Datasets:

mteb
/

results

Dataset card Files Files and versions Community

Samoed commited on 20 days ago

Commit

47e9360

unverified ·

1 Parent(s): 882f1b3

update NanoBEIR results (#84)

Browse files

Files changed (28) hide show

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoArguAnaRetrieval.json +6 -6
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoClimateFeverRetrieval.json +142 -142
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoDBPediaRetrieval.json +143 -143
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoFEVERRetrieval.json +139 -139
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoFiQA2018Retrieval.json +143 -143
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoHotpotQARetrieval.json +136 -136
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoMSMARCORetrieval.json +2 -2
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoNFCorpusRetrieval.json +143 -143
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoNQRetrieval.json +132 -132
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoQuoraRetrieval.json +131 -131
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoSCIDOCSRetrieval.json +143 -143
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoSciFactRetrieval.json +123 -123
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoTouche2020Retrieval.json +143 -143
results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/model_meta.json +1 -123
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoArguAnaRetrieval.json +46 -46
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoClimateFeverRetrieval.json +143 -143
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoDBPediaRetrieval.json +143 -143
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoFEVERRetrieval.json +139 -139
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoFiQA2018Retrieval.json +143 -143
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoHotpotQARetrieval.json +137 -137
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoMSMARCORetrieval.json +2 -2
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoNFCorpusRetrieval.json +143 -143
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoNQRetrieval.json +127 -127
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoQuoraRetrieval.json +126 -126
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoSCIDOCSRetrieval.json +143 -143
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoSciFactRetrieval.json +127 -127
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoTouche2020Retrieval.json +143 -143
results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/model_meta.json +1 -1

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoArguAnaRetrieval.json CHANGED Viewed

@@ -1,7 +1,7 @@
 {
   "dataset_revision": "8f4a982d470a32c45817738b9d29042ca55d75ad",
   "task_name": "NanoArguAnaRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
@@ -39,7 +39,7 @@
         "mrr_at_10": 0.349595,
         "mrr_at_20": 0.358099,
         "mrr_at_100": 0.360406,
-        "mrr_at_1000": 0.360699,
         "nauc_ndcg_at_1_max": -0.326785,
         "nauc_ndcg_at_1_std": -0.157071,
         "nauc_ndcg_at_1_diff1": -0.373839,
@@ -142,9 +142,9 @@
         "nauc_mrr_at_100_max": -0.043418,
         "nauc_mrr_at_100_std": -0.092378,
         "nauc_mrr_at_100_diff1": -0.127424,
-        "nauc_mrr_at_1000_max": -0.044506,
-        "nauc_mrr_at_1000_std": -0.092946,
-        "nauc_mrr_at_1000_diff1": -0.128607,
         "main_score": 0.44536,
         "hf_subset": "default",
         "languages": [
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 62.61475086212158,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "8f4a982d470a32c45817738b9d29042ca55d75ad",
   "task_name": "NanoArguAnaRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
         "mrr_at_10": 0.349595,
         "mrr_at_20": 0.358099,
         "mrr_at_100": 0.360406,
+        "mrr_at_1000": 0.360697,
         "nauc_ndcg_at_1_max": -0.326785,
         "nauc_ndcg_at_1_std": -0.157071,
         "nauc_ndcg_at_1_diff1": -0.373839,
         "nauc_mrr_at_100_max": -0.043418,
         "nauc_mrr_at_100_std": -0.092378,
         "nauc_mrr_at_100_diff1": -0.127424,
+        "nauc_mrr_at_1000_max": -0.044498,
+        "nauc_mrr_at_1000_std": -0.092939,
+        "nauc_mrr_at_1000_diff1": -0.128599,
         "main_score": 0.44536,
         "hf_subset": "default",
         "languages": [
       }
     ]
   },
+  "evaluation_time": 18.93425226211548,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoClimateFeverRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "96741bfa30b9f56db8c9eb7d08e775ed6474f206",
   "task_name": "NanoClimateFeverRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.14,
-        "ndcg_at_3": 0.18786,
-        "ndcg_at_5": 0.18786,
-        "ndcg_at_10": 0.2222,
-        "ndcg_at_20": 0.2529,
-        "ndcg_at_100": 0.30066,
-        "ndcg_at_1000": 0.32817,
-        "map_at_1": 0.14,
-        "map_at_3": 0.17667,
-        "map_at_5": 0.17667,
-        "map_at_10": 0.19202,
-        "map_at_20": 0.20067,
-        "map_at_100": 0.20693,
-        "map_at_1000": 0.20758,
-        "recall_at_1": 0.14,
         "recall_at_3": 0.22,
-        "recall_at_5": 0.22,
-        "recall_at_10": 0.32,
-        "recall_at_20": 0.44,
-        "recall_at_100": 0.7,
-        "recall_at_1000": 0.94,
-        "precision_at_1": 0.14,
-        "precision_at_3": 0.07333,
-        "precision_at_5": 0.044,
-        "precision_at_10": 0.032,
-        "precision_at_20": 0.022,
-        "precision_at_100": 0.007,
-        "precision_at_1000": 0.00094,
-        "mrr_at_1": 0.14,
-        "mrr_at_3": 0.176667,
-        "mrr_at_5": 0.176667,
-        "mrr_at_10": 0.192024,
-        "mrr_at_20": 0.200667,
-        "mrr_at_100": 0.206933,
-        "mrr_at_1000": 0.207577,
-        "nauc_ndcg_at_1_max": 0.324621,
-        "nauc_ndcg_at_1_std": 0.081718,
-        "nauc_ndcg_at_1_diff1": 0.321821,
-        "nauc_ndcg_at_3_max": 0.293153,
-        "nauc_ndcg_at_3_std": 0.109611,
-        "nauc_ndcg_at_3_diff1": 0.322017,
-        "nauc_ndcg_at_5_max": 0.293153,
-        "nauc_ndcg_at_5_std": 0.109611,
-        "nauc_ndcg_at_5_diff1": 0.322017,
-        "nauc_ndcg_at_10_max": 0.239257,
-        "nauc_ndcg_at_10_std": 0.130088,
-        "nauc_ndcg_at_10_diff1": 0.202381,
-        "nauc_ndcg_at_20_max": 0.189477,
-        "nauc_ndcg_at_20_std": 0.156023,
-        "nauc_ndcg_at_20_diff1": 0.218851,
-        "nauc_ndcg_at_100_max": 0.177323,
-        "nauc_ndcg_at_100_std": 0.140537,
-        "nauc_ndcg_at_100_diff1": 0.184873,
-        "nauc_ndcg_at_1000_max": 0.200843,
-        "nauc_ndcg_at_1000_std": 0.114844,
-        "nauc_ndcg_at_1000_diff1": 0.218372,
-        "nauc_map_at_1_max": 0.324621,
-        "nauc_map_at_1_std": 0.081718,
-        "nauc_map_at_1_diff1": 0.321821,
-        "nauc_map_at_3_max": 0.296776,
-        "nauc_map_at_3_std": 0.099373,
-        "nauc_map_at_3_diff1": 0.323464,
-        "nauc_map_at_5_max": 0.296776,
-        "nauc_map_at_5_std": 0.099373,
-        "nauc_map_at_5_diff1": 0.323464,
-        "nauc_map_at_10_max": 0.268693,
-        "nauc_map_at_10_std": 0.109821,
-        "nauc_map_at_10_diff1": 0.26528,
-        "nauc_map_at_20_max": 0.253475,
-        "nauc_map_at_20_std": 0.120122,
-        "nauc_map_at_20_diff1": 0.267912,
-        "nauc_map_at_100_max": 0.252658,
-        "nauc_map_at_100_std": 0.11747,
-        "nauc_map_at_100_diff1": 0.263096,
-        "nauc_map_at_1000_max": 0.254043,
-        "nauc_map_at_1000_std": 0.116815,
-        "nauc_map_at_1000_diff1": 0.263974,
-        "nauc_recall_at_1_max": 0.324621,
-        "nauc_recall_at_1_std": 0.081718,
-        "nauc_recall_at_1_diff1": 0.321821,
-        "nauc_recall_at_3_max": 0.285173,
-        "nauc_recall_at_3_std": 0.136619,
-        "nauc_recall_at_3_diff1": 0.317898,
-        "nauc_recall_at_5_max": 0.285173,
-        "nauc_recall_at_5_std": 0.136619,
-        "nauc_recall_at_5_diff1": 0.317898,
-        "nauc_recall_at_10_max": 0.165605,
-        "nauc_recall_at_10_std": 0.180697,
-        "nauc_recall_at_10_diff1": 0.03516,
-        "nauc_recall_at_20_max": 0.010101,
-        "nauc_recall_at_20_std": 0.248264,
-        "nauc_recall_at_20_diff1": 0.1032,
-        "nauc_recall_at_100_max": -0.134606,
-        "nauc_recall_at_100_std": 0.198559,
-        "nauc_recall_at_100_diff1": -0.125779,
-        "nauc_recall_at_1000_max": -0.530812,
-        "nauc_recall_at_1000_std": -0.51774,
-        "nauc_recall_at_1000_diff1": 0.037815,
-        "nauc_precision_at_1_max": 0.324621,
-        "nauc_precision_at_1_std": 0.081718,
-        "nauc_precision_at_1_diff1": 0.321821,
-        "nauc_precision_at_3_max": 0.285173,
-        "nauc_precision_at_3_std": 0.136619,
-        "nauc_precision_at_3_diff1": 0.317898,
-        "nauc_precision_at_5_max": 0.285173,
-        "nauc_precision_at_5_std": 0.136619,
-        "nauc_precision_at_5_diff1": 0.317898,
-        "nauc_precision_at_10_max": 0.165605,
-        "nauc_precision_at_10_std": 0.180697,
-        "nauc_precision_at_10_diff1": 0.03516,
-        "nauc_precision_at_20_max": 0.010101,
-        "nauc_precision_at_20_std": 0.248264,
-        "nauc_precision_at_20_diff1": 0.1032,
-        "nauc_precision_at_100_max": -0.134606,
-        "nauc_precision_at_100_std": 0.198559,
-        "nauc_precision_at_100_diff1": -0.125779,
-        "nauc_precision_at_1000_max": -0.530812,
-        "nauc_precision_at_1000_std": -0.51774,
-        "nauc_precision_at_1000_diff1": 0.037815,
-        "nauc_mrr_at_1_max": 0.324621,
-        "nauc_mrr_at_1_std": 0.081718,
-        "nauc_mrr_at_1_diff1": 0.321821,
-        "nauc_mrr_at_3_max": 0.296776,
-        "nauc_mrr_at_3_std": 0.099373,
-        "nauc_mrr_at_3_diff1": 0.323464,
-        "nauc_mrr_at_5_max": 0.296776,
-        "nauc_mrr_at_5_std": 0.099373,
-        "nauc_mrr_at_5_diff1": 0.323464,
-        "nauc_mrr_at_10_max": 0.268693,
-        "nauc_mrr_at_10_std": 0.109821,
-        "nauc_mrr_at_10_diff1": 0.26528,
-        "nauc_mrr_at_20_max": 0.253475,
-        "nauc_mrr_at_20_std": 0.120122,
-        "nauc_mrr_at_20_diff1": 0.267912,
-        "nauc_mrr_at_100_max": 0.252658,
-        "nauc_mrr_at_100_std": 0.11747,
-        "nauc_mrr_at_100_diff1": 0.263096,
-        "nauc_mrr_at_1000_max": 0.254043,
-        "nauc_mrr_at_1000_std": 0.116815,
-        "nauc_mrr_at_1000_diff1": 0.263974,
-        "main_score": 0.2222,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 7762.315868854523,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "96741bfa30b9f56db8c9eb7d08e775ed6474f206",
   "task_name": "NanoClimateFeverRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.3,
+        "ndcg_at_3": 0.24304,
+        "ndcg_at_5": 0.26237,
+        "ndcg_at_10": 0.30643,
+        "ndcg_at_20": 0.35175,
+        "ndcg_at_100": 0.40716,
+        "ndcg_at_1000": 0.44742,
+        "map_at_1": 0.13667,
+        "map_at_3": 0.17889,
+        "map_at_5": 0.19619,
+        "map_at_10": 0.21763,
+        "map_at_20": 0.23124,
+        "map_at_100": 0.24215,
+        "map_at_1000": 0.24442,
+        "recall_at_1": 0.13667,
         "recall_at_3": 0.22,
+        "recall_at_5": 0.274,
+        "recall_at_10": 0.37233,
+        "recall_at_20": 0.50533,
+        "recall_at_100": 0.71967,
+        "recall_at_1000": 0.95133,
+        "precision_at_1": 0.3,
+        "precision_at_3": 0.16,
+        "precision_at_5": 0.132,
+        "precision_at_10": 0.094,
+        "precision_at_20": 0.066,
+        "precision_at_100": 0.0202,
+        "precision_at_1000": 0.00278,
+        "mrr_at_1": 0.3,
+        "mrr_at_3": 0.363333,
+        "mrr_at_5": 0.391333,
+        "mrr_at_10": 0.40669,
+        "mrr_at_20": 0.419132,
+        "mrr_at_100": 0.422186,
+        "mrr_at_1000": 0.422216,
+        "nauc_ndcg_at_1_max": 0.181597,
+        "nauc_ndcg_at_1_std": 0.14798,
+        "nauc_ndcg_at_1_diff1": 0.293339,
+        "nauc_ndcg_at_3_max": 0.149632,
+        "nauc_ndcg_at_3_std": 0.097799,
+        "nauc_ndcg_at_3_diff1": 0.316385,
+        "nauc_ndcg_at_5_max": 0.210865,
+        "nauc_ndcg_at_5_std": 0.115939,
+        "nauc_ndcg_at_5_diff1": 0.346206,
+        "nauc_ndcg_at_10_max": 0.235673,
+        "nauc_ndcg_at_10_std": 0.154558,
+        "nauc_ndcg_at_10_diff1": 0.250718,
+        "nauc_ndcg_at_20_max": 0.240714,
+        "nauc_ndcg_at_20_std": 0.182953,
+        "nauc_ndcg_at_20_diff1": 0.252656,
+        "nauc_ndcg_at_100_max": 0.257965,
+        "nauc_ndcg_at_100_std": 0.209827,
+        "nauc_ndcg_at_100_diff1": 0.200714,
+        "nauc_ndcg_at_1000_max": 0.237272,
+        "nauc_ndcg_at_1000_std": 0.178112,
+        "nauc_ndcg_at_1000_diff1": 0.2442,
+        "nauc_map_at_1_max": 0.266133,
+        "nauc_map_at_1_std": 0.07396,
+        "nauc_map_at_1_diff1": 0.454136,
+        "nauc_map_at_3_max": 0.198254,
+        "nauc_map_at_3_std": 0.06462,
+        "nauc_map_at_3_diff1": 0.393445,
+        "nauc_map_at_5_max": 0.208258,
+        "nauc_map_at_5_std": 0.073492,
+        "nauc_map_at_5_diff1": 0.396923,
+        "nauc_map_at_10_max": 0.215698,
+        "nauc_map_at_10_std": 0.09792,
+        "nauc_map_at_10_diff1": 0.334522,
+        "nauc_map_at_20_max": 0.220486,
+        "nauc_map_at_20_std": 0.111722,
+        "nauc_map_at_20_diff1": 0.332673,
+        "nauc_map_at_100_max": 0.226479,
+        "nauc_map_at_100_std": 0.120319,
+        "nauc_map_at_100_diff1": 0.319103,
+        "nauc_map_at_1000_max": 0.226414,
+        "nauc_map_at_1000_std": 0.119015,
+        "nauc_map_at_1000_diff1": 0.32081,
+        "nauc_recall_at_1_max": 0.266133,
+        "nauc_recall_at_1_std": 0.07396,
+        "nauc_recall_at_1_diff1": 0.454136,
+        "nauc_recall_at_3_max": 0.148535,
+        "nauc_recall_at_3_std": 0.082401,
+        "nauc_recall_at_3_diff1": 0.294734,
+        "nauc_recall_at_5_max": 0.22616,
+        "nauc_recall_at_5_std": 0.124862,
+        "nauc_recall_at_5_diff1": 0.301651,
+        "nauc_recall_at_10_max": 0.284796,
+        "nauc_recall_at_10_std": 0.194855,
+        "nauc_recall_at_10_diff1": 0.10337,
+        "nauc_recall_at_20_max": 0.256518,
+        "nauc_recall_at_20_std": 0.243799,
+        "nauc_recall_at_20_diff1": 0.075321,
+        "nauc_recall_at_100_max": 0.313317,
+        "nauc_recall_at_100_std": 0.347707,
+        "nauc_recall_at_100_diff1": -0.177808,
+        "nauc_recall_at_1000_max": 0.234765,
+        "nauc_recall_at_1000_std": 0.321663,
+        "nauc_recall_at_1000_diff1": -0.046929,
+        "nauc_precision_at_1_max": 0.181597,
+        "nauc_precision_at_1_std": 0.14798,
+        "nauc_precision_at_1_diff1": 0.293339,
+        "nauc_precision_at_3_max": 0.013197,
+        "nauc_precision_at_3_std": 0.089997,
+        "nauc_precision_at_3_diff1": 0.20392,
+        "nauc_precision_at_5_max": 0.158655,
+        "nauc_precision_at_5_std": 0.171949,
+        "nauc_precision_at_5_diff1": 0.198834,
+        "nauc_precision_at_10_max": 0.170825,
+        "nauc_precision_at_10_std": 0.252723,
+        "nauc_precision_at_10_diff1": -0.090663,
+        "nauc_precision_at_20_max": 0.170508,
+        "nauc_precision_at_20_std": 0.289597,
+        "nauc_precision_at_20_diff1": -0.141886,
+        "nauc_precision_at_100_max": 0.108359,
+        "nauc_precision_at_100_std": 0.283899,
+        "nauc_precision_at_100_diff1": -0.337731,
+        "nauc_precision_at_1000_max": -0.109028,
+        "nauc_precision_at_1000_std": 0.059062,
+        "nauc_precision_at_1000_diff1": -0.236173,
+        "nauc_mrr_at_1_max": 0.181597,
+        "nauc_mrr_at_1_std": 0.14798,
+        "nauc_mrr_at_1_diff1": 0.293339,
+        "nauc_mrr_at_3_max": 0.119709,
+        "nauc_mrr_at_3_std": 0.136809,
+        "nauc_mrr_at_3_diff1": 0.272488,
+        "nauc_mrr_at_5_max": 0.184851,
+        "nauc_mrr_at_5_std": 0.173771,
+        "nauc_mrr_at_5_diff1": 0.263908,
+        "nauc_mrr_at_10_max": 0.18718,
+        "nauc_mrr_at_10_std": 0.166671,
+        "nauc_mrr_at_10_diff1": 0.250674,
+        "nauc_mrr_at_20_max": 0.182102,
+        "nauc_mrr_at_20_std": 0.171275,
+        "nauc_mrr_at_20_diff1": 0.251402,
+        "nauc_mrr_at_100_max": 0.181413,
+        "nauc_mrr_at_100_std": 0.169804,
+        "nauc_mrr_at_100_diff1": 0.252159,
+        "nauc_mrr_at_1000_max": 0.181364,
+        "nauc_mrr_at_1000_std": 0.169728,
+        "nauc_mrr_at_1000_diff1": 0.25234,
+        "main_score": 0.30643,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 28.609407663345337,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoDBPediaRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "438f1c25129f05db6238699b5afdc9c6b58d2096",
   "task_name": "NanoDBPediaRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.08,
-        "ndcg_at_3": 0.12786,
-        "ndcg_at_5": 0.13559,
-        "ndcg_at_10": 0.17534,
-        "ndcg_at_20": 0.21783,
-        "ndcg_at_100": 0.28029,
-        "ndcg_at_1000": 0.30404,
-        "map_at_1": 0.08,
-        "map_at_3": 0.11667,
-        "map_at_5": 0.12067,
-        "map_at_10": 0.13757,
-        "map_at_20": 0.15031,
-        "map_at_100": 0.15868,
-        "map_at_1000": 0.15967,
-        "recall_at_1": 0.08,
-        "recall_at_3": 0.16,
-        "recall_at_5": 0.18,
-        "recall_at_10": 0.3,
-        "recall_at_20": 0.46,
-        "recall_at_100": 0.8,
-        "recall_at_1000": 0.98,
-        "precision_at_1": 0.08,
-        "precision_at_3": 0.05333,
-        "precision_at_5": 0.036,
-        "precision_at_10": 0.03,
-        "precision_at_20": 0.023,
-        "precision_at_100": 0.008,
-        "precision_at_1000": 0.00098,
-        "mrr_at_1": 0.08,
-        "mrr_at_3": 0.116667,
-        "mrr_at_5": 0.120667,
-        "mrr_at_10": 0.137571,
-        "mrr_at_20": 0.150312,
-        "mrr_at_100": 0.15868,
-        "mrr_at_1000": 0.159667,
-        "nauc_ndcg_at_1_max": -0.00597,
-        "nauc_ndcg_at_1_std": -0.182721,
-        "nauc_ndcg_at_1_diff1": 0.3152,
-        "nauc_ndcg_at_3_max": -0.055088,
-        "nauc_ndcg_at_3_std": -0.154186,
-        "nauc_ndcg_at_3_diff1": 0.30664,
-        "nauc_ndcg_at_5_max": -0.057268,
-        "nauc_ndcg_at_5_std": -0.179592,
-        "nauc_ndcg_at_5_diff1": 0.314365,
-        "nauc_ndcg_at_10_max": 0.048909,
-        "nauc_ndcg_at_10_std": -0.179728,
-        "nauc_ndcg_at_10_diff1": 0.346464,
-        "nauc_ndcg_at_20_max": 0.060325,
-        "nauc_ndcg_at_20_std": -0.225814,
-        "nauc_ndcg_at_20_diff1": 0.38354,
-        "nauc_ndcg_at_100_max": 0.048839,
-        "nauc_ndcg_at_100_std": -0.197425,
-        "nauc_ndcg_at_100_diff1": 0.337247,
-        "nauc_ndcg_at_1000_max": 0.047846,
-        "nauc_ndcg_at_1000_std": -0.17129,
-        "nauc_ndcg_at_1000_diff1": 0.344347,
-        "nauc_map_at_1_max": -0.00597,
-        "nauc_map_at_1_std": -0.182721,
-        "nauc_map_at_1_diff1": 0.3152,
-        "nauc_map_at_3_max": -0.047115,
-        "nauc_map_at_3_std": -0.15394,
-        "nauc_map_at_3_diff1": 0.302596,
-        "nauc_map_at_5_max": -0.048543,
-        "nauc_map_at_5_std": -0.168363,
-        "nauc_map_at_5_diff1": 0.307077,
-        "nauc_map_at_10_max": 0.00729,
-        "nauc_map_at_10_std": -0.16648,
-        "nauc_map_at_10_diff1": 0.326033,
-        "nauc_map_at_20_max": 0.011973,
-        "nauc_map_at_20_std": -0.181973,
-        "nauc_map_at_20_diff1": 0.340532,
-        "nauc_map_at_100_max": 0.011965,
-        "nauc_map_at_100_std": -0.17382,
-        "nauc_map_at_100_diff1": 0.330081,
-        "nauc_map_at_1000_max": 0.01142,
-        "nauc_map_at_1000_std": -0.17334,
-        "nauc_map_at_1000_diff1": 0.330341,
-        "nauc_recall_at_1_max": -0.00597,
-        "nauc_recall_at_1_std": -0.182721,
-        "nauc_recall_at_1_diff1": 0.3152,
-        "nauc_recall_at_3_max": -0.072553,
-        "nauc_recall_at_3_std": -0.156437,
-        "nauc_recall_at_3_diff1": 0.317407,
-        "nauc_recall_at_5_max": -0.075501,
-        "nauc_recall_at_5_std": -0.208224,
-        "nauc_recall_at_5_diff1": 0.332281,
-        "nauc_recall_at_10_max": 0.137846,
-        "nauc_recall_at_10_std": -0.209701,
-        "nauc_recall_at_10_diff1": 0.386948,
-        "nauc_recall_at_20_max": 0.162571,
-        "nauc_recall_at_20_std": -0.329295,
-        "nauc_recall_at_20_diff1": 0.474731,
-        "nauc_recall_at_100_max": 0.145604,
-        "nauc_recall_at_100_std": -0.31049,
-        "nauc_recall_at_100_diff1": 0.31988,
-        "nauc_recall_at_1000_max": 1.0,
-        "nauc_recall_at_1000_std": 0.869281,
-        "nauc_recall_at_1000_diff1": 0.722222,
-        "nauc_precision_at_1_max": -0.00597,
-        "nauc_precision_at_1_std": -0.182721,
-        "nauc_precision_at_1_diff1": 0.3152,
-        "nauc_precision_at_3_max": -0.072553,
-        "nauc_precision_at_3_std": -0.156437,
-        "nauc_precision_at_3_diff1": 0.317407,
-        "nauc_precision_at_5_max": -0.075501,
-        "nauc_precision_at_5_std": -0.208224,
-        "nauc_precision_at_5_diff1": 0.332281,
-        "nauc_precision_at_10_max": 0.137846,
-        "nauc_precision_at_10_std": -0.209701,
-        "nauc_precision_at_10_diff1": 0.386948,
-        "nauc_precision_at_20_max": 0.162571,
-        "nauc_precision_at_20_std": -0.329295,
-        "nauc_precision_at_20_diff1": 0.474731,
-        "nauc_precision_at_100_max": 0.145604,
-        "nauc_precision_at_100_std": -0.31049,
-        "nauc_precision_at_100_diff1": 0.31988,
-        "nauc_precision_at_1000_max": 1.0,
-        "nauc_precision_at_1000_std": 0.869281,
-        "nauc_precision_at_1000_diff1": 0.722222,
-        "nauc_mrr_at_1_max": -0.00597,
-        "nauc_mrr_at_1_std": -0.182721,
-        "nauc_mrr_at_1_diff1": 0.3152,
-        "nauc_mrr_at_3_max": -0.047115,
-        "nauc_mrr_at_3_std": -0.15394,
-        "nauc_mrr_at_3_diff1": 0.302596,
-        "nauc_mrr_at_5_max": -0.048543,
-        "nauc_mrr_at_5_std": -0.168363,
-        "nauc_mrr_at_5_diff1": 0.307077,
-        "nauc_mrr_at_10_max": 0.00729,
-        "nauc_mrr_at_10_std": -0.16648,
-        "nauc_mrr_at_10_diff1": 0.326033,
-        "nauc_mrr_at_20_max": 0.011973,
-        "nauc_mrr_at_20_std": -0.181973,
-        "nauc_mrr_at_20_diff1": 0.340532,
-        "nauc_mrr_at_100_max": 0.011965,
-        "nauc_mrr_at_100_std": -0.17382,
-        "nauc_mrr_at_100_diff1": 0.330081,
-        "nauc_mrr_at_1000_max": 0.01142,
-        "nauc_mrr_at_1000_std": -0.17334,
-        "nauc_mrr_at_1000_diff1": 0.330341,
-        "main_score": 0.17534,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 111.85985088348389,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "438f1c25129f05db6238699b5afdc9c6b58d2096",
   "task_name": "NanoDBPediaRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.74,
+        "ndcg_at_3": 0.68042,
+        "ndcg_at_5": 0.64095,
+        "ndcg_at_10": 0.60535,
+        "ndcg_at_20": 0.5922,
+        "ndcg_at_100": 0.67833,
+        "ndcg_at_1000": 0.75567,
+        "map_at_1": 0.09838,
+        "map_at_3": 0.16077,
+        "map_at_5": 0.19982,
+        "map_at_10": 0.26826,
+        "map_at_20": 0.34083,
+        "map_at_100": 0.46144,
+        "map_at_1000": 0.48689,
+        "recall_at_1": 0.09838,
+        "recall_at_3": 0.16893,
+        "recall_at_5": 0.21696,
+        "recall_at_10": 0.33493,
+        "recall_at_20": 0.4719,
+        "recall_at_100": 0.80568,
+        "recall_at_1000": 0.99603,
+        "precision_at_1": 0.74,
+        "precision_at_3": 0.63333,
+        "precision_at_5": 0.568,
+        "precision_at_10": 0.478,
+        "precision_at_20": 0.39,
+        "precision_at_100": 0.169,
+        "precision_at_1000": 0.02302,
+        "mrr_at_1": 0.74,
+        "mrr_at_3": 0.8,
+        "mrr_at_5": 0.8,
+        "mrr_at_10": 0.81369,
+        "mrr_at_20": 0.81369,
+        "mrr_at_100": 0.81526,
+        "mrr_at_1000": 0.81526,
+        "nauc_ndcg_at_1_max": 0.500142,
+        "nauc_ndcg_at_1_std": 0.080208,
+        "nauc_ndcg_at_1_diff1": 0.375694,
+        "nauc_ndcg_at_3_max": 0.451255,
+        "nauc_ndcg_at_3_std": 0.178428,
+        "nauc_ndcg_at_3_diff1": 0.067187,
+        "nauc_ndcg_at_5_max": 0.442733,
+        "nauc_ndcg_at_5_std": 0.184444,
+        "nauc_ndcg_at_5_diff1": 0.083727,
+        "nauc_ndcg_at_10_max": 0.472693,
+        "nauc_ndcg_at_10_std": 0.083105,
+        "nauc_ndcg_at_10_diff1": 0.168108,
+        "nauc_ndcg_at_20_max": 0.397573,
+        "nauc_ndcg_at_20_std": -0.000635,
+        "nauc_ndcg_at_20_diff1": 0.163454,
+        "nauc_ndcg_at_100_max": 0.380905,
+        "nauc_ndcg_at_100_std": -0.061786,
+        "nauc_ndcg_at_100_diff1": 0.141406,
+        "nauc_ndcg_at_1000_max": 0.453836,
+        "nauc_ndcg_at_1000_std": 0.121966,
+        "nauc_ndcg_at_1000_diff1": 0.065651,
+        "nauc_map_at_1_max": -0.225204,
+        "nauc_map_at_1_std": -0.408244,
+        "nauc_map_at_1_diff1": 0.225135,
+        "nauc_map_at_3_max": -0.113795,
+        "nauc_map_at_3_std": -0.389226,
+        "nauc_map_at_3_diff1": 0.183635,
+        "nauc_map_at_5_max": -0.060293,
+        "nauc_map_at_5_std": -0.372918,
+        "nauc_map_at_5_diff1": 0.200858,
+        "nauc_map_at_10_max": 0.104515,
+        "nauc_map_at_10_std": -0.328757,
+        "nauc_map_at_10_diff1": 0.256354,
+        "nauc_map_at_20_max": 0.195739,
+        "nauc_map_at_20_std": -0.248164,
+        "nauc_map_at_20_diff1": 0.213579,
+        "nauc_map_at_100_max": 0.326946,
+        "nauc_map_at_100_std": -0.057723,
+        "nauc_map_at_100_diff1": 0.144473,
+        "nauc_map_at_1000_max": 0.345916,
+        "nauc_map_at_1000_std": -0.003897,
+        "nauc_map_at_1000_diff1": 0.120331,
+        "nauc_recall_at_1_max": -0.225204,
+        "nauc_recall_at_1_std": -0.408244,
+        "nauc_recall_at_1_diff1": 0.225135,
+        "nauc_recall_at_3_max": -0.123797,
+        "nauc_recall_at_3_std": -0.389617,
+        "nauc_recall_at_3_diff1": 0.179993,
+        "nauc_recall_at_5_max": -0.070526,
+        "nauc_recall_at_5_std": -0.380271,
+        "nauc_recall_at_5_diff1": 0.203264,
+        "nauc_recall_at_10_max": 0.014556,
+        "nauc_recall_at_10_std": -0.45836,
+        "nauc_recall_at_10_diff1": 0.311241,
+        "nauc_recall_at_20_max": 0.015584,
+        "nauc_recall_at_20_std": -0.432327,
+        "nauc_recall_at_20_diff1": 0.23427,
+        "nauc_recall_at_100_max": 0.161786,
+        "nauc_recall_at_100_std": -0.394204,
+        "nauc_recall_at_100_diff1": 0.256147,
+        "nauc_recall_at_1000_max": -0.165962,
+        "nauc_recall_at_1000_std": 0.453123,
+        "nauc_recall_at_1000_diff1": 0.080768,
+        "nauc_precision_at_1_max": 0.500142,
+        "nauc_precision_at_1_std": 0.080208,
+        "nauc_precision_at_1_diff1": 0.375694,
+        "nauc_precision_at_3_max": 0.506193,
+        "nauc_precision_at_3_std": 0.302472,
+        "nauc_precision_at_3_diff1": -0.034481,
+        "nauc_precision_at_5_max": 0.503031,
+        "nauc_precision_at_5_std": 0.328782,
+        "nauc_precision_at_5_diff1": -0.016963,
+        "nauc_precision_at_10_max": 0.563108,
+        "nauc_precision_at_10_std": 0.330687,
+        "nauc_precision_at_10_diff1": 0.03536,
+        "nauc_precision_at_20_max": 0.479277,
+        "nauc_precision_at_20_std": 0.422618,
+        "nauc_precision_at_20_diff1": -0.079803,
+        "nauc_precision_at_100_max": 0.348622,
+        "nauc_precision_at_100_std": 0.507589,
+        "nauc_precision_at_100_diff1": -0.179785,
+        "nauc_precision_at_1000_max": 0.224888,
+        "nauc_precision_at_1000_std": 0.48837,
+        "nauc_precision_at_1000_diff1": -0.210937,
+        "nauc_mrr_at_1_max": 0.500142,
+        "nauc_mrr_at_1_std": 0.080208,
+        "nauc_mrr_at_1_diff1": 0.375694,
+        "nauc_mrr_at_3_max": 0.523852,
+        "nauc_mrr_at_3_std": 0.162271,
+        "nauc_mrr_at_3_diff1": 0.291393,
+        "nauc_mrr_at_5_max": 0.523852,
+        "nauc_mrr_at_5_std": 0.162271,
+        "nauc_mrr_at_5_diff1": 0.291393,
+        "nauc_mrr_at_10_max": 0.506793,
+        "nauc_mrr_at_10_std": 0.117756,
+        "nauc_mrr_at_10_diff1": 0.317915,
+        "nauc_mrr_at_20_max": 0.506793,
+        "nauc_mrr_at_20_std": 0.117756,
+        "nauc_mrr_at_20_diff1": 0.317915,
+        "nauc_mrr_at_100_max": 0.509804,
+        "nauc_mrr_at_100_std": 0.125114,
+        "nauc_mrr_at_100_diff1": 0.3152,
+        "nauc_mrr_at_1000_max": 0.509804,
+        "nauc_mrr_at_1000_std": 0.125114,
+        "nauc_mrr_at_1000_diff1": 0.3152,
+        "main_score": 0.60535,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 14.399168491363525,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoFEVERRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "a8bfdf1bf15181167a7e22e69cf8754bdea9b4c8",
   "task_name": "NanoFEVERRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.68,
-        "ndcg_at_3": 0.75309,
-        "ndcg_at_5": 0.80214,
-        "ndcg_at_10": 0.80845,
-        "ndcg_at_20": 0.81325,
-        "ndcg_at_100": 0.82042,
-        "ndcg_at_1000": 0.82042,
-        "map_at_1": 0.68,
-        "map_at_3": 0.73667,
-        "map_at_5": 0.76367,
-        "map_at_10": 0.76617,
-        "map_at_20": 0.76734,
-        "map_at_100": 0.76829,
-        "map_at_1000": 0.76829,
-        "recall_at_1": 0.68,
-        "recall_at_3": 0.8,
-        "recall_at_5": 0.92,
-        "recall_at_10": 0.94,
-        "recall_at_20": 0.96,
-        "recall_at_100": 1.0,
         "recall_at_1000": 1.0,
-        "precision_at_1": 0.68,
-        "precision_at_3": 0.26667,
-        "precision_at_5": 0.184,
-        "precision_at_10": 0.094,
-        "precision_at_20": 0.048,
-        "precision_at_100": 0.01,
-        "precision_at_1000": 0.001,
-        "mrr_at_1": 0.68,
-        "mrr_at_3": 0.736667,
-        "mrr_at_5": 0.763667,
-        "mrr_at_10": 0.766167,
-        "mrr_at_20": 0.767343,
-        "mrr_at_100": 0.768286,
-        "mrr_at_1000": 0.768286,
-        "nauc_ndcg_at_1_max": 0.345415,
-        "nauc_ndcg_at_1_std": -0.193698,
-        "nauc_ndcg_at_1_diff1": 0.626391,
-        "nauc_ndcg_at_3_max": 0.36343,
-        "nauc_ndcg_at_3_std": -0.048287,
-        "nauc_ndcg_at_3_diff1": 0.600918,
-        "nauc_ndcg_at_5_max": 0.444814,
-        "nauc_ndcg_at_5_std": -0.009394,
-        "nauc_ndcg_at_5_diff1": 0.63136,
-        "nauc_ndcg_at_10_max": 0.424161,
-        "nauc_ndcg_at_10_std": -0.042081,
-        "nauc_ndcg_at_10_diff1": 0.622509,
-        "nauc_ndcg_at_20_max": 0.420378,
-        "nauc_ndcg_at_20_std": -0.026907,
-        "nauc_ndcg_at_20_diff1": 0.619608,
-        "nauc_ndcg_at_100_max": 0.396509,
-        "nauc_ndcg_at_100_std": -0.070169,
-        "nauc_ndcg_at_100_diff1": 0.621894,
-        "nauc_ndcg_at_1000_max": 0.396509,
-        "nauc_ndcg_at_1000_std": -0.070169,
-        "nauc_ndcg_at_1000_diff1": 0.621894,
-        "nauc_map_at_1_max": 0.345415,
-        "nauc_map_at_1_std": -0.193698,
-        "nauc_map_at_1_diff1": 0.626391,
-        "nauc_map_at_3_max": 0.354557,
-        "nauc_map_at_3_std": -0.092877,
-        "nauc_map_at_3_diff1": 0.608672,
-        "nauc_map_at_5_max": 0.393822,
-        "nauc_map_at_5_std": -0.080509,
-        "nauc_map_at_5_diff1": 0.626745,
-        "nauc_map_at_10_max": 0.386411,
-        "nauc_map_at_10_std": -0.092121,
-        "nauc_map_at_10_diff1": 0.623779,
-        "nauc_map_at_20_max": 0.38544,
-        "nauc_map_at_20_std": -0.089393,
-        "nauc_map_at_20_diff1": 0.62321,
-        "nauc_map_at_100_max": 0.382708,
-        "nauc_map_at_100_std": -0.093989,
-        "nauc_map_at_100_diff1": 0.623112,
-        "nauc_map_at_1000_max": 0.382708,
-        "nauc_map_at_1000_std": -0.093989,
-        "nauc_map_at_1000_diff1": 0.623112,
-        "nauc_recall_at_1_max": 0.345415,
-        "nauc_recall_at_1_std": -0.193698,
-        "nauc_recall_at_1_diff1": 0.626391,
-        "nauc_recall_at_3_max": 0.397003,
-        "nauc_recall_at_3_std": 0.112537,
-        "nauc_recall_at_3_diff1": 0.572977,
-        "nauc_recall_at_5_max": 0.855859,
-        "nauc_recall_at_5_std": 0.543768,
-        "nauc_recall_at_5_diff1": 0.667951,
-        "nauc_recall_at_10_max": 0.807812,
-        "nauc_recall_at_10_std": 0.435263,
-        "nauc_recall_at_10_diff1": 0.60084,
-        "nauc_recall_at_20_max": 0.934641,
-        "nauc_recall_at_20_std": 0.934641,
-        "nauc_recall_at_20_diff1": 0.540149,
-        "nauc_recall_at_100_max": NaN,
-        "nauc_recall_at_100_std": NaN,
-        "nauc_recall_at_100_diff1": NaN,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
-        "nauc_precision_at_1_max": 0.345415,
-        "nauc_precision_at_1_std": -0.193698,
-        "nauc_precision_at_1_diff1": 0.626391,
-        "nauc_precision_at_3_max": 0.397003,
-        "nauc_precision_at_3_std": 0.112537,
-        "nauc_precision_at_3_diff1": 0.572977,
-        "nauc_precision_at_5_max": 0.855859,
-        "nauc_precision_at_5_std": 0.543768,
-        "nauc_precision_at_5_diff1": 0.667951,
-        "nauc_precision_at_10_max": 0.807812,
-        "nauc_precision_at_10_std": 0.435263,
-        "nauc_precision_at_10_diff1": 0.60084,
-        "nauc_precision_at_20_max": 0.934641,
-        "nauc_precision_at_20_std": 0.934641,
-        "nauc_precision_at_20_diff1": 0.540149,
-        "nauc_precision_at_100_max": 1.0,
-        "nauc_precision_at_100_std": 1.0,
-        "nauc_precision_at_100_diff1": 1.0,
-        "nauc_precision_at_1000_max": NaN,
-        "nauc_precision_at_1000_std": NaN,
-        "nauc_precision_at_1000_diff1": NaN,
-        "nauc_mrr_at_1_max": 0.345415,
-        "nauc_mrr_at_1_std": -0.193698,
-        "nauc_mrr_at_1_diff1": 0.626391,
-        "nauc_mrr_at_3_max": 0.354557,
-        "nauc_mrr_at_3_std": -0.092877,
-        "nauc_mrr_at_3_diff1": 0.608672,
-        "nauc_mrr_at_5_max": 0.393822,
-        "nauc_mrr_at_5_std": -0.080509,
-        "nauc_mrr_at_5_diff1": 0.626745,
-        "nauc_mrr_at_10_max": 0.386411,
-        "nauc_mrr_at_10_std": -0.092121,
-        "nauc_mrr_at_10_diff1": 0.623779,
-        "nauc_mrr_at_20_max": 0.38544,
-        "nauc_mrr_at_20_std": -0.089393,
-        "nauc_mrr_at_20_diff1": 0.62321,
-        "nauc_mrr_at_100_max": 0.382708,
-        "nauc_mrr_at_100_std": -0.093989,
-        "nauc_mrr_at_100_diff1": 0.623112,
-        "nauc_mrr_at_1000_max": 0.382708,
-        "nauc_mrr_at_1000_std": -0.093989,
-        "nauc_mrr_at_1000_diff1": 0.623112,
-        "main_score": 0.80845,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 915.0308191776276,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "a8bfdf1bf15181167a7e22e69cf8754bdea9b4c8",
   "task_name": "NanoFEVERRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.72,
+        "ndcg_at_3": 0.77578,
+        "ndcg_at_5": 0.82712,
+        "ndcg_at_10": 0.83486,
+        "ndcg_at_20": 0.84034,
+        "ndcg_at_100": 0.84473,
+        "ndcg_at_1000": 0.84613,
+        "map_at_1": 0.69667,
+        "map_at_3": 0.755,
+        "map_at_5": 0.7845,
+        "map_at_10": 0.78825,
+        "map_at_20": 0.7905,
+        "map_at_100": 0.79145,
+        "map_at_1000": 0.79149,
+        "recall_at_1": 0.69667,
+        "recall_at_3": 0.81333,
+        "recall_at_5": 0.93333,
+        "recall_at_10": 0.95333,
+        "recall_at_20": 0.97,
+        "recall_at_100": 0.99,
         "recall_at_1000": 1.0,
+        "precision_at_1": 0.72,
+        "precision_at_3": 0.28667,
+        "precision_at_5": 0.2,
+        "precision_at_10": 0.104,
+        "precision_at_20": 0.054,
+        "precision_at_100": 0.0112,
+        "precision_at_1000": 0.00114,
+        "mrr_at_1": 0.72,
+        "mrr_at_3": 0.776667,
+        "mrr_at_5": 0.804667,
+        "mrr_at_10": 0.807167,
+        "mrr_at_20": 0.808343,
+        "mrr_at_100": 0.808343,
+        "mrr_at_1000": 0.808343,
+        "nauc_ndcg_at_1_max": 0.281136,
+        "nauc_ndcg_at_1_std": -0.377366,
+        "nauc_ndcg_at_1_diff1": 0.708524,
+        "nauc_ndcg_at_3_max": 0.300647,
+        "nauc_ndcg_at_3_std": -0.160577,
+        "nauc_ndcg_at_3_diff1": 0.608583,
+        "nauc_ndcg_at_5_max": 0.371025,
+        "nauc_ndcg_at_5_std": -0.160394,
+        "nauc_ndcg_at_5_diff1": 0.646684,
+        "nauc_ndcg_at_10_max": 0.336702,
+        "nauc_ndcg_at_10_std": -0.214526,
+        "nauc_ndcg_at_10_diff1": 0.637053,
+        "nauc_ndcg_at_20_max": 0.329118,
+        "nauc_ndcg_at_20_std": -0.227313,
+        "nauc_ndcg_at_20_diff1": 0.651694,
+        "nauc_ndcg_at_100_max": 0.308237,
+        "nauc_ndcg_at_100_std": -0.263211,
+        "nauc_ndcg_at_100_diff1": 0.651897,
+        "nauc_ndcg_at_1000_max": 0.305724,
+        "nauc_ndcg_at_1000_std": -0.260143,
+        "nauc_ndcg_at_1000_diff1": 0.651178,
+        "nauc_map_at_1_max": 0.316545,
+        "nauc_map_at_1_std": -0.26555,
+        "nauc_map_at_1_diff1": 0.65203,
+        "nauc_map_at_3_max": 0.309393,
+        "nauc_map_at_3_std": -0.180677,
+        "nauc_map_at_3_diff1": 0.621201,
+        "nauc_map_at_5_max": 0.340607,
+        "nauc_map_at_5_std": -0.188799,
+        "nauc_map_at_5_diff1": 0.640342,
+        "nauc_map_at_10_max": 0.326701,
+        "nauc_map_at_10_std": -0.20982,
+        "nauc_map_at_10_diff1": 0.635585,
+        "nauc_map_at_20_max": 0.324374,
+        "nauc_map_at_20_std": -0.218785,
+        "nauc_map_at_20_diff1": 0.643589,
+        "nauc_map_at_100_max": 0.320946,
+        "nauc_map_at_100_std": -0.224454,
+        "nauc_map_at_100_diff1": 0.643389,
+        "nauc_map_at_1000_max": 0.320889,
+        "nauc_map_at_1000_std": -0.224371,
+        "nauc_map_at_1000_diff1": 0.643369,
+        "nauc_recall_at_1_max": 0.316545,
+        "nauc_recall_at_1_std": -0.26555,
+        "nauc_recall_at_1_diff1": 0.65203,
+        "nauc_recall_at_3_max": 0.332108,
+        "nauc_recall_at_3_std": 0.051677,
+        "nauc_recall_at_3_diff1": 0.522349,
+        "nauc_recall_at_5_max": 0.782446,
+        "nauc_recall_at_5_std": 0.472129,
+        "nauc_recall_at_5_diff1": 0.561088,
+        "nauc_recall_at_10_max": 0.689209,
+        "nauc_recall_at_10_std": 0.301921,
+        "nauc_recall_at_10_diff1": 0.460518,
+        "nauc_recall_at_20_max": 0.807812,
+        "nauc_recall_at_20_std": 0.435263,
+        "nauc_recall_at_20_diff1": 0.60084,
+        "nauc_recall_at_100_max": 0.554155,
+        "nauc_recall_at_100_std": -0.563492,
+        "nauc_recall_at_100_diff1": 0.722222,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
+        "nauc_precision_at_1_max": 0.281136,
+        "nauc_precision_at_1_std": -0.377366,
+        "nauc_precision_at_1_diff1": 0.708524,
+        "nauc_precision_at_3_max": 0.158668,
+        "nauc_precision_at_3_std": -0.194426,
+        "nauc_precision_at_3_diff1": 0.501873,
+        "nauc_precision_at_5_max": 0.059635,
+        "nauc_precision_at_5_std": -0.227807,
+        "nauc_precision_at_5_diff1": 0.183933,
+        "nauc_precision_at_10_max": -0.269008,
+        "nauc_precision_at_10_std": -0.480222,
+        "nauc_precision_at_10_diff1": -0.093823,
+        "nauc_precision_at_20_max": -0.371478,
+        "nauc_precision_at_20_std": -0.491884,
+        "nauc_precision_at_20_diff1": -0.106654,
+        "nauc_precision_at_100_max": -0.426706,
+        "nauc_precision_at_100_std": -0.506976,
+        "nauc_precision_at_100_diff1": -0.174582,
+        "nauc_precision_at_1000_max": -0.432116,
+        "nauc_precision_at_1000_std": -0.407991,
+        "nauc_precision_at_1000_diff1": -0.219542,
+        "nauc_mrr_at_1_max": 0.281136,
+        "nauc_mrr_at_1_std": -0.377366,
+        "nauc_mrr_at_1_diff1": 0.708524,
+        "nauc_mrr_at_3_max": 0.25298,
+        "nauc_mrr_at_3_std": -0.298746,
+        "nauc_mrr_at_3_diff1": 0.64758,
+        "nauc_mrr_at_5_max": 0.283435,
+        "nauc_mrr_at_5_std": -0.318969,
+        "nauc_mrr_at_5_diff1": 0.6761,
+        "nauc_mrr_at_10_max": 0.273068,
+        "nauc_mrr_at_10_std": -0.336161,
+        "nauc_mrr_at_10_diff1": 0.675433,
+        "nauc_mrr_at_20_max": 0.271141,
+        "nauc_mrr_at_20_std": -0.334602,
+        "nauc_mrr_at_20_diff1": 0.675112,
+        "nauc_mrr_at_100_max": 0.271141,
+        "nauc_mrr_at_100_std": -0.334602,
+        "nauc_mrr_at_100_diff1": 0.675112,
+        "nauc_mrr_at_1000_max": 0.271141,
+        "nauc_mrr_at_1000_std": -0.334602,
+        "nauc_mrr_at_1000_diff1": 0.675112,
+        "main_score": 0.83486,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 34.3288209438324,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoFiQA2018Retrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "4163ba032953d5044a7a6244261413f609c14342",
   "task_name": "NanoFiQA2018Retrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.18,
-        "ndcg_at_3": 0.27047,
-        "ndcg_at_5": 0.29544,
-        "ndcg_at_10": 0.34363,
-        "ndcg_at_20": 0.34363,
-        "ndcg_at_100": 0.38561,
-        "ndcg_at_1000": 0.40484,
-        "map_at_1": 0.18,
-        "map_at_3": 0.24667,
-        "map_at_5": 0.26067,
-        "map_at_10": 0.27852,
-        "map_at_20": 0.27852,
-        "map_at_100": 0.28482,
-        "map_at_1000": 0.28537,
-        "recall_at_1": 0.18,
-        "recall_at_3": 0.34,
-        "recall_at_5": 0.4,
-        "recall_at_10": 0.56,
-        "recall_at_20": 0.56,
-        "recall_at_100": 0.78,
-        "recall_at_1000": 0.94,
-        "precision_at_1": 0.18,
-        "precision_at_3": 0.11333,
-        "precision_at_5": 0.08,
-        "precision_at_10": 0.056,
-        "precision_at_20": 0.028,
-        "precision_at_100": 0.0078,
-        "precision_at_1000": 0.00094,
-        "mrr_at_1": 0.18,
-        "mrr_at_3": 0.246667,
-        "mrr_at_5": 0.260667,
-        "mrr_at_10": 0.278524,
-        "mrr_at_20": 0.278524,
-        "mrr_at_100": 0.284823,
-        "mrr_at_1000": 0.285374,
-        "nauc_ndcg_at_1_max": -0.209206,
-        "nauc_ndcg_at_1_std": 0.173526,
-        "nauc_ndcg_at_1_diff1": 0.339754,
-        "nauc_ndcg_at_3_max": -0.116024,
-        "nauc_ndcg_at_3_std": 0.142712,
-        "nauc_ndcg_at_3_diff1": 0.349154,
-        "nauc_ndcg_at_5_max": -0.177999,
-        "nauc_ndcg_at_5_std": 0.143121,
-        "nauc_ndcg_at_5_diff1": 0.312308,
-        "nauc_ndcg_at_10_max": -0.183544,
-        "nauc_ndcg_at_10_std": 0.139322,
-        "nauc_ndcg_at_10_diff1": 0.335889,
-        "nauc_ndcg_at_20_max": -0.183544,
-        "nauc_ndcg_at_20_std": 0.139322,
-        "nauc_ndcg_at_20_diff1": 0.335889,
-        "nauc_ndcg_at_100_max": -0.173081,
-        "nauc_ndcg_at_100_std": 0.105766,
-        "nauc_ndcg_at_100_diff1": 0.358194,
-        "nauc_ndcg_at_1000_max": -0.173973,
-        "nauc_ndcg_at_1000_std": 0.123963,
-        "nauc_ndcg_at_1000_diff1": 0.362002,
-        "nauc_map_at_1_max": -0.209206,
-        "nauc_map_at_1_std": 0.173526,
-        "nauc_map_at_1_diff1": 0.339754,
-        "nauc_map_at_3_max": -0.137275,
-        "nauc_map_at_3_std": 0.141069,
-        "nauc_map_at_3_diff1": 0.353301,
-        "nauc_map_at_5_max": -0.173897,
-        "nauc_map_at_5_std": 0.142526,
-        "nauc_map_at_5_diff1": 0.332142,
-        "nauc_map_at_10_max": -0.175294,
-        "nauc_map_at_10_std": 0.139924,
-        "nauc_map_at_10_diff1": 0.340825,
-        "nauc_map_at_20_max": -0.175294,
-        "nauc_map_at_20_std": 0.139924,
-        "nauc_map_at_20_diff1": 0.340825,
-        "nauc_map_at_100_max": -0.174632,
-        "nauc_map_at_100_std": 0.133435,
-        "nauc_map_at_100_diff1": 0.342875,
-        "nauc_map_at_1000_max": -0.174001,
-        "nauc_map_at_1000_std": 0.134307,
-        "nauc_map_at_1000_diff1": 0.343134,
-        "nauc_recall_at_1_max": -0.209206,
-        "nauc_recall_at_1_std": 0.173526,
-        "nauc_recall_at_1_diff1": 0.339754,
-        "nauc_recall_at_3_max": -0.062482,
-        "nauc_recall_at_3_std": 0.149712,
-        "nauc_recall_at_3_diff1": 0.336628,
-        "nauc_recall_at_5_max": -0.194361,
-        "nauc_recall_at_5_std": 0.146164,
-        "nauc_recall_at_5_diff1": 0.256874,
-        "nauc_recall_at_10_max": -0.216898,
-        "nauc_recall_at_10_std": 0.140728,
-        "nauc_recall_at_10_diff1": 0.327674,
-        "nauc_recall_at_20_max": -0.216898,
-        "nauc_recall_at_20_std": 0.140728,
-        "nauc_recall_at_20_diff1": 0.327674,
-        "nauc_recall_at_100_max": -0.144109,
-        "nauc_recall_at_100_std": -0.0785,
-        "nauc_recall_at_100_diff1": 0.512125,
-        "nauc_recall_at_1000_max": -0.321662,
-        "nauc_recall_at_1000_std": 0.037815,
-        "nauc_recall_at_1000_diff1": 0.956427,
-        "nauc_precision_at_1_max": -0.209206,
-        "nauc_precision_at_1_std": 0.173526,
-        "nauc_precision_at_1_diff1": 0.339754,
-        "nauc_precision_at_3_max": -0.062482,
-        "nauc_precision_at_3_std": 0.149712,
-        "nauc_precision_at_3_diff1": 0.336628,
-        "nauc_precision_at_5_max": -0.194361,
-        "nauc_precision_at_5_std": 0.146164,
-        "nauc_precision_at_5_diff1": 0.256874,
-        "nauc_precision_at_10_max": -0.216898,
-        "nauc_precision_at_10_std": 0.140728,
-        "nauc_precision_at_10_diff1": 0.327674,
-        "nauc_precision_at_20_max": -0.216898,
-        "nauc_precision_at_20_std": 0.140728,
-        "nauc_precision_at_20_diff1": 0.327674,
-        "nauc_precision_at_100_max": -0.144109,
-        "nauc_precision_at_100_std": -0.0785,
-        "nauc_precision_at_100_diff1": 0.512125,
-        "nauc_precision_at_1000_max": -0.321662,
-        "nauc_precision_at_1000_std": 0.037815,
-        "nauc_precision_at_1000_diff1": 0.956427,
-        "nauc_mrr_at_1_max": -0.209206,
-        "nauc_mrr_at_1_std": 0.173526,
-        "nauc_mrr_at_1_diff1": 0.339754,
-        "nauc_mrr_at_3_max": -0.137275,
-        "nauc_mrr_at_3_std": 0.141069,
-        "nauc_mrr_at_3_diff1": 0.353301,
-        "nauc_mrr_at_5_max": -0.173897,
-        "nauc_mrr_at_5_std": 0.142526,
-        "nauc_mrr_at_5_diff1": 0.332142,
-        "nauc_mrr_at_10_max": -0.175294,
-        "nauc_mrr_at_10_std": 0.139924,
-        "nauc_mrr_at_10_diff1": 0.340825,
-        "nauc_mrr_at_20_max": -0.175294,
-        "nauc_mrr_at_20_std": 0.139924,
-        "nauc_mrr_at_20_diff1": 0.340825,
-        "nauc_mrr_at_100_max": -0.174632,
-        "nauc_mrr_at_100_std": 0.133435,
-        "nauc_mrr_at_100_diff1": 0.342875,
-        "nauc_mrr_at_1000_max": -0.174001,
-        "nauc_mrr_at_1000_std": 0.134307,
-        "nauc_mrr_at_1000_diff1": 0.343134,
-        "main_score": 0.34363,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 819.8404316902161,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "4163ba032953d5044a7a6244261413f609c14342",
   "task_name": "NanoFiQA2018Retrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.38,
+        "ndcg_at_3": 0.39184,
+        "ndcg_at_5": 0.40257,
+        "ndcg_at_10": 0.43529,
+        "ndcg_at_20": 0.44426,
+        "ndcg_at_100": 0.49588,
+        "ndcg_at_1000": 0.52166,
+        "map_at_1": 0.21608,
+        "map_at_3": 0.30519,
+        "map_at_5": 0.33819,
+        "map_at_10": 0.3595,
+        "map_at_20": 0.3642,
+        "map_at_100": 0.37395,
+        "map_at_1000": 0.37557,
+        "recall_at_1": 0.21608,
+        "recall_at_3": 0.35985,
+        "recall_at_5": 0.43685,
+        "recall_at_10": 0.5494,
+        "recall_at_20": 0.57285,
+        "recall_at_100": 0.78792,
+        "recall_at_1000": 0.95261,
+        "precision_at_1": 0.38,
+        "precision_at_3": 0.25333,
+        "precision_at_5": 0.184,
+        "precision_at_10": 0.118,
+        "precision_at_20": 0.065,
+        "precision_at_100": 0.0188,
+        "precision_at_1000": 0.00232,
+        "mrr_at_1": 0.38,
+        "mrr_at_3": 0.46,
+        "mrr_at_5": 0.469,
+        "mrr_at_10": 0.478357,
+        "mrr_at_20": 0.480175,
+        "mrr_at_100": 0.486034,
+        "mrr_at_1000": 0.486371,
+        "nauc_ndcg_at_1_max": 0.271099,
+        "nauc_ndcg_at_1_std": -0.129493,
+        "nauc_ndcg_at_1_diff1": 0.73792,
+        "nauc_ndcg_at_3_max": 0.251425,
+        "nauc_ndcg_at_3_std": 0.032139,
+        "nauc_ndcg_at_3_diff1": 0.649917,
+        "nauc_ndcg_at_5_max": 0.135136,
+        "nauc_ndcg_at_5_std": 0.068227,
+        "nauc_ndcg_at_5_diff1": 0.565929,
+        "nauc_ndcg_at_10_max": 0.111087,
+        "nauc_ndcg_at_10_std": 0.09539,
+        "nauc_ndcg_at_10_diff1": 0.574868,
+        "nauc_ndcg_at_20_max": 0.118887,
+        "nauc_ndcg_at_20_std": 0.076248,
+        "nauc_ndcg_at_20_diff1": 0.603655,
+        "nauc_ndcg_at_100_max": 0.170814,
+        "nauc_ndcg_at_100_std": 0.037234,
+        "nauc_ndcg_at_100_diff1": 0.657783,
+        "nauc_ndcg_at_1000_max": 0.169033,
+        "nauc_ndcg_at_1000_std": 0.04121,
+        "nauc_ndcg_at_1000_diff1": 0.657885,
+        "nauc_map_at_1_max": -0.097056,
+        "nauc_map_at_1_std": 0.12132,
+        "nauc_map_at_1_diff1": 0.45076,
+        "nauc_map_at_3_max": 0.018901,
+        "nauc_map_at_3_std": 0.114293,
+        "nauc_map_at_3_diff1": 0.485752,
+        "nauc_map_at_5_max": 0.038222,
+        "nauc_map_at_5_std": 0.108835,
+        "nauc_map_at_5_diff1": 0.480928,
+        "nauc_map_at_10_max": 0.055459,
+        "nauc_map_at_10_std": 0.102567,
+        "nauc_map_at_10_diff1": 0.517626,
+        "nauc_map_at_20_max": 0.063328,
+        "nauc_map_at_20_std": 0.093616,
+        "nauc_map_at_20_diff1": 0.534604,
+        "nauc_map_at_100_max": 0.078358,
+        "nauc_map_at_100_std": 0.081657,
+        "nauc_map_at_100_diff1": 0.549252,
+        "nauc_map_at_1000_max": 0.07939,
+        "nauc_map_at_1000_std": 0.081354,
+        "nauc_map_at_1000_diff1": 0.549896,
+        "nauc_recall_at_1_max": -0.097056,
+        "nauc_recall_at_1_std": 0.12132,
+        "nauc_recall_at_1_diff1": 0.45076,
+        "nauc_recall_at_3_max": 0.057026,
+        "nauc_recall_at_3_std": 0.185781,
+        "nauc_recall_at_3_diff1": 0.436282,
+        "nauc_recall_at_5_max": -0.00593,
+        "nauc_recall_at_5_std": 0.153172,
+        "nauc_recall_at_5_diff1": 0.375864,
+        "nauc_recall_at_10_max": -0.033938,
+        "nauc_recall_at_10_std": 0.201946,
+        "nauc_recall_at_10_diff1": 0.400779,
+        "nauc_recall_at_20_max": -0.032334,
+        "nauc_recall_at_20_std": 0.149883,
+        "nauc_recall_at_20_diff1": 0.45278,
+        "nauc_recall_at_100_max": 0.092578,
+        "nauc_recall_at_100_std": 0.005571,
+        "nauc_recall_at_100_diff1": 0.632184,
+        "nauc_recall_at_1000_max": -0.550315,
+        "nauc_recall_at_1000_std": 0.154307,
+        "nauc_recall_at_1000_diff1": 0.681784,
+        "nauc_precision_at_1_max": 0.271099,
+        "nauc_precision_at_1_std": -0.129493,
+        "nauc_precision_at_1_diff1": 0.73792,
+        "nauc_precision_at_3_max": 0.522323,
+        "nauc_precision_at_3_std": -0.079044,
+        "nauc_precision_at_3_diff1": 0.678238,
+        "nauc_precision_at_5_max": 0.48906,
+        "nauc_precision_at_5_std": -0.084025,
+        "nauc_precision_at_5_diff1": 0.599308,
+        "nauc_precision_at_10_max": 0.490376,
+        "nauc_precision_at_10_std": -0.113508,
+        "nauc_precision_at_10_diff1": 0.656345,
+        "nauc_precision_at_20_max": 0.489812,
+        "nauc_precision_at_20_std": -0.170788,
+        "nauc_precision_at_20_diff1": 0.681722,
+        "nauc_precision_at_100_max": 0.592174,
+        "nauc_precision_at_100_std": -0.305267,
+        "nauc_precision_at_100_diff1": 0.66002,
+        "nauc_precision_at_1000_max": 0.508973,
+        "nauc_precision_at_1000_std": -0.308545,
+        "nauc_precision_at_1000_diff1": 0.491978,
+        "nauc_mrr_at_1_max": 0.271099,
+        "nauc_mrr_at_1_std": -0.129493,
+        "nauc_mrr_at_1_diff1": 0.73792,
+        "nauc_mrr_at_3_max": 0.360134,
+        "nauc_mrr_at_3_std": -0.044782,
+        "nauc_mrr_at_3_diff1": 0.785024,
+        "nauc_mrr_at_5_max": 0.34255,
+        "nauc_mrr_at_5_std": -0.051102,
+        "nauc_mrr_at_5_diff1": 0.773497,
+        "nauc_mrr_at_10_max": 0.339988,
+        "nauc_mrr_at_10_std": -0.048523,
+        "nauc_mrr_at_10_diff1": 0.767917,
+        "nauc_mrr_at_20_max": 0.335625,
+        "nauc_mrr_at_20_std": -0.054044,
+        "nauc_mrr_at_20_diff1": 0.76828,
+        "nauc_mrr_at_100_max": 0.335678,
+        "nauc_mrr_at_100_std": -0.055103,
+        "nauc_mrr_at_100_diff1": 0.770506,
+        "nauc_mrr_at_1000_max": 0.335768,
+        "nauc_mrr_at_1000_std": -0.055028,
+        "nauc_mrr_at_1000_diff1": 0.770412,
+        "main_score": 0.43529,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 23.955485105514526,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoHotpotQARetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "d79c0cdda980aba54842756770928035e1b61a51",
   "task_name": "NanoHotpotQARetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.28,
-        "ndcg_at_3": 0.52452,
-        "ndcg_at_5": 0.55036,
-        "ndcg_at_10": 0.56911,
-        "ndcg_at_20": 0.5789,
-        "ndcg_at_100": 0.60368,
-        "ndcg_at_1000": 0.60882,
-        "map_at_1": 0.28,
-        "map_at_3": 0.47,
-        "map_at_5": 0.485,
-        "map_at_10": 0.49236,
-        "map_at_20": 0.49486,
-        "map_at_100": 0.4993,
-        "map_at_1000": 0.49948,
-        "recall_at_1": 0.28,
-        "recall_at_3": 0.68,
-        "recall_at_5": 0.74,
-        "recall_at_10": 0.8,
-        "recall_at_20": 0.84,
-        "recall_at_100": 0.96,
         "recall_at_1000": 1.0,
-        "precision_at_1": 0.28,
-        "precision_at_3": 0.22667,
-        "precision_at_5": 0.148,
-        "precision_at_10": 0.08,
-        "precision_at_20": 0.042,
-        "precision_at_100": 0.0096,
-        "precision_at_1000": 0.001,
-        "mrr_at_1": 0.28,
-        "mrr_at_3": 0.47,
-        "mrr_at_5": 0.485,
-        "mrr_at_10": 0.492357,
-        "mrr_at_20": 0.494857,
-        "mrr_at_100": 0.499297,
-        "mrr_at_1000": 0.499481,
-        "nauc_ndcg_at_1_max": -0.20543,
-        "nauc_ndcg_at_1_std": -0.08372,
-        "nauc_ndcg_at_1_diff1": -0.12889,
-        "nauc_ndcg_at_3_max": -0.005424,
-        "nauc_ndcg_at_3_std": -0.118382,
-        "nauc_ndcg_at_3_diff1": -0.165391,
-        "nauc_ndcg_at_5_max": 0.017813,
-        "nauc_ndcg_at_5_std": -0.067805,
-        "nauc_ndcg_at_5_diff1": -0.156762,
-        "nauc_ndcg_at_10_max": -0.013589,
-        "nauc_ndcg_at_10_std": -0.080354,
-        "nauc_ndcg_at_10_diff1": -0.121589,
-        "nauc_ndcg_at_20_max": -0.011169,
-        "nauc_ndcg_at_20_std": -0.103407,
-        "nauc_ndcg_at_20_diff1": -0.089468,
-        "nauc_ndcg_at_100_max": -0.050488,
-        "nauc_ndcg_at_100_std": -0.1312,
-        "nauc_ndcg_at_100_diff1": -0.105915,
-        "nauc_ndcg_at_1000_max": -0.040832,
-        "nauc_ndcg_at_1000_std": -0.108708,
-        "nauc_ndcg_at_1000_diff1": -0.122084,
-        "nauc_map_at_1_max": -0.20543,
-        "nauc_map_at_1_std": -0.08372,
-        "nauc_map_at_1_diff1": -0.12889,
-        "nauc_map_at_3_max": -0.044408,
-        "nauc_map_at_3_std": -0.114111,
-        "nauc_map_at_3_diff1": -0.147537,
-        "nauc_map_at_5_max": -0.032988,
-        "nauc_map_at_5_std": -0.086264,
-        "nauc_map_at_5_diff1": -0.142211,
-        "nauc_map_at_10_max": -0.045577,
-        "nauc_map_at_10_std": -0.090597,
-        "nauc_map_at_10_diff1": -0.131544,
-        "nauc_map_at_20_max": -0.045265,
-        "nauc_map_at_20_std": -0.095927,
-        "nauc_map_at_20_diff1": -0.124299,
-        "nauc_map_at_100_max": -0.051713,
-        "nauc_map_at_100_std": -0.10038,
-        "nauc_map_at_100_diff1": -0.128331,
-        "nauc_map_at_1000_max": -0.051506,
-        "nauc_map_at_1000_std": -0.099744,
-        "nauc_map_at_1000_diff1": -0.128828,
-        "nauc_recall_at_1_max": -0.20543,
-        "nauc_recall_at_1_std": -0.08372,
-        "nauc_recall_at_1_diff1": -0.12889,
-        "nauc_recall_at_3_max": 0.116405,
-        "nauc_recall_at_3_std": -0.130157,
-        "nauc_recall_at_3_diff1": -0.227973,
-        "nauc_recall_at_5_max": 0.203398,
-        "nauc_recall_at_5_std": 0.011111,
-        "nauc_recall_at_5_diff1": -0.214387,
-        "nauc_recall_at_10_max": 0.106094,
-        "nauc_recall_at_10_std": -0.032168,
-        "nauc_recall_at_10_diff1": -0.047702,
-        "nauc_recall_at_20_max": 0.150282,
-        "nauc_recall_at_20_std": -0.181517,
-        "nauc_recall_at_20_diff1": 0.192624,
-        "nauc_recall_at_100_max": -0.50887,
-        "nauc_recall_at_100_std": -1.151727,
-        "nauc_recall_at_100_diff1": 0.613679,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
-        "nauc_precision_at_1_max": -0.20543,
-        "nauc_precision_at_1_std": -0.08372,
-        "nauc_precision_at_1_diff1": -0.12889,
-        "nauc_precision_at_3_max": 0.116405,
-        "nauc_precision_at_3_std": -0.130157,
-        "nauc_precision_at_3_diff1": -0.227973,
-        "nauc_precision_at_5_max": 0.203398,
-        "nauc_precision_at_5_std": 0.011111,
-        "nauc_precision_at_5_diff1": -0.214387,
-        "nauc_precision_at_10_max": 0.106094,
-        "nauc_precision_at_10_std": -0.032168,
-        "nauc_precision_at_10_diff1": -0.047702,
-        "nauc_precision_at_20_max": 0.150282,
-        "nauc_precision_at_20_std": -0.181517,
-        "nauc_precision_at_20_diff1": 0.192624,
-        "nauc_precision_at_100_max": -0.50887,
-        "nauc_precision_at_100_std": -1.151727,
-        "nauc_precision_at_100_diff1": 0.613679,
         "nauc_precision_at_1000_max": NaN,
         "nauc_precision_at_1000_std": NaN,
         "nauc_precision_at_1000_diff1": NaN,
-        "nauc_mrr_at_1_max": -0.20543,
-        "nauc_mrr_at_1_std": -0.08372,
-        "nauc_mrr_at_1_diff1": -0.12889,
-        "nauc_mrr_at_3_max": -0.044408,
-        "nauc_mrr_at_3_std": -0.114111,
-        "nauc_mrr_at_3_diff1": -0.147537,
-        "nauc_mrr_at_5_max": -0.032988,
-        "nauc_mrr_at_5_std": -0.086264,
-        "nauc_mrr_at_5_diff1": -0.142211,
-        "nauc_mrr_at_10_max": -0.045577,
-        "nauc_mrr_at_10_std": -0.090597,
-        "nauc_mrr_at_10_diff1": -0.131544,
-        "nauc_mrr_at_20_max": -0.045265,
-        "nauc_mrr_at_20_std": -0.095927,
-        "nauc_mrr_at_20_diff1": -0.124299,
-        "nauc_mrr_at_100_max": -0.051713,
-        "nauc_mrr_at_100_std": -0.10038,
-        "nauc_mrr_at_100_diff1": -0.128331,
-        "nauc_mrr_at_1000_max": -0.051506,
-        "nauc_mrr_at_1000_std": -0.099744,
-        "nauc_mrr_at_1000_diff1": -0.128828,
-        "main_score": 0.56911,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 44.64862608909607,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "d79c0cdda980aba54842756770928035e1b61a51",
   "task_name": "NanoHotpotQARetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.8,
+        "ndcg_at_3": 0.76876,
+        "ndcg_at_5": 0.78989,
+        "ndcg_at_10": 0.81012,
+        "ndcg_at_20": 0.81612,
+        "ndcg_at_100": 0.83822,
+        "ndcg_at_1000": 0.84267,
+        "map_at_1": 0.4,
+        "map_at_3": 0.71333,
+        "map_at_5": 0.73333,
+        "map_at_10": 0.74736,
+        "map_at_20": 0.74986,
+        "map_at_100": 0.75542,
+        "map_at_1000": 0.75563,
+        "recall_at_1": 0.4,
+        "recall_at_3": 0.77,
+        "recall_at_5": 0.81,
+        "recall_at_10": 0.86,
+        "recall_at_20": 0.88,
+        "recall_at_100": 0.97,
         "recall_at_1000": 1.0,
+        "precision_at_1": 0.8,
+        "precision_at_3": 0.51333,
+        "precision_at_5": 0.324,
+        "precision_at_10": 0.172,
+        "precision_at_20": 0.088,
+        "precision_at_100": 0.0194,
+        "precision_at_1000": 0.002,
+        "mrr_at_1": 0.8,
+        "mrr_at_3": 0.88,
+        "mrr_at_5": 0.88,
+        "mrr_at_10": 0.88,
+        "mrr_at_20": 0.88,
+        "mrr_at_100": 0.880952,
+        "mrr_at_1000": 0.880952,
+        "nauc_ndcg_at_1_max": 0.43951,
+        "nauc_ndcg_at_1_std": -0.194206,
+        "nauc_ndcg_at_1_diff1": 0.478621,
+        "nauc_ndcg_at_3_max": 0.33643,
+        "nauc_ndcg_at_3_std": -0.144016,
+        "nauc_ndcg_at_3_diff1": 0.164868,
+        "nauc_ndcg_at_5_max": 0.391898,
+        "nauc_ndcg_at_5_std": -0.059585,
+        "nauc_ndcg_at_5_diff1": 0.1741,
+        "nauc_ndcg_at_10_max": 0.382284,
+        "nauc_ndcg_at_10_std": -0.029047,
+        "nauc_ndcg_at_10_diff1": 0.232245,
+        "nauc_ndcg_at_20_max": 0.393828,
+        "nauc_ndcg_at_20_std": -0.051367,
+        "nauc_ndcg_at_20_diff1": 0.275757,
+        "nauc_ndcg_at_100_max": 0.359647,
+        "nauc_ndcg_at_100_std": -0.10044,
+        "nauc_ndcg_at_100_diff1": 0.260664,
+        "nauc_ndcg_at_1000_max": 0.377052,
+        "nauc_ndcg_at_1000_std": -0.08545,
+        "nauc_ndcg_at_1000_diff1": 0.245977,
+        "nauc_map_at_1_max": 0.43951,
+        "nauc_map_at_1_std": -0.194206,
+        "nauc_map_at_1_diff1": 0.478621,
+        "nauc_map_at_3_max": 0.323364,
+        "nauc_map_at_3_std": -0.17317,
+        "nauc_map_at_3_diff1": 0.132373,
+        "nauc_map_at_5_max": 0.365282,
+        "nauc_map_at_5_std": -0.110689,
+        "nauc_map_at_5_diff1": 0.137661,
+        "nauc_map_at_10_max": 0.359063,
+        "nauc_map_at_10_std": -0.093476,
+        "nauc_map_at_10_diff1": 0.161486,
+        "nauc_map_at_20_max": 0.362559,
+        "nauc_map_at_20_std": -0.101007,
+        "nauc_map_at_20_diff1": 0.174782,
+        "nauc_map_at_100_max": 0.356829,
+        "nauc_map_at_100_std": -0.109112,
+        "nauc_map_at_100_diff1": 0.170407,
+        "nauc_map_at_1000_max": 0.357427,
+        "nauc_map_at_1000_std": -0.108313,
+        "nauc_map_at_1000_diff1": 0.169837,
+        "nauc_recall_at_1_max": 0.43951,
+        "nauc_recall_at_1_std": -0.194206,
+        "nauc_recall_at_1_diff1": 0.478621,
+        "nauc_recall_at_3_max": 0.295723,
+        "nauc_recall_at_3_std": -0.129396,
+        "nauc_recall_at_3_diff1": 0.065487,
+        "nauc_recall_at_5_max": 0.39046,
+        "nauc_recall_at_5_std": 0.050003,
+        "nauc_recall_at_5_diff1": 0.066083,
+        "nauc_recall_at_10_max": 0.341081,
+        "nauc_recall_at_10_std": 0.157408,
+        "nauc_recall_at_10_diff1": 0.229191,
+        "nauc_recall_at_20_max": 0.3993,
+        "nauc_recall_at_20_std": 0.080349,
+        "nauc_recall_at_20_diff1": 0.431777,
+        "nauc_recall_at_100_max": -0.154528,
+        "nauc_recall_at_100_std": -0.434485,
+        "nauc_recall_at_100_diff1": 0.64986,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
+        "nauc_precision_at_1_max": 0.43951,
+        "nauc_precision_at_1_std": -0.194206,
+        "nauc_precision_at_1_diff1": 0.478621,
+        "nauc_precision_at_3_max": 0.295723,
+        "nauc_precision_at_3_std": -0.129396,
+        "nauc_precision_at_3_diff1": 0.065487,
+        "nauc_precision_at_5_max": 0.39046,
+        "nauc_precision_at_5_std": 0.050003,
+        "nauc_precision_at_5_diff1": 0.066083,
+        "nauc_precision_at_10_max": 0.341081,
+        "nauc_precision_at_10_std": 0.157408,
+        "nauc_precision_at_10_diff1": 0.229191,
+        "nauc_precision_at_20_max": 0.3993,
+        "nauc_precision_at_20_std": 0.080349,
+        "nauc_precision_at_20_diff1": 0.431777,
+        "nauc_precision_at_100_max": -0.154528,
+        "nauc_precision_at_100_std": -0.434485,
+        "nauc_precision_at_100_diff1": 0.64986,
         "nauc_precision_at_1000_max": NaN,
         "nauc_precision_at_1000_std": NaN,
         "nauc_precision_at_1000_diff1": NaN,
+        "nauc_mrr_at_1_max": 0.43951,
+        "nauc_mrr_at_1_std": -0.194206,
+        "nauc_mrr_at_1_diff1": 0.478621,
+        "nauc_mrr_at_3_max": 0.460144,
+        "nauc_mrr_at_3_std": -0.056987,
+        "nauc_mrr_at_3_diff1": 0.501413,
+        "nauc_mrr_at_5_max": 0.460144,
+        "nauc_mrr_at_5_std": -0.056987,
+        "nauc_mrr_at_5_diff1": 0.501413,
+        "nauc_mrr_at_10_max": 0.460144,
+        "nauc_mrr_at_10_std": -0.056987,
+        "nauc_mrr_at_10_diff1": 0.501413,
+        "nauc_mrr_at_20_max": 0.460144,
+        "nauc_mrr_at_20_std": -0.056987,
+        "nauc_mrr_at_20_diff1": 0.501413,
+        "nauc_mrr_at_100_max": 0.459348,
+        "nauc_mrr_at_100_std": -0.065934,
+        "nauc_mrr_at_100_diff1": 0.499544,
+        "nauc_mrr_at_1000_max": 0.459348,
+        "nauc_mrr_at_1000_std": -0.065934,
+        "nauc_mrr_at_1000_diff1": 0.499544,
+        "main_score": 0.81012,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 12.01117753982544,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoMSMARCORetrieval.json CHANGED Viewed

@@ -1,7 +1,7 @@
 {
   "dataset_revision": "7b8ff22f2771dc65ac5b439f222eb19a1f56abda",
   "task_name": "NanoMSMARCORetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 27.219139099121094,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "7b8ff22f2771dc65ac5b439f222eb19a1f56abda",
   "task_name": "NanoMSMARCORetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
       }
     ]
   },
+  "evaluation_time": 10.803709030151367,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoNFCorpusRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "dd542a7efb9ad2136b9e00768b60fca9038f8156",
   "task_name": "NanoNFCorpusRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.0,
-        "ndcg_at_3": 0.02262,
-        "ndcg_at_5": 0.03036,
-        "ndcg_at_10": 0.05535,
-        "ndcg_at_20": 0.0655,
-        "ndcg_at_100": 0.08448,
-        "ndcg_at_1000": 0.12968,
-        "map_at_1": 0.0,
-        "map_at_3": 0.01667,
-        "map_at_5": 0.02067,
-        "map_at_10": 0.0305,
-        "map_at_20": 0.03329,
-        "map_at_100": 0.03605,
-        "map_at_1000": 0.03703,
-        "recall_at_1": 0.0,
-        "recall_at_3": 0.04,
-        "recall_at_5": 0.06,
-        "recall_at_10": 0.14,
-        "recall_at_20": 0.18,
-        "recall_at_100": 0.28,
-        "recall_at_1000": 0.68,
-        "precision_at_1": 0.0,
-        "precision_at_3": 0.01333,
-        "precision_at_5": 0.012,
-        "precision_at_10": 0.014,
-        "precision_at_20": 0.009,
-        "precision_at_100": 0.0028,
-        "precision_at_1000": 0.00068,
-        "mrr_at_1": 0.0,
-        "mrr_at_3": 0.016667,
-        "mrr_at_5": 0.020667,
-        "mrr_at_10": 0.0305,
-        "mrr_at_20": 0.033288,
-        "mrr_at_100": 0.036047,
-        "mrr_at_1000": 0.037026,
-        "nauc_ndcg_at_1_max": NaN,
-        "nauc_ndcg_at_1_std": NaN,
-        "nauc_ndcg_at_1_diff1": NaN,
-        "nauc_ndcg_at_3_max": 1.0,
-        "nauc_ndcg_at_3_std": 0.512459,
-        "nauc_ndcg_at_3_diff1": 1.0,
-        "nauc_ndcg_at_5_max": 0.827663,
-        "nauc_ndcg_at_5_std": 0.363858,
-        "nauc_ndcg_at_5_diff1": 0.617782,
-        "nauc_ndcg_at_10_max": 0.421482,
-        "nauc_ndcg_at_10_std": 0.209535,
-        "nauc_ndcg_at_10_diff1": 0.464946,
-        "nauc_ndcg_at_20_max": 0.4211,
-        "nauc_ndcg_at_20_std": 0.196772,
-        "nauc_ndcg_at_20_diff1": 0.369961,
-        "nauc_ndcg_at_100_max": 0.315978,
-        "nauc_ndcg_at_100_std": 0.184349,
-        "nauc_ndcg_at_100_diff1": 0.200513,
-        "nauc_ndcg_at_1000_max": 0.302565,
-        "nauc_ndcg_at_1000_std": 0.204823,
-        "nauc_ndcg_at_1000_diff1": 0.2015,
-        "nauc_map_at_1_max": NaN,
-        "nauc_map_at_1_std": NaN,
-        "nauc_map_at_1_diff1": NaN,
-        "nauc_map_at_3_max": 1.0,
-        "nauc_map_at_3_std": 0.526697,
-        "nauc_map_at_3_diff1": 1.0,
-        "nauc_map_at_5_max": 0.869133,
-        "nauc_map_at_5_std": 0.411098,
-        "nauc_map_at_5_diff1": 0.709755,
-        "nauc_map_at_10_max": 0.559332,
-        "nauc_map_at_10_std": 0.271192,
-        "nauc_map_at_10_diff1": 0.580802,
-        "nauc_map_at_20_max": 0.555511,
-        "nauc_map_at_20_std": 0.264719,
-        "nauc_map_at_20_diff1": 0.52597,
-        "nauc_map_at_100_max": 0.515303,
-        "nauc_map_at_100_std": 0.246433,
-        "nauc_map_at_100_diff1": 0.469384,
-        "nauc_map_at_1000_max": 0.513893,
-        "nauc_map_at_1000_std": 0.245191,
-        "nauc_map_at_1000_diff1": 0.472138,
-        "nauc_recall_at_1_max": NaN,
-        "nauc_recall_at_1_std": NaN,
-        "nauc_recall_at_1_diff1": NaN,
-        "nauc_recall_at_3_max": 1.0,
-        "nauc_recall_at_3_std": 0.49289,
-        "nauc_recall_at_3_diff1": 1.0,
-        "nauc_recall_at_5_max": 0.774618,
-        "nauc_recall_at_5_std": 0.305071,
-        "nauc_recall_at_5_diff1": 0.500134,
-        "nauc_recall_at_10_max": 0.293012,
-        "nauc_recall_at_10_std": 0.158768,
-        "nauc_recall_at_10_diff1": 0.358819,
-        "nauc_recall_at_20_max": 0.307722,
-        "nauc_recall_at_20_std": 0.142687,
-        "nauc_recall_at_20_diff1": 0.233204,
-        "nauc_recall_at_100_max": 0.150707,
-        "nauc_recall_at_100_std": 0.15864,
-        "nauc_recall_at_100_diff1": -0.0445,
-        "nauc_recall_at_1000_max": 0.079988,
-        "nauc_recall_at_1000_std": 0.250639,
-        "nauc_recall_at_1000_diff1": -0.138864,
-        "nauc_precision_at_1_max": NaN,
-        "nauc_precision_at_1_std": NaN,
-        "nauc_precision_at_1_diff1": NaN,
-        "nauc_precision_at_3_max": 1.0,
-        "nauc_precision_at_3_std": 0.49289,
-        "nauc_precision_at_3_diff1": 1.0,
-        "nauc_precision_at_5_max": 0.774618,
-        "nauc_precision_at_5_std": 0.305071,
-        "nauc_precision_at_5_diff1": 0.500134,
-        "nauc_precision_at_10_max": 0.293012,
-        "nauc_precision_at_10_std": 0.158768,
-        "nauc_precision_at_10_diff1": 0.358819,
-        "nauc_precision_at_20_max": 0.307722,
-        "nauc_precision_at_20_std": 0.142687,
-        "nauc_precision_at_20_diff1": 0.233204,
-        "nauc_precision_at_100_max": 0.150707,
-        "nauc_precision_at_100_std": 0.15864,
-        "nauc_precision_at_100_diff1": -0.0445,
-        "nauc_precision_at_1000_max": 0.079988,
-        "nauc_precision_at_1000_std": 0.250639,
-        "nauc_precision_at_1000_diff1": -0.138864,
-        "nauc_mrr_at_1_max": NaN,
-        "nauc_mrr_at_1_std": NaN,
-        "nauc_mrr_at_1_diff1": NaN,
-        "nauc_mrr_at_3_max": 1.0,
-        "nauc_mrr_at_3_std": 0.526697,
-        "nauc_mrr_at_3_diff1": 1.0,
-        "nauc_mrr_at_5_max": 0.869133,
-        "nauc_mrr_at_5_std": 0.411098,
-        "nauc_mrr_at_5_diff1": 0.709755,
-        "nauc_mrr_at_10_max": 0.559332,
-        "nauc_mrr_at_10_std": 0.271192,
-        "nauc_mrr_at_10_diff1": 0.580802,
-        "nauc_mrr_at_20_max": 0.555511,
-        "nauc_mrr_at_20_std": 0.264719,
-        "nauc_mrr_at_20_diff1": 0.52597,
-        "nauc_mrr_at_100_max": 0.515303,
-        "nauc_mrr_at_100_std": 0.246433,
-        "nauc_mrr_at_100_diff1": 0.469384,
-        "nauc_mrr_at_1000_max": 0.513893,
-        "nauc_mrr_at_1000_std": 0.245191,
-        "nauc_mrr_at_1000_diff1": 0.472137,
-        "main_score": 0.05535,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 7509.081775903702,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "dd542a7efb9ad2136b9e00768b60fca9038f8156",
   "task_name": "NanoNFCorpusRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.34,
+        "ndcg_at_3": 0.32224,
+        "ndcg_at_5": 0.31112,
+        "ndcg_at_10": 0.2882,
+        "ndcg_at_20": 0.24467,
+        "ndcg_at_100": 0.22348,
+        "ndcg_at_1000": 0.34152,
+        "map_at_1": 0.01111,
+        "map_at_3": 0.02963,
+        "map_at_5": 0.04591,
+        "map_at_10": 0.06962,
+        "map_at_20": 0.07923,
+        "map_at_100": 0.09255,
+        "map_at_1000": 0.10952,
+        "recall_at_1": 0.01111,
+        "recall_at_3": 0.0327,
+        "recall_at_5": 0.05431,
+        "recall_at_10": 0.10942,
+        "recall_at_20": 0.13496,
+        "recall_at_100": 0.24094,
+        "recall_at_1000": 0.59788,
+        "precision_at_1": 0.34,
+        "precision_at_3": 0.32,
+        "precision_at_5": 0.304,
+        "precision_at_10": 0.266,
+        "precision_at_20": 0.186,
+        "precision_at_100": 0.0768,
+        "precision_at_1000": 0.02738,
+        "mrr_at_1": 0.34,
+        "mrr_at_3": 0.393333,
+        "mrr_at_5": 0.403333,
+        "mrr_at_10": 0.41869,
+        "mrr_at_20": 0.423782,
+        "mrr_at_100": 0.428765,
+        "mrr_at_1000": 0.429121,
+        "nauc_ndcg_at_1_max": 0.725589,
+        "nauc_ndcg_at_1_std": 0.573757,
+        "nauc_ndcg_at_1_diff1": 0.356422,
+        "nauc_ndcg_at_3_max": 0.587199,
+        "nauc_ndcg_at_3_std": 0.491458,
+        "nauc_ndcg_at_3_diff1": 0.336198,
+        "nauc_ndcg_at_5_max": 0.622204,
+        "nauc_ndcg_at_5_std": 0.44195,
+        "nauc_ndcg_at_5_diff1": 0.328509,
+        "nauc_ndcg_at_10_max": 0.62351,
+        "nauc_ndcg_at_10_std": 0.520885,
+        "nauc_ndcg_at_10_diff1": 0.323708,
+        "nauc_ndcg_at_20_max": 0.56945,
+        "nauc_ndcg_at_20_std": 0.511201,
+        "nauc_ndcg_at_20_diff1": 0.266295,
+        "nauc_ndcg_at_100_max": 0.483698,
+        "nauc_ndcg_at_100_std": 0.405291,
+        "nauc_ndcg_at_100_diff1": 0.315505,
+        "nauc_ndcg_at_1000_max": 0.57926,
+        "nauc_ndcg_at_1000_std": 0.449574,
+        "nauc_ndcg_at_1000_diff1": 0.3229,
+        "nauc_map_at_1_max": 0.551142,
+        "nauc_map_at_1_std": 0.171175,
+        "nauc_map_at_1_diff1": 0.487618,
+        "nauc_map_at_3_max": 0.477813,
+        "nauc_map_at_3_std": 0.132921,
+        "nauc_map_at_3_diff1": 0.445984,
+        "nauc_map_at_5_max": 0.50503,
+        "nauc_map_at_5_std": 0.127112,
+        "nauc_map_at_5_diff1": 0.411832,
+        "nauc_map_at_10_max": 0.502146,
+        "nauc_map_at_10_std": 0.186608,
+        "nauc_map_at_10_diff1": 0.513075,
+        "nauc_map_at_20_max": 0.520296,
+        "nauc_map_at_20_std": 0.221781,
+        "nauc_map_at_20_diff1": 0.506553,
+        "nauc_map_at_100_max": 0.516307,
+        "nauc_map_at_100_std": 0.257571,
+        "nauc_map_at_100_diff1": 0.477286,
+        "nauc_map_at_1000_max": 0.541941,
+        "nauc_map_at_1000_std": 0.349918,
+        "nauc_map_at_1000_diff1": 0.437191,
+        "nauc_recall_at_1_max": 0.551142,
+        "nauc_recall_at_1_std": 0.171175,
+        "nauc_recall_at_1_diff1": 0.487618,
+        "nauc_recall_at_3_max": 0.42542,
+        "nauc_recall_at_3_std": 0.109108,
+        "nauc_recall_at_3_diff1": 0.407253,
+        "nauc_recall_at_5_max": 0.486058,
+        "nauc_recall_at_5_std": 0.09171,
+        "nauc_recall_at_5_diff1": 0.366916,
+        "nauc_recall_at_10_max": 0.246182,
+        "nauc_recall_at_10_std": 0.077461,
+        "nauc_recall_at_10_diff1": 0.448298,
+        "nauc_recall_at_20_max": 0.239056,
+        "nauc_recall_at_20_std": 0.078632,
+        "nauc_recall_at_20_diff1": 0.413785,
+        "nauc_recall_at_100_max": 0.069693,
+        "nauc_recall_at_100_std": 0.007132,
+        "nauc_recall_at_100_diff1": 0.140532,
+        "nauc_recall_at_1000_max": -0.004053,
+        "nauc_recall_at_1000_std": -0.007935,
+        "nauc_recall_at_1000_diff1": 0.030953,
+        "nauc_precision_at_1_max": 0.725589,
+        "nauc_precision_at_1_std": 0.573757,
+        "nauc_precision_at_1_diff1": 0.356422,
+        "nauc_precision_at_3_max": 0.543954,
+        "nauc_precision_at_3_std": 0.470556,
+        "nauc_precision_at_3_diff1": 0.326126,
+        "nauc_precision_at_5_max": 0.603466,
+        "nauc_precision_at_5_std": 0.398975,
+        "nauc_precision_at_5_diff1": 0.313166,
+        "nauc_precision_at_10_max": 0.623134,
+        "nauc_precision_at_10_std": 0.543736,
+        "nauc_precision_at_10_diff1": 0.268308,
+        "nauc_precision_at_20_max": 0.524191,
+        "nauc_precision_at_20_std": 0.583906,
+        "nauc_precision_at_20_diff1": 0.161678,
+        "nauc_precision_at_100_max": 0.39901,
+        "nauc_precision_at_100_std": 0.643364,
+        "nauc_precision_at_100_diff1": -0.04769,
+        "nauc_precision_at_1000_max": 0.265817,
+        "nauc_precision_at_1000_std": 0.645241,
+        "nauc_precision_at_1000_diff1": -0.152353,
+        "nauc_mrr_at_1_max": 0.725589,
+        "nauc_mrr_at_1_std": 0.573757,
+        "nauc_mrr_at_1_diff1": 0.356422,
+        "nauc_mrr_at_3_max": 0.668661,
+        "nauc_mrr_at_3_std": 0.552533,
+        "nauc_mrr_at_3_diff1": 0.336535,
+        "nauc_mrr_at_5_max": 0.692071,
+        "nauc_mrr_at_5_std": 0.540938,
+        "nauc_mrr_at_5_diff1": 0.334486,
+        "nauc_mrr_at_10_max": 0.688559,
+        "nauc_mrr_at_10_std": 0.541765,
+        "nauc_mrr_at_10_diff1": 0.338946,
+        "nauc_mrr_at_20_max": 0.686266,
+        "nauc_mrr_at_20_std": 0.538505,
+        "nauc_mrr_at_20_diff1": 0.339026,
+        "nauc_mrr_at_100_max": 0.688934,
+        "nauc_mrr_at_100_std": 0.538904,
+        "nauc_mrr_at_100_diff1": 0.334934,
+        "nauc_mrr_at_1000_max": 0.68896,
+        "nauc_mrr_at_1000_std": 0.539056,
+        "nauc_mrr_at_1000_diff1": 0.335513,
+        "main_score": 0.2882,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 27.65613603591919,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoNQRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "77540146379abf95df8326a3c5bb9eb21c7146c3",
   "task_name": "NanoNQRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.54,
-        "ndcg_at_3": 0.58786,
-        "ndcg_at_5": 0.63778,
-        "ndcg_at_10": 0.67664,
-        "ndcg_at_20": 0.68164,
-        "ndcg_at_100": 0.69703,
-        "ndcg_at_1000": 0.70238,
         "map_at_1": 0.54,
-        "map_at_3": 0.57667,
         "map_at_5": 0.60467,
-        "map_at_10": 0.62071,
-        "map_at_20": 0.62205,
-        "map_at_100": 0.62438,
-        "map_at_1000": 0.62461,
         "recall_at_1": 0.54,
-        "recall_at_3": 0.62,
-        "recall_at_5": 0.74,
-        "recall_at_10": 0.86,
-        "recall_at_20": 0.88,
         "recall_at_100": 0.96,
         "recall_at_1000": 1.0,
-        "precision_at_1": 0.54,
-        "precision_at_3": 0.20667,
-        "precision_at_5": 0.148,
-        "precision_at_10": 0.086,
-        "precision_at_20": 0.044,
-        "precision_at_100": 0.0096,
-        "precision_at_1000": 0.001,
-        "mrr_at_1": 0.54,
-        "mrr_at_3": 0.576667,
-        "mrr_at_5": 0.604667,
-        "mrr_at_10": 0.620714,
-        "mrr_at_20": 0.622048,
-        "mrr_at_100": 0.624381,
-        "mrr_at_1000": 0.624606,
-        "nauc_ndcg_at_1_max": 0.61507,
-        "nauc_ndcg_at_1_std": 0.02095,
-        "nauc_ndcg_at_1_diff1": 0.570615,
-        "nauc_ndcg_at_3_max": 0.542863,
-        "nauc_ndcg_at_3_std": -0.008213,
-        "nauc_ndcg_at_3_diff1": 0.489508,
-        "nauc_ndcg_at_5_max": 0.567176,
-        "nauc_ndcg_at_5_std": 0.03566,
-        "nauc_ndcg_at_5_diff1": 0.497851,
-        "nauc_ndcg_at_10_max": 0.543854,
-        "nauc_ndcg_at_10_std": 0.000191,
-        "nauc_ndcg_at_10_diff1": 0.500801,
-        "nauc_ndcg_at_20_max": 0.546133,
-        "nauc_ndcg_at_20_std": 0.023085,
-        "nauc_ndcg_at_20_diff1": 0.495099,
-        "nauc_ndcg_at_100_max": 0.537067,
-        "nauc_ndcg_at_100_std": 0.017691,
-        "nauc_ndcg_at_100_diff1": 0.483139,
-        "nauc_ndcg_at_1000_max": 0.55425,
-        "nauc_ndcg_at_1000_std": 0.010323,
-        "nauc_ndcg_at_1000_diff1": 0.501034,
-        "nauc_map_at_1_max": 0.61507,
-        "nauc_map_at_1_std": 0.02095,
-        "nauc_map_at_1_diff1": 0.570615,
-        "nauc_map_at_3_max": 0.558744,
-        "nauc_map_at_3_std": -0.006377,
-        "nauc_map_at_3_diff1": 0.509946,
-        "nauc_map_at_5_max": 0.57276,
-        "nauc_map_at_5_std": 0.018194,
-        "nauc_map_at_5_diff1": 0.512852,
-        "nauc_map_at_10_max": 0.566028,
-        "nauc_map_at_10_std": 0.005011,
-        "nauc_map_at_10_diff1": 0.515075,
-        "nauc_map_at_20_max": 0.566642,
-        "nauc_map_at_20_std": 0.010309,
-        "nauc_map_at_20_diff1": 0.513817,
-        "nauc_map_at_100_max": 0.565601,
-        "nauc_map_at_100_std": 0.008164,
-        "nauc_map_at_100_diff1": 0.512734,
-        "nauc_map_at_1000_max": 0.566177,
-        "nauc_map_at_1000_std": 0.007913,
-        "nauc_map_at_1000_diff1": 0.513337,
-        "nauc_recall_at_1_max": 0.61507,
-        "nauc_recall_at_1_std": 0.02095,
-        "nauc_recall_at_1_diff1": 0.570615,
-        "nauc_recall_at_3_max": 0.495308,
-        "nauc_recall_at_3_std": -0.011414,
-        "nauc_recall_at_3_diff1": 0.427007,
-        "nauc_recall_at_5_max": 0.551235,
-        "nauc_recall_at_5_std": 0.111593,
-        "nauc_recall_at_5_diff1": 0.446494,
-        "nauc_recall_at_10_max": 0.386657,
-        "nauc_recall_at_10_std": -0.047596,
-        "nauc_recall_at_10_diff1": 0.421297,
-        "nauc_recall_at_20_max": 0.382914,
-        "nauc_recall_at_20_std": 0.141584,
-        "nauc_recall_at_20_diff1": 0.360643,
         "nauc_recall_at_100_max": -0.214753,
         "nauc_recall_at_100_std": 0.338469,
         "nauc_recall_at_100_diff1": -0.298786,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
-        "nauc_precision_at_1_max": 0.61507,
-        "nauc_precision_at_1_std": 0.02095,
-        "nauc_precision_at_1_diff1": 0.570615,
-        "nauc_precision_at_3_max": 0.495308,
-        "nauc_precision_at_3_std": -0.011414,
-        "nauc_precision_at_3_diff1": 0.427007,
-        "nauc_precision_at_5_max": 0.551235,
-        "nauc_precision_at_5_std": 0.111593,
-        "nauc_precision_at_5_diff1": 0.446494,
-        "nauc_precision_at_10_max": 0.386657,
-        "nauc_precision_at_10_std": -0.047596,
-        "nauc_precision_at_10_diff1": 0.421297,
-        "nauc_precision_at_20_max": 0.382914,
-        "nauc_precision_at_20_std": 0.141584,
-        "nauc_precision_at_20_diff1": 0.360643,
-        "nauc_precision_at_100_max": -0.214753,
-        "nauc_precision_at_100_std": 0.338469,
-        "nauc_precision_at_100_diff1": -0.298786,
-        "nauc_precision_at_1000_max": NaN,
-        "nauc_precision_at_1000_std": NaN,
-        "nauc_precision_at_1000_diff1": NaN,
-        "nauc_mrr_at_1_max": 0.61507,
-        "nauc_mrr_at_1_std": 0.02095,
-        "nauc_mrr_at_1_diff1": 0.570615,
-        "nauc_mrr_at_3_max": 0.558744,
-        "nauc_mrr_at_3_std": -0.006377,
-        "nauc_mrr_at_3_diff1": 0.509946,
-        "nauc_mrr_at_5_max": 0.57276,
-        "nauc_mrr_at_5_std": 0.018194,
-        "nauc_mrr_at_5_diff1": 0.512852,
-        "nauc_mrr_at_10_max": 0.566028,
-        "nauc_mrr_at_10_std": 0.005011,
-        "nauc_mrr_at_10_diff1": 0.515075,
-        "nauc_mrr_at_20_max": 0.566642,
-        "nauc_mrr_at_20_std": 0.010309,
-        "nauc_mrr_at_20_diff1": 0.513817,
-        "nauc_mrr_at_100_max": 0.565601,
-        "nauc_mrr_at_100_std": 0.008164,
-        "nauc_mrr_at_100_diff1": 0.512734,
-        "nauc_mrr_at_1000_max": 0.566177,
-        "nauc_mrr_at_1000_std": 0.007913,
-        "nauc_mrr_at_1000_diff1": 0.513337,
-        "main_score": 0.67664,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 5266.539369106293,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "77540146379abf95df8326a3c5bb9eb21c7146c3",
   "task_name": "NanoNQRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.58,
+        "ndcg_at_3": 0.59203,
+        "ndcg_at_5": 0.6439,
+        "ndcg_at_10": 0.68618,
+        "ndcg_at_20": 0.6976,
+        "ndcg_at_100": 0.71145,
+        "ndcg_at_1000": 0.71679,
         "map_at_1": 0.54,
+        "map_at_3": 0.57167,
         "map_at_5": 0.60467,
+        "map_at_10": 0.62388,
+        "map_at_20": 0.62828,
+        "map_at_100": 0.63062,
+        "map_at_1000": 0.63084,
         "recall_at_1": 0.54,
+        "recall_at_3": 0.61,
+        "recall_at_5": 0.73,
+        "recall_at_10": 0.85,
+        "recall_at_20": 0.89,
         "recall_at_100": 0.96,
         "recall_at_1000": 1.0,
+        "precision_at_1": 0.58,
+        "precision_at_3": 0.22,
+        "precision_at_5": 0.16,
+        "precision_at_10": 0.096,
+        "precision_at_20": 0.051,
+        "precision_at_100": 0.011,
+        "precision_at_1000": 0.00114,
+        "mrr_at_1": 0.58,
+        "mrr_at_3": 0.616667,
+        "mrr_at_5": 0.639667,
+        "mrr_at_10": 0.65619,
+        "mrr_at_20": 0.657524,
+        "mrr_at_100": 0.659212,
+        "mrr_at_1000": 0.659437,
+        "nauc_ndcg_at_1_max": 0.585745,
+        "nauc_ndcg_at_1_std": -0.039789,
+        "nauc_ndcg_at_1_diff1": 0.543489,
+        "nauc_ndcg_at_3_max": 0.506084,
+        "nauc_ndcg_at_3_std": -0.067105,
+        "nauc_ndcg_at_3_diff1": 0.468337,
+        "nauc_ndcg_at_5_max": 0.564441,
+        "nauc_ndcg_at_5_std": 0.005406,
+        "nauc_ndcg_at_5_diff1": 0.476919,
+        "nauc_ndcg_at_10_max": 0.532242,
+        "nauc_ndcg_at_10_std": -0.044445,
+        "nauc_ndcg_at_10_diff1": 0.490051,
+        "nauc_ndcg_at_20_max": 0.521719,
+        "nauc_ndcg_at_20_std": -0.033941,
+        "nauc_ndcg_at_20_diff1": 0.474287,
+        "nauc_ndcg_at_100_max": 0.508743,
+        "nauc_ndcg_at_100_std": -0.036994,
+        "nauc_ndcg_at_100_diff1": 0.456106,
+        "nauc_ndcg_at_1000_max": 0.525998,
+        "nauc_ndcg_at_1000_std": -0.046005,
+        "nauc_ndcg_at_1000_diff1": 0.474136,
+        "nauc_map_at_1_max": 0.562016,
+        "nauc_map_at_1_std": -0.034481,
+        "nauc_map_at_1_diff1": 0.539357,
+        "nauc_map_at_3_max": 0.516383,
+        "nauc_map_at_3_std": -0.062611,
+        "nauc_map_at_3_diff1": 0.487645,
+        "nauc_map_at_5_max": 0.559798,
+        "nauc_map_at_5_std": -0.012482,
+        "nauc_map_at_5_diff1": 0.486069,
+        "nauc_map_at_10_max": 0.545732,
+        "nauc_map_at_10_std": -0.034405,
+        "nauc_map_at_10_diff1": 0.492063,
+        "nauc_map_at_20_max": 0.54107,
+        "nauc_map_at_20_std": -0.034577,
+        "nauc_map_at_20_diff1": 0.48662,
+        "nauc_map_at_100_max": 0.539228,
+        "nauc_map_at_100_std": -0.037087,
+        "nauc_map_at_100_diff1": 0.48478,
+        "nauc_map_at_1000_max": 0.539796,
+        "nauc_map_at_1000_std": -0.037379,
+        "nauc_map_at_1000_diff1": 0.485375,
+        "nauc_recall_at_1_max": 0.562016,
+        "nauc_recall_at_1_std": -0.034481,
+        "nauc_recall_at_1_diff1": 0.539357,
+        "nauc_recall_at_3_max": 0.457913,
+        "nauc_recall_at_3_std": -0.068382,
+        "nauc_recall_at_3_diff1": 0.408474,
+        "nauc_recall_at_5_max": 0.578152,
+        "nauc_recall_at_5_std": 0.11337,
+        "nauc_recall_at_5_diff1": 0.427353,
+        "nauc_recall_at_10_max": 0.444647,
+        "nauc_recall_at_10_std": -0.046404,
+        "nauc_recall_at_10_diff1": 0.48643,
+        "nauc_recall_at_20_max": 0.362555,
+        "nauc_recall_at_20_std": 0.072932,
+        "nauc_recall_at_20_diff1": 0.378189,
         "nauc_recall_at_100_max": -0.214753,
         "nauc_recall_at_100_std": 0.338469,
         "nauc_recall_at_100_diff1": -0.298786,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
+        "nauc_precision_at_1_max": 0.585745,
+        "nauc_precision_at_1_std": -0.039789,
+        "nauc_precision_at_1_diff1": 0.543489,
+        "nauc_precision_at_3_max": 0.469481,
+        "nauc_precision_at_3_std": -0.082844,
+        "nauc_precision_at_3_diff1": 0.400578,
+        "nauc_precision_at_5_max": 0.502715,
+        "nauc_precision_at_5_std": 0.142437,
+        "nauc_precision_at_5_diff1": 0.275909,
+        "nauc_precision_at_10_max": 0.121907,
+        "nauc_precision_at_10_std": -0.062373,
+        "nauc_precision_at_10_diff1": 0.093486,
+        "nauc_precision_at_20_max": -0.034767,
+        "nauc_precision_at_20_std": -0.033226,
+        "nauc_precision_at_20_diff1": -0.063718,
+        "nauc_precision_at_100_max": -0.245575,
+        "nauc_precision_at_100_std": -0.049797,
+        "nauc_precision_at_100_diff1": -0.281514,
+        "nauc_precision_at_1000_max": -0.251177,
+        "nauc_precision_at_1000_std": -0.12037,
+        "nauc_precision_at_1000_diff1": -0.278374,
+        "nauc_mrr_at_1_max": 0.585745,
+        "nauc_mrr_at_1_std": -0.039789,
+        "nauc_mrr_at_1_diff1": 0.543489,
+        "nauc_mrr_at_3_max": 0.532207,
+        "nauc_mrr_at_3_std": -0.072164,
+        "nauc_mrr_at_3_diff1": 0.484906,
+        "nauc_mrr_at_5_max": 0.54811,
+        "nauc_mrr_at_5_std": -0.047437,
+        "nauc_mrr_at_5_diff1": 0.495787,
+        "nauc_mrr_at_10_max": 0.53962,
+        "nauc_mrr_at_10_std": -0.065201,
+        "nauc_mrr_at_10_diff1": 0.497011,
+        "nauc_mrr_at_20_max": 0.54016,
+        "nauc_mrr_at_20_std": -0.059871,
+        "nauc_mrr_at_20_diff1": 0.495598,
+        "nauc_mrr_at_100_max": 0.539099,
+        "nauc_mrr_at_100_std": -0.060541,
+        "nauc_mrr_at_100_diff1": 0.493624,
+        "nauc_mrr_at_1000_max": 0.539688,
+        "nauc_mrr_at_1000_std": -0.060863,
+        "nauc_mrr_at_1000_diff1": 0.494248,
+        "main_score": 0.68618,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 16.675766706466675,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoQuoraRetrieval.json CHANGED Viewed

@@ -1,99 +1,99 @@
 {
   "dataset_revision": "2ab2d73e6c862026282808b913a34f4136928545",
   "task_name": "NanoQuoraRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.8,
-        "ndcg_at_3": 0.89047,
-        "ndcg_at_5": 0.89909,
-        "ndcg_at_10": 0.90621,
-        "ndcg_at_20": 0.90621,
-        "ndcg_at_100": 0.90621,
-        "ndcg_at_1000": 0.90621,
-        "map_at_1": 0.8,
-        "map_at_3": 0.86667,
-        "map_at_5": 0.87167,
-        "map_at_10": 0.875,
-        "map_at_20": 0.875,
-        "map_at_100": 0.875,
-        "map_at_1000": 0.875,
-        "recall_at_1": 0.8,
-        "recall_at_3": 0.96,
-        "recall_at_5": 0.98,
-        "recall_at_10": 1.0,
         "recall_at_20": 1.0,
         "recall_at_100": 1.0,
         "recall_at_1000": 1.0,
-        "precision_at_1": 0.8,
-        "precision_at_3": 0.32,
-        "precision_at_5": 0.196,
-        "precision_at_10": 0.1,
-        "precision_at_20": 0.05,
-        "precision_at_100": 0.01,
-        "precision_at_1000": 0.001,
-        "mrr_at_1": 0.8,
-        "mrr_at_3": 0.866667,
-        "mrr_at_5": 0.871667,
-        "mrr_at_10": 0.875,
-        "mrr_at_20": 0.875,
-        "mrr_at_100": 0.875,
-        "mrr_at_1000": 0.875,
-        "nauc_ndcg_at_1_max": -0.048402,
-        "nauc_ndcg_at_1_std": -0.63017,
-        "nauc_ndcg_at_1_diff1": 0.788511,
-        "nauc_ndcg_at_3_max": -0.007287,
-        "nauc_ndcg_at_3_std": -0.717892,
-        "nauc_ndcg_at_3_diff1": 0.756105,
-        "nauc_ndcg_at_5_max": -0.040156,
-        "nauc_ndcg_at_5_std": -0.793522,
-        "nauc_ndcg_at_5_diff1": 0.791912,
-        "nauc_ndcg_at_10_max": -0.053255,
-        "nauc_ndcg_at_10_std": -0.717439,
-        "nauc_ndcg_at_10_diff1": 0.785693,
-        "nauc_ndcg_at_20_max": -0.053255,
-        "nauc_ndcg_at_20_std": -0.717439,
-        "nauc_ndcg_at_20_diff1": 0.785693,
-        "nauc_ndcg_at_100_max": -0.053255,
-        "nauc_ndcg_at_100_std": -0.717439,
-        "nauc_ndcg_at_100_diff1": 0.785693,
-        "nauc_ndcg_at_1000_max": -0.053255,
-        "nauc_ndcg_at_1000_std": -0.717439,
-        "nauc_ndcg_at_1000_diff1": 0.785693,
-        "nauc_map_at_1_max": -0.048402,
-        "nauc_map_at_1_std": -0.63017,
-        "nauc_map_at_1_diff1": 0.788511,
-        "nauc_map_at_3_max": -0.032894,
-        "nauc_map_at_3_std": -0.705271,
-        "nauc_map_at_3_diff1": 0.771219,
-        "nauc_map_at_5_max": -0.049002,
-        "nauc_map_at_5_std": -0.739386,
-        "nauc_map_at_5_diff1": 0.78824,
-        "nauc_map_at_10_max": -0.053853,
-        "nauc_map_at_10_std": -0.711128,
-        "nauc_map_at_10_diff1": 0.785952,
-        "nauc_map_at_20_max": -0.053853,
-        "nauc_map_at_20_std": -0.711128,
-        "nauc_map_at_20_diff1": 0.785952,
-        "nauc_map_at_100_max": -0.053853,
-        "nauc_map_at_100_std": -0.711128,
-        "nauc_map_at_100_diff1": 0.785952,
-        "nauc_map_at_1000_max": -0.053853,
-        "nauc_map_at_1000_std": -0.711128,
-        "nauc_map_at_1000_diff1": 0.785952,
-        "nauc_recall_at_1_max": -0.048402,
-        "nauc_recall_at_1_std": -0.63017,
-        "nauc_recall_at_1_diff1": 0.788511,
-        "nauc_recall_at_3_max": 0.24043,
-        "nauc_recall_at_3_std": -0.80859,
-        "nauc_recall_at_3_diff1": 0.613679,
-        "nauc_recall_at_5_max": 0.122782,
-        "nauc_recall_at_5_std": -1.739963,
-        "nauc_recall_at_5_diff1": 0.869281,
-        "nauc_recall_at_10_max": NaN,
-        "nauc_recall_at_10_std": NaN,
-        "nauc_recall_at_10_diff1": NaN,
         "nauc_recall_at_20_max": NaN,
         "nauc_recall_at_20_std": NaN,
         "nauc_recall_at_20_diff1": NaN,
@@ -103,49 +103,49 @@
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
-        "nauc_precision_at_1_max": -0.048402,
-        "nauc_precision_at_1_std": -0.63017,
-        "nauc_precision_at_1_diff1": 0.788511,
-        "nauc_precision_at_3_max": 0.24043,
-        "nauc_precision_at_3_std": -0.80859,
-        "nauc_precision_at_3_diff1": 0.613679,
-        "nauc_precision_at_5_max": 0.122782,
-        "nauc_precision_at_5_std": -1.739963,
-        "nauc_precision_at_5_diff1": 0.869281,
-        "nauc_precision_at_10_max": 1.0,
-        "nauc_precision_at_10_std": 1.0,
-        "nauc_precision_at_10_diff1": 1.0,
-        "nauc_precision_at_20_max": 1.0,
-        "nauc_precision_at_20_std": 1.0,
-        "nauc_precision_at_20_diff1": 1.0,
-        "nauc_precision_at_100_max": 1.0,
-        "nauc_precision_at_100_std": 1.0,
-        "nauc_precision_at_100_diff1": 1.0,
-        "nauc_precision_at_1000_max": NaN,
-        "nauc_precision_at_1000_std": NaN,
-        "nauc_precision_at_1000_diff1": NaN,
-        "nauc_mrr_at_1_max": -0.048402,
-        "nauc_mrr_at_1_std": -0.63017,
-        "nauc_mrr_at_1_diff1": 0.788511,
-        "nauc_mrr_at_3_max": -0.032894,
-        "nauc_mrr_at_3_std": -0.705271,
-        "nauc_mrr_at_3_diff1": 0.771219,
-        "nauc_mrr_at_5_max": -0.049002,
-        "nauc_mrr_at_5_std": -0.739386,
-        "nauc_mrr_at_5_diff1": 0.78824,
-        "nauc_mrr_at_10_max": -0.053853,
-        "nauc_mrr_at_10_std": -0.711128,
-        "nauc_mrr_at_10_diff1": 0.785952,
-        "nauc_mrr_at_20_max": -0.053853,
-        "nauc_mrr_at_20_std": -0.711128,
-        "nauc_mrr_at_20_diff1": 0.785952,
-        "nauc_mrr_at_100_max": -0.053853,
-        "nauc_mrr_at_100_std": -0.711128,
-        "nauc_mrr_at_100_diff1": 0.785952,
-        "nauc_mrr_at_1000_max": -0.053853,
-        "nauc_mrr_at_1000_std": -0.711128,
-        "nauc_mrr_at_1000_diff1": 0.785952,
-        "main_score": 0.90621,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 2417.329614162445,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "2ab2d73e6c862026282808b913a34f4136928545",
   "task_name": "NanoQuoraRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.96,
+        "ndcg_at_3": 0.96941,
+        "ndcg_at_5": 0.96658,
+        "ndcg_at_10": 0.9728,
+        "ndcg_at_20": 0.97772,
+        "ndcg_at_100": 0.97772,
+        "ndcg_at_1000": 0.97772,
+        "map_at_1": 0.85067,
+        "map_at_3": 0.94089,
+        "map_at_5": 0.94989,
+        "map_at_10": 0.95656,
+        "map_at_20": 0.96082,
+        "map_at_100": 0.96082,
+        "map_at_1000": 0.96082,
+        "recall_at_1": 0.85067,
+        "recall_at_3": 0.96533,
+        "recall_at_5": 0.976,
+        "recall_at_10": 0.98933,
         "recall_at_20": 1.0,
         "recall_at_100": 1.0,
         "recall_at_1000": 1.0,
+        "precision_at_1": 0.96,
+        "precision_at_3": 0.41333,
+        "precision_at_5": 0.256,
+        "precision_at_10": 0.134,
+        "precision_at_20": 0.07,
+        "precision_at_100": 0.014,
+        "precision_at_1000": 0.0014,
+        "mrr_at_1": 0.96,
+        "mrr_at_3": 0.98,
+        "mrr_at_5": 0.98,
+        "mrr_at_10": 0.98,
+        "mrr_at_20": 0.98,
+        "mrr_at_100": 0.98,
+        "mrr_at_1000": 0.98,
+        "nauc_ndcg_at_1_max": 0.275444,
+        "nauc_ndcg_at_1_std": -0.955649,
+        "nauc_ndcg_at_1_diff1": 1.0,
+        "nauc_ndcg_at_3_max": 0.210796,
+        "nauc_ndcg_at_3_std": -0.893855,
+        "nauc_ndcg_at_3_diff1": 0.846926,
+        "nauc_ndcg_at_5_max": 0.074427,
+        "nauc_ndcg_at_5_std": -1.153402,
+        "nauc_ndcg_at_5_diff1": 0.905152,
+        "nauc_ndcg_at_10_max": 0.099918,
+        "nauc_ndcg_at_10_std": -1.017276,
+        "nauc_ndcg_at_10_diff1": 0.89716,
+        "nauc_ndcg_at_20_max": 0.204036,
+        "nauc_ndcg_at_20_std": -0.900547,
+        "nauc_ndcg_at_20_diff1": 0.911416,
+        "nauc_ndcg_at_100_max": 0.204036,
+        "nauc_ndcg_at_100_std": -0.900547,
+        "nauc_ndcg_at_100_diff1": 0.911416,
+        "nauc_ndcg_at_1000_max": 0.204036,
+        "nauc_ndcg_at_1000_std": -0.900547,
+        "nauc_ndcg_at_1000_diff1": 0.911416,
+        "nauc_map_at_1_max": 0.021499,
+        "nauc_map_at_1_std": -0.693221,
+        "nauc_map_at_1_diff1": 0.847898,
+        "nauc_map_at_3_max": 0.012074,
+        "nauc_map_at_3_std": -1.008105,
+        "nauc_map_at_3_diff1": 0.833007,
+        "nauc_map_at_5_max": 0.071481,
+        "nauc_map_at_5_std": -1.111273,
+        "nauc_map_at_5_diff1": 0.890233,
+        "nauc_map_at_10_max": 0.086476,
+        "nauc_map_at_10_std": -1.012824,
+        "nauc_map_at_10_diff1": 0.88328,
+        "nauc_map_at_20_max": 0.142363,
+        "nauc_map_at_20_std": -0.956139,
+        "nauc_map_at_20_diff1": 0.888325,
+        "nauc_map_at_100_max": 0.142363,
+        "nauc_map_at_100_std": -0.956139,
+        "nauc_map_at_100_diff1": 0.888325,
+        "nauc_map_at_1000_max": 0.142363,
+        "nauc_map_at_1000_std": -0.956139,
+        "nauc_map_at_1000_diff1": 0.888325,
+        "nauc_recall_at_1_max": 0.021499,
+        "nauc_recall_at_1_std": -0.693221,
+        "nauc_recall_at_1_diff1": 0.847898,
+        "nauc_recall_at_3_max": -0.182647,
+        "nauc_recall_at_3_std": -1.245996,
+        "nauc_recall_at_3_diff1": 0.762174,
+        "nauc_recall_at_5_max": -0.171335,
+        "nauc_recall_at_5_std": -1.641923,
+        "nauc_recall_at_5_diff1": 0.881082,
+        "nauc_recall_at_10_max": -0.355159,
+        "nauc_recall_at_10_std": -1.519374,
+        "nauc_recall_at_10_diff1": 0.814134,
         "nauc_recall_at_20_max": NaN,
         "nauc_recall_at_20_std": NaN,
         "nauc_recall_at_20_diff1": NaN,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
+        "nauc_precision_at_1_max": 0.275444,
+        "nauc_precision_at_1_std": -0.955649,
+        "nauc_precision_at_1_diff1": 1.0,
+        "nauc_precision_at_3_max": 0.053977,
+        "nauc_precision_at_3_std": 0.407558,
+        "nauc_precision_at_3_diff1": -0.506845,
+        "nauc_precision_at_5_max": 0.082262,
+        "nauc_precision_at_5_std": 0.389381,
+        "nauc_precision_at_5_diff1": -0.474934,
+        "nauc_precision_at_10_max": 0.063355,
+        "nauc_precision_at_10_std": 0.509035,
+        "nauc_precision_at_10_diff1": -0.484674,
+        "nauc_precision_at_20_max": 0.081419,
+        "nauc_precision_at_20_std": 0.571014,
+        "nauc_precision_at_20_diff1": -0.482503,
+        "nauc_precision_at_100_max": 0.081419,
+        "nauc_precision_at_100_std": 0.571014,
+        "nauc_precision_at_100_diff1": -0.482503,
+        "nauc_precision_at_1000_max": 0.081419,
+        "nauc_precision_at_1000_std": 0.571014,
+        "nauc_precision_at_1000_diff1": -0.482503,
+        "nauc_mrr_at_1_max": 0.275444,
+        "nauc_mrr_at_1_std": -0.955649,
+        "nauc_mrr_at_1_diff1": 1.0,
+        "nauc_mrr_at_3_max": 0.275444,
+        "nauc_mrr_at_3_std": -0.955649,
+        "nauc_mrr_at_3_diff1": 1.0,
+        "nauc_mrr_at_5_max": 0.275444,
+        "nauc_mrr_at_5_std": -0.955649,
+        "nauc_mrr_at_5_diff1": 1.0,
+        "nauc_mrr_at_10_max": 0.275444,
+        "nauc_mrr_at_10_std": -0.955649,
+        "nauc_mrr_at_10_diff1": 1.0,
+        "nauc_mrr_at_20_max": 0.275444,
+        "nauc_mrr_at_20_std": -0.955649,
+        "nauc_mrr_at_20_diff1": 1.0,
+        "nauc_mrr_at_100_max": 0.275444,
+        "nauc_mrr_at_100_std": -0.955649,
+        "nauc_mrr_at_100_diff1": 1.0,
+        "nauc_mrr_at_1000_max": 0.275444,
+        "nauc_mrr_at_1000_std": -0.955649,
+        "nauc_mrr_at_1000_diff1": 1.0,
+        "main_score": 0.9728,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 2.6810142993927,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoSCIDOCSRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "484eb90549fc3f0b9c42b3551e80ceb999515537",
   "task_name": "NanoSCIDOCSRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.06,
-        "ndcg_at_3": 0.14571,
-        "ndcg_at_5": 0.19564,
-        "ndcg_at_10": 0.20826,
-        "ndcg_at_20": 0.21351,
-        "ndcg_at_100": 0.26058,
-        "ndcg_at_1000": 0.29811,
-        "map_at_1": 0.06,
-        "map_at_3": 0.12667,
-        "map_at_5": 0.15467,
-        "map_at_10": 0.15967,
-        "map_at_20": 0.16121,
-        "map_at_100": 0.16862,
-        "map_at_1000": 0.16928,
-        "recall_at_1": 0.06,
-        "recall_at_3": 0.2,
-        "recall_at_5": 0.32,
-        "recall_at_10": 0.36,
-        "recall_at_20": 0.38,
-        "recall_at_100": 0.62,
-        "recall_at_1000": 0.96,
-        "precision_at_1": 0.06,
-        "precision_at_3": 0.06667,
-        "precision_at_5": 0.064,
-        "precision_at_10": 0.036,
-        "precision_at_20": 0.019,
-        "precision_at_100": 0.0062,
-        "precision_at_1000": 0.00096,
-        "mrr_at_1": 0.06,
-        "mrr_at_3": 0.126667,
-        "mrr_at_5": 0.154667,
-        "mrr_at_10": 0.159667,
-        "mrr_at_20": 0.161205,
-        "mrr_at_100": 0.16835,
-        "mrr_at_1000": 0.169153,
-        "nauc_ndcg_at_1_max": -0.039531,
-        "nauc_ndcg_at_1_std": 0.005545,
-        "nauc_ndcg_at_1_diff1": 0.137018,
-        "nauc_ndcg_at_3_max": 0.037705,
-        "nauc_ndcg_at_3_std": -0.018673,
-        "nauc_ndcg_at_3_diff1": 0.039238,
-        "nauc_ndcg_at_5_max": 0.062351,
-        "nauc_ndcg_at_5_std": 0.075988,
-        "nauc_ndcg_at_5_diff1": -0.016909,
-        "nauc_ndcg_at_10_max": 0.121067,
-        "nauc_ndcg_at_10_std": 0.086369,
-        "nauc_ndcg_at_10_diff1": 0.012237,
-        "nauc_ndcg_at_20_max": 0.099281,
-        "nauc_ndcg_at_20_std": 0.06471,
-        "nauc_ndcg_at_20_diff1": 0.000365,
-        "nauc_ndcg_at_100_max": 0.08591,
-        "nauc_ndcg_at_100_std": -0.023533,
-        "nauc_ndcg_at_100_diff1": -0.063741,
-        "nauc_ndcg_at_1000_max": 0.081807,
-        "nauc_ndcg_at_1000_std": 0.006466,
-        "nauc_ndcg_at_1000_diff1": -0.048293,
-        "nauc_map_at_1_max": -0.039531,
-        "nauc_map_at_1_std": 0.005545,
-        "nauc_map_at_1_diff1": 0.137018,
-        "nauc_map_at_3_max": 0.030116,
-        "nauc_map_at_3_std": -0.017212,
-        "nauc_map_at_3_diff1": 0.039166,
-        "nauc_map_at_5_max": 0.048795,
-        "nauc_map_at_5_std": 0.043062,
-        "nauc_map_at_5_diff1": -0.001067,
-        "nauc_map_at_10_max": 0.076279,
-        "nauc_map_at_10_std": 0.048047,
-        "nauc_map_at_10_diff1": 0.012482,
-        "nauc_map_at_20_max": 0.068796,
-        "nauc_map_at_20_std": 0.040599,
-        "nauc_map_at_20_diff1": 0.008373,
-        "nauc_map_at_100_max": 0.068567,
-        "nauc_map_at_100_std": 0.025893,
-        "nauc_map_at_100_diff1": -0.004714,
-        "nauc_map_at_1000_max": 0.068736,
-        "nauc_map_at_1000_std": 0.026513,
-        "nauc_map_at_1000_diff1": -0.004221,
-        "nauc_recall_at_1_max": -0.039531,
-        "nauc_recall_at_1_std": 0.005545,
-        "nauc_recall_at_1_diff1": 0.137018,
-        "nauc_recall_at_3_max": 0.051631,
-        "nauc_recall_at_3_std": -0.02102,
-        "nauc_recall_at_3_diff1": 0.042912,
-        "nauc_recall_at_5_max": 0.085733,
-        "nauc_recall_at_5_std": 0.142567,
-        "nauc_recall_at_5_diff1": -0.043616,
-        "nauc_recall_at_10_max": 0.213562,
-        "nauc_recall_at_10_std": 0.163964,
-        "nauc_recall_at_10_diff1": 0.020574,
-        "nauc_recall_at_20_max": 0.15585,
-        "nauc_recall_at_20_std": 0.106724,
-        "nauc_recall_at_20_diff1": -0.010475,
-        "nauc_recall_at_100_max": 0.091161,
-        "nauc_recall_at_100_std": -0.248592,
-        "nauc_recall_at_100_diff1": -0.250469,
-        "nauc_recall_at_1000_max": -0.214753,
-        "nauc_recall_at_1000_std": -0.298786,
-        "nauc_recall_at_1000_diff1": -0.80859,
-        "nauc_precision_at_1_max": -0.039531,
-        "nauc_precision_at_1_std": 0.005545,
-        "nauc_precision_at_1_diff1": 0.137018,
-        "nauc_precision_at_3_max": 0.051631,
-        "nauc_precision_at_3_std": -0.02102,
-        "nauc_precision_at_3_diff1": 0.042912,
-        "nauc_precision_at_5_max": 0.085733,
-        "nauc_precision_at_5_std": 0.142567,
-        "nauc_precision_at_5_diff1": -0.043616,
-        "nauc_precision_at_10_max": 0.213562,
-        "nauc_precision_at_10_std": 0.163964,
-        "nauc_precision_at_10_diff1": 0.020574,
-        "nauc_precision_at_20_max": 0.15585,
-        "nauc_precision_at_20_std": 0.106724,
-        "nauc_precision_at_20_diff1": -0.010475,
-        "nauc_precision_at_100_max": 0.091161,
-        "nauc_precision_at_100_std": -0.248592,
-        "nauc_precision_at_100_diff1": -0.250469,
-        "nauc_precision_at_1000_max": -0.214753,
-        "nauc_precision_at_1000_std": -0.298786,
-        "nauc_precision_at_1000_diff1": -0.80859,
-        "nauc_mrr_at_1_max": -0.039531,
-        "nauc_mrr_at_1_std": 0.005545,
-        "nauc_mrr_at_1_diff1": 0.137018,
-        "nauc_mrr_at_3_max": 0.030116,
-        "nauc_mrr_at_3_std": -0.017212,
-        "nauc_mrr_at_3_diff1": 0.039166,
-        "nauc_mrr_at_5_max": 0.048795,
-        "nauc_mrr_at_5_std": 0.043062,
-        "nauc_mrr_at_5_diff1": -0.001067,
-        "nauc_mrr_at_10_max": 0.076279,
-        "nauc_mrr_at_10_std": 0.048047,
-        "nauc_mrr_at_10_diff1": 0.012482,
-        "nauc_mrr_at_20_max": 0.068796,
-        "nauc_mrr_at_20_std": 0.040599,
-        "nauc_mrr_at_20_diff1": 0.008373,
-        "nauc_mrr_at_100_max": 0.068991,
-        "nauc_mrr_at_100_std": 0.027197,
-        "nauc_mrr_at_100_diff1": -0.006234,
-        "nauc_mrr_at_1000_max": 0.069243,
-        "nauc_mrr_at_1000_std": 0.027281,
-        "nauc_mrr_at_1000_diff1": -0.004999,
-        "main_score": 0.20826,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 124.10428524017334,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "484eb90549fc3f0b9c42b3551e80ceb999515537",
   "task_name": "NanoSCIDOCSRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.38,
+        "ndcg_at_3": 0.35061,
+        "ndcg_at_5": 0.31111,
+        "ndcg_at_10": 0.34378,
+        "ndcg_at_20": 0.37223,
+        "ndcg_at_100": 0.40872,
+        "ndcg_at_1000": 0.48739,
+        "map_at_1": 0.07967,
+        "map_at_3": 0.16783,
+        "map_at_5": 0.21363,
+        "map_at_10": 0.23249,
+        "map_at_20": 0.24518,
+        "map_at_100": 0.25503,
+        "map_at_1000": 0.25833,
+        "recall_at_1": 0.07967,
+        "recall_at_3": 0.20967,
+        "recall_at_5": 0.28667,
+        "recall_at_10": 0.34667,
+        "recall_at_20": 0.41267,
+        "recall_at_100": 0.52367,
+        "recall_at_1000": 0.943,
+        "precision_at_1": 0.38,
+        "precision_at_3": 0.34,
+        "precision_at_5": 0.28,
+        "precision_at_10": 0.17,
+        "precision_at_20": 0.101,
+        "precision_at_100": 0.0256,
+        "precision_at_1000": 0.0046,
+        "mrr_at_1": 0.38,
+        "mrr_at_3": 0.516667,
+        "mrr_at_5": 0.530667,
+        "mrr_at_10": 0.538024,
+        "mrr_at_20": 0.54138,
+        "mrr_at_100": 0.544252,
+        "mrr_at_1000": 0.544408,
+        "nauc_ndcg_at_1_max": 0.190653,
+        "nauc_ndcg_at_1_std": 0.077873,
+        "nauc_ndcg_at_1_diff1": 0.377148,
+        "nauc_ndcg_at_3_max": 0.306882,
+        "nauc_ndcg_at_3_std": 0.2735,
+        "nauc_ndcg_at_3_diff1": 0.234581,
+        "nauc_ndcg_at_5_max": 0.310428,
+        "nauc_ndcg_at_5_std": 0.342001,
+        "nauc_ndcg_at_5_diff1": 0.163181,
+        "nauc_ndcg_at_10_max": 0.338626,
+        "nauc_ndcg_at_10_std": 0.402755,
+        "nauc_ndcg_at_10_diff1": 0.137757,
+        "nauc_ndcg_at_20_max": 0.386051,
+        "nauc_ndcg_at_20_std": 0.375926,
+        "nauc_ndcg_at_20_diff1": 0.144152,
+        "nauc_ndcg_at_100_max": 0.375602,
+        "nauc_ndcg_at_100_std": 0.309539,
+        "nauc_ndcg_at_100_diff1": 0.111266,
+        "nauc_ndcg_at_1000_max": 0.377169,
+        "nauc_ndcg_at_1000_std": 0.311346,
+        "nauc_ndcg_at_1000_diff1": 0.12589,
+        "nauc_map_at_1_max": 0.179375,
+        "nauc_map_at_1_std": 0.062758,
+        "nauc_map_at_1_diff1": 0.420426,
+        "nauc_map_at_3_max": 0.30478,
+        "nauc_map_at_3_std": 0.282263,
+        "nauc_map_at_3_diff1": 0.214275,
+        "nauc_map_at_5_max": 0.301641,
+        "nauc_map_at_5_std": 0.36812,
+        "nauc_map_at_5_diff1": 0.103314,
+        "nauc_map_at_10_max": 0.320254,
+        "nauc_map_at_10_std": 0.425527,
+        "nauc_map_at_10_diff1": 0.083018,
+        "nauc_map_at_20_max": 0.352837,
+        "nauc_map_at_20_std": 0.419376,
+        "nauc_map_at_20_diff1": 0.100075,
+        "nauc_map_at_100_max": 0.350106,
+        "nauc_map_at_100_std": 0.399872,
+        "nauc_map_at_100_diff1": 0.089689,
+        "nauc_map_at_1000_max": 0.351893,
+        "nauc_map_at_1000_std": 0.398911,
+        "nauc_map_at_1000_diff1": 0.089491,
+        "nauc_recall_at_1_max": 0.179375,
+        "nauc_recall_at_1_std": 0.062758,
+        "nauc_recall_at_1_diff1": 0.420426,
+        "nauc_recall_at_3_max": 0.324709,
+        "nauc_recall_at_3_std": 0.370123,
+        "nauc_recall_at_3_diff1": 0.219701,
+        "nauc_recall_at_5_max": 0.299609,
+        "nauc_recall_at_5_std": 0.43446,
+        "nauc_recall_at_5_diff1": 0.062291,
+        "nauc_recall_at_10_max": 0.322983,
+        "nauc_recall_at_10_std": 0.502514,
+        "nauc_recall_at_10_diff1": 0.005635,
+        "nauc_recall_at_20_max": 0.40248,
+        "nauc_recall_at_20_std": 0.420608,
+        "nauc_recall_at_20_diff1": 0.015849,
+        "nauc_recall_at_100_max": 0.315207,
+        "nauc_recall_at_100_std": 0.175102,
+        "nauc_recall_at_100_diff1": -0.091285,
+        "nauc_recall_at_1000_max": 0.335895,
+        "nauc_recall_at_1000_std": 0.007729,
+        "nauc_recall_at_1000_diff1": -0.317148,
+        "nauc_precision_at_1_max": 0.190653,
+        "nauc_precision_at_1_std": 0.077873,
+        "nauc_precision_at_1_diff1": 0.377148,
+        "nauc_precision_at_3_max": 0.330914,
+        "nauc_precision_at_3_std": 0.380804,
+        "nauc_precision_at_3_diff1": 0.191894,
+        "nauc_precision_at_5_max": 0.307924,
+        "nauc_precision_at_5_std": 0.440078,
+        "nauc_precision_at_5_diff1": 0.042369,
+        "nauc_precision_at_10_max": 0.326968,
+        "nauc_precision_at_10_std": 0.502324,
+        "nauc_precision_at_10_diff1": -0.013676,
+        "nauc_precision_at_20_max": 0.411451,
+        "nauc_precision_at_20_std": 0.425436,
+        "nauc_precision_at_20_diff1": 0.002332,
+        "nauc_precision_at_100_max": 0.334757,
+        "nauc_precision_at_100_std": 0.194045,
+        "nauc_precision_at_100_diff1": -0.096442,
+        "nauc_precision_at_1000_max": 0.295978,
+        "nauc_precision_at_1000_std": 0.088866,
+        "nauc_precision_at_1000_diff1": -0.393948,
+        "nauc_mrr_at_1_max": 0.190653,
+        "nauc_mrr_at_1_std": 0.077873,
+        "nauc_mrr_at_1_diff1": 0.377148,
+        "nauc_mrr_at_3_max": 0.289402,
+        "nauc_mrr_at_3_std": 0.128084,
+        "nauc_mrr_at_3_diff1": 0.37056,
+        "nauc_mrr_at_5_max": 0.328132,
+        "nauc_mrr_at_5_std": 0.114707,
+        "nauc_mrr_at_5_diff1": 0.364863,
+        "nauc_mrr_at_10_max": 0.327594,
+        "nauc_mrr_at_10_std": 0.120636,
+        "nauc_mrr_at_10_diff1": 0.371702,
+        "nauc_mrr_at_20_max": 0.320436,
+        "nauc_mrr_at_20_std": 0.113376,
+        "nauc_mrr_at_20_diff1": 0.366453,
+        "nauc_mrr_at_100_max": 0.316871,
+        "nauc_mrr_at_100_std": 0.112113,
+        "nauc_mrr_at_100_diff1": 0.364497,
+        "nauc_mrr_at_1000_max": 0.316761,
+        "nauc_mrr_at_1000_std": 0.112102,
+        "nauc_mrr_at_1000_diff1": 0.364706,
+        "main_score": 0.34378,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 12.464975118637085,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoSciFactRetrieval.json CHANGED Viewed

@@ -1,93 +1,93 @@
 {
   "dataset_revision": "309f1d1ae3ae2e092444a8a0c25bed59b82318bc",
   "task_name": "NanoSciFactRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.64,
-        "ndcg_at_3": 0.69786,
-        "ndcg_at_5": 0.69786,
-        "ndcg_at_10": 0.71129,
-        "ndcg_at_20": 0.71592,
-        "ndcg_at_100": 0.73978,
-        "ndcg_at_1000": 0.74959,
-        "map_at_1": 0.64,
-        "map_at_3": 0.68333,
-        "map_at_5": 0.68333,
-        "map_at_10": 0.68917,
-        "map_at_20": 0.69022,
-        "map_at_100": 0.69409,
-        "map_at_1000": 0.69442,
-        "recall_at_1": 0.64,
-        "recall_at_3": 0.74,
         "recall_at_5": 0.74,
         "recall_at_10": 0.78,
         "recall_at_20": 0.8,
         "recall_at_100": 0.92,
         "recall_at_1000": 1.0,
-        "precision_at_1": 0.64,
-        "precision_at_3": 0.24667,
-        "precision_at_5": 0.148,
-        "precision_at_10": 0.078,
-        "precision_at_20": 0.04,
-        "precision_at_100": 0.0092,
-        "precision_at_1000": 0.001,
-        "mrr_at_1": 0.64,
-        "mrr_at_3": 0.683333,
-        "mrr_at_5": 0.683333,
-        "mrr_at_10": 0.689167,
-        "mrr_at_20": 0.690219,
-        "mrr_at_100": 0.694086,
-        "mrr_at_1000": 0.694424,
-        "nauc_ndcg_at_1_max": 0.48844,
-        "nauc_ndcg_at_1_std": 0.163942,
-        "nauc_ndcg_at_1_diff1": 0.753385,
-        "nauc_ndcg_at_3_max": 0.570106,
-        "nauc_ndcg_at_3_std": 0.215758,
-        "nauc_ndcg_at_3_diff1": 0.78335,
-        "nauc_ndcg_at_5_max": 0.570106,
-        "nauc_ndcg_at_5_std": 0.215758,
-        "nauc_ndcg_at_5_diff1": 0.78335,
-        "nauc_ndcg_at_10_max": 0.56373,
-        "nauc_ndcg_at_10_std": 0.218278,
-        "nauc_ndcg_at_10_diff1": 0.766847,
-        "nauc_ndcg_at_20_max": 0.557753,
-        "nauc_ndcg_at_20_std": 0.214476,
-        "nauc_ndcg_at_20_diff1": 0.766841,
-        "nauc_ndcg_at_100_max": 0.552063,
-        "nauc_ndcg_at_100_std": 0.205047,
-        "nauc_ndcg_at_100_diff1": 0.756245,
-        "nauc_ndcg_at_1000_max": 0.551819,
-        "nauc_ndcg_at_1000_std": 0.207451,
-        "nauc_ndcg_at_1000_diff1": 0.760524,
-        "nauc_map_at_1_max": 0.48844,
-        "nauc_map_at_1_std": 0.163942,
-        "nauc_map_at_1_diff1": 0.753385,
-        "nauc_map_at_3_max": 0.555118,
-        "nauc_map_at_3_std": 0.201754,
-        "nauc_map_at_3_diff1": 0.769139,
-        "nauc_map_at_5_max": 0.555118,
-        "nauc_map_at_5_std": 0.201754,
-        "nauc_map_at_5_diff1": 0.769139,
-        "nauc_map_at_10_max": 0.552596,
-        "nauc_map_at_10_std": 0.203873,
-        "nauc_map_at_10_diff1": 0.761891,
-        "nauc_map_at_20_max": 0.551294,
-        "nauc_map_at_20_std": 0.203024,
-        "nauc_map_at_20_diff1": 0.761875,
-        "nauc_map_at_100_max": 0.550039,
-        "nauc_map_at_100_std": 0.201502,
-        "nauc_map_at_100_diff1": 0.760154,
-        "nauc_map_at_1000_max": 0.549774,
-        "nauc_map_at_1000_std": 0.201677,
-        "nauc_map_at_1000_diff1": 0.760236,
-        "nauc_recall_at_1_max": 0.48844,
-        "nauc_recall_at_1_std": 0.163942,
-        "nauc_recall_at_1_diff1": 0.753385,
-        "nauc_recall_at_3_max": 0.616926,
-        "nauc_recall_at_3_std": 0.262601,
-        "nauc_recall_at_3_diff1": 0.833746,
         "nauc_recall_at_5_max": 0.616926,
         "nauc_recall_at_5_std": 0.262601,
         "nauc_recall_at_5_diff1": 0.833746,
@@ -103,49 +103,49 @@
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
-        "nauc_precision_at_1_max": 0.48844,
-        "nauc_precision_at_1_std": 0.163942,
-        "nauc_precision_at_1_diff1": 0.753385,
-        "nauc_precision_at_3_max": 0.616926,
-        "nauc_precision_at_3_std": 0.262601,
-        "nauc_precision_at_3_diff1": 0.833746,
-        "nauc_precision_at_5_max": 0.616926,
-        "nauc_precision_at_5_std": 0.262601,
-        "nauc_precision_at_5_diff1": 0.833746,
-        "nauc_precision_at_10_max": 0.598136,
-        "nauc_precision_at_10_std": 0.269903,
-        "nauc_precision_at_10_diff1": 0.782306,
-        "nauc_precision_at_20_max": 0.567083,
-        "nauc_precision_at_20_std": 0.252448,
-        "nauc_precision_at_20_diff1": 0.783467,
-        "nauc_precision_at_100_max": 0.514006,
-        "nauc_precision_at_100_std": 0.172152,
-        "nauc_precision_at_100_diff1": 0.662698,
-        "nauc_precision_at_1000_max": NaN,
-        "nauc_precision_at_1000_std": NaN,
-        "nauc_precision_at_1000_diff1": NaN,
-        "nauc_mrr_at_1_max": 0.48844,
-        "nauc_mrr_at_1_std": 0.163942,
-        "nauc_mrr_at_1_diff1": 0.753385,
-        "nauc_mrr_at_3_max": 0.555118,
-        "nauc_mrr_at_3_std": 0.201754,
-        "nauc_mrr_at_3_diff1": 0.769139,
-        "nauc_mrr_at_5_max": 0.555118,
-        "nauc_mrr_at_5_std": 0.201754,
-        "nauc_mrr_at_5_diff1": 0.769139,
-        "nauc_mrr_at_10_max": 0.552596,
-        "nauc_mrr_at_10_std": 0.203873,
-        "nauc_mrr_at_10_diff1": 0.761891,
-        "nauc_mrr_at_20_max": 0.551294,
-        "nauc_mrr_at_20_std": 0.203024,
-        "nauc_mrr_at_20_diff1": 0.761875,
-        "nauc_mrr_at_100_max": 0.550039,
-        "nauc_mrr_at_100_std": 0.201502,
-        "nauc_mrr_at_100_diff1": 0.760154,
-        "nauc_mrr_at_1000_max": 0.549774,
-        "nauc_mrr_at_1000_std": 0.201677,
-        "nauc_mrr_at_1000_diff1": 0.760236,
-        "main_score": 0.71129,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 345.7967371940613,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "309f1d1ae3ae2e092444a8a0c25bed59b82318bc",
   "task_name": "NanoSciFactRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.68,
+        "ndcg_at_3": 0.70733,
+        "ndcg_at_5": 0.71114,
+        "ndcg_at_10": 0.72458,
+        "ndcg_at_20": 0.7292,
+        "ndcg_at_100": 0.75417,
+        "ndcg_at_1000": 0.76398,
+        "map_at_1": 0.645,
+        "map_at_3": 0.69,
+        "map_at_5": 0.69775,
+        "map_at_10": 0.70358,
+        "map_at_20": 0.70464,
+        "map_at_100": 0.70889,
+        "map_at_1000": 0.70923,
+        "recall_at_1": 0.645,
+        "recall_at_3": 0.73,
         "recall_at_5": 0.74,
         "recall_at_10": 0.78,
         "recall_at_20": 0.8,
         "recall_at_100": 0.92,
         "recall_at_1000": 1.0,
+        "precision_at_1": 0.68,
+        "precision_at_3": 0.26667,
+        "precision_at_5": 0.168,
+        "precision_at_10": 0.088,
+        "precision_at_20": 0.045,
+        "precision_at_100": 0.0104,
+        "precision_at_1000": 0.00112,
+        "mrr_at_1": 0.68,
+        "mrr_at_3": 0.706667,
+        "mrr_at_5": 0.706667,
+        "mrr_at_10": 0.7125,
+        "mrr_at_20": 0.713553,
+        "mrr_at_100": 0.717648,
+        "mrr_at_1000": 0.717986,
+        "nauc_ndcg_at_1_max": 0.603828,
+        "nauc_ndcg_at_1_std": 0.347868,
+        "nauc_ndcg_at_1_diff1": 0.84697,
+        "nauc_ndcg_at_3_max": 0.570151,
+        "nauc_ndcg_at_3_std": 0.260326,
+        "nauc_ndcg_at_3_diff1": 0.835382,
+        "nauc_ndcg_at_5_max": 0.601582,
+        "nauc_ndcg_at_5_std": 0.280139,
+        "nauc_ndcg_at_5_diff1": 0.831418,
+        "nauc_ndcg_at_10_max": 0.596274,
+        "nauc_ndcg_at_10_std": 0.285349,
+        "nauc_ndcg_at_10_diff1": 0.816325,
+        "nauc_ndcg_at_20_max": 0.590559,
+        "nauc_ndcg_at_20_std": 0.28237,
+        "nauc_ndcg_at_20_diff1": 0.817019,
+        "nauc_ndcg_at_100_max": 0.591307,
+        "nauc_ndcg_at_100_std": 0.286443,
+        "nauc_ndcg_at_100_diff1": 0.812621,
+        "nauc_ndcg_at_1000_max": 0.592938,
+        "nauc_ndcg_at_1000_std": 0.29286,
+        "nauc_ndcg_at_1000_diff1": 0.819791,
+        "nauc_map_at_1_max": 0.458449,
+        "nauc_map_at_1_std": 0.165083,
+        "nauc_map_at_1_diff1": 0.807023,
+        "nauc_map_at_3_max": 0.5219,
+        "nauc_map_at_3_std": 0.226863,
+        "nauc_map_at_3_diff1": 0.832665,
+        "nauc_map_at_5_max": 0.582949,
+        "nauc_map_at_5_std": 0.265296,
+        "nauc_map_at_5_diff1": 0.824819,
+        "nauc_map_at_10_max": 0.580805,
+        "nauc_map_at_10_std": 0.268543,
+        "nauc_map_at_10_diff1": 0.818252,
+        "nauc_map_at_20_max": 0.579544,
+        "nauc_map_at_20_std": 0.267859,
+        "nauc_map_at_20_diff1": 0.818405,
+        "nauc_map_at_100_max": 0.579675,
+        "nauc_map_at_100_std": 0.269314,
+        "nauc_map_at_100_diff1": 0.817944,
+        "nauc_map_at_1000_max": 0.579441,
+        "nauc_map_at_1000_std": 0.269587,
+        "nauc_map_at_1000_diff1": 0.818108,
+        "nauc_recall_at_1_max": 0.458449,
+        "nauc_recall_at_1_std": 0.165083,
+        "nauc_recall_at_1_diff1": 0.807023,
+        "nauc_recall_at_3_max": 0.524897,
+        "nauc_recall_at_3_std": 0.206118,
+        "nauc_recall_at_3_diff1": 0.838802,
         "nauc_recall_at_5_max": 0.616926,
         "nauc_recall_at_5_std": 0.262601,
         "nauc_recall_at_5_diff1": 0.833746,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
+        "nauc_precision_at_1_max": 0.603828,
+        "nauc_precision_at_1_std": 0.347868,
+        "nauc_precision_at_1_diff1": 0.84697,
+        "nauc_precision_at_3_max": 0.554126,
+        "nauc_precision_at_3_std": 0.422326,
+        "nauc_precision_at_3_diff1": 0.566207,
+        "nauc_precision_at_5_max": 0.63089,
+        "nauc_precision_at_5_std": 0.463576,
+        "nauc_precision_at_5_diff1": 0.397265,
+        "nauc_precision_at_10_max": 0.621884,
+        "nauc_precision_at_10_std": 0.482961,
+        "nauc_precision_at_10_diff1": 0.336078,
+        "nauc_precision_at_20_max": 0.606752,
+        "nauc_precision_at_20_std": 0.482447,
+        "nauc_precision_at_20_diff1": 0.31882,
+        "nauc_precision_at_100_max": 0.54549,
+        "nauc_precision_at_100_std": 0.56699,
+        "nauc_precision_at_100_diff1": 0.050113,
+        "nauc_precision_at_1000_max": 0.557553,
+        "nauc_precision_at_1000_std": 0.718272,
+        "nauc_precision_at_1000_diff1": -0.184599,
+        "nauc_mrr_at_1_max": 0.603828,
+        "nauc_mrr_at_1_std": 0.347868,
+        "nauc_mrr_at_1_diff1": 0.84697,
+        "nauc_mrr_at_3_max": 0.615512,
+        "nauc_mrr_at_3_std": 0.318892,
+        "nauc_mrr_at_3_diff1": 0.842402,
+        "nauc_mrr_at_5_max": 0.615512,
+        "nauc_mrr_at_5_std": 0.318892,
+        "nauc_mrr_at_5_diff1": 0.842402,
+        "nauc_mrr_at_10_max": 0.613877,
+        "nauc_mrr_at_10_std": 0.323112,
+        "nauc_mrr_at_10_diff1": 0.836002,
+        "nauc_mrr_at_20_max": 0.612692,
+        "nauc_mrr_at_20_std": 0.322582,
+        "nauc_mrr_at_20_diff1": 0.836213,
+        "nauc_mrr_at_100_max": 0.612886,
+        "nauc_mrr_at_100_std": 0.323992,
+        "nauc_mrr_at_100_diff1": 0.835782,
+        "nauc_mrr_at_1000_max": 0.612693,
+        "nauc_mrr_at_1000_std": 0.324346,
+        "nauc_mrr_at_1000_diff1": 0.835974,
+        "main_score": 0.72458,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 26.112049102783203,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/NanoTouche2020Retrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "0d2f26ed8c5ad309f95c7f9499c70a40e140fccd",
   "task_name": "NanoTouche2020Retrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.06122,
-        "ndcg_at_3": 0.09985,
-        "ndcg_at_5": 0.14901,
-        "ndcg_at_10": 0.19598,
-        "ndcg_at_20": 0.2379,
-        "ndcg_at_100": 0.28897,
-        "ndcg_at_1000": 0.30869,
-        "map_at_1": 0.06122,
-        "map_at_3": 0.09184,
-        "map_at_5": 0.11837,
-        "map_at_10": 0.13821,
-        "map_at_20": 0.15005,
-        "map_at_100": 0.15646,
-        "map_at_1000": 0.15744,
-        "recall_at_1": 0.06122,
-        "recall_at_3": 0.12245,
-        "recall_at_5": 0.2449,
-        "recall_at_10": 0.38776,
-        "recall_at_20": 0.55102,
-        "recall_at_100": 0.83673,
-        "recall_at_1000": 0.97959,
-        "precision_at_1": 0.06122,
-        "precision_at_3": 0.04082,
-        "precision_at_5": 0.04898,
-        "precision_at_10": 0.03878,
-        "precision_at_20": 0.02755,
-        "precision_at_100": 0.00837,
-        "precision_at_1000": 0.00098,
-        "mrr_at_1": 0.061224,
-        "mrr_at_3": 0.091837,
-        "mrr_at_5": 0.118367,
-        "mrr_at_10": 0.138209,
-        "mrr_at_20": 0.150046,
-        "mrr_at_100": 0.156456,
-        "mrr_at_1000": 0.15744,
-        "nauc_ndcg_at_1_max": -0.419157,
-        "nauc_ndcg_at_1_std": -0.372713,
-        "nauc_ndcg_at_1_diff1": -0.055525,
-        "nauc_ndcg_at_3_max": -0.426368,
-        "nauc_ndcg_at_3_std": -0.26245,
-        "nauc_ndcg_at_3_diff1": 0.057064,
-        "nauc_ndcg_at_5_max": -0.323647,
-        "nauc_ndcg_at_5_std": -0.277291,
-        "nauc_ndcg_at_5_diff1": 0.009601,
-        "nauc_ndcg_at_10_max": -0.378315,
-        "nauc_ndcg_at_10_std": -0.271297,
-        "nauc_ndcg_at_10_diff1": -0.038136,
-        "nauc_ndcg_at_20_max": -0.392919,
-        "nauc_ndcg_at_20_std": -0.324052,
-        "nauc_ndcg_at_20_diff1": -0.004931,
-        "nauc_ndcg_at_100_max": -0.393708,
-        "nauc_ndcg_at_100_std": -0.310147,
-        "nauc_ndcg_at_100_diff1": -0.043058,
-        "nauc_ndcg_at_1000_max": -0.41241,
-        "nauc_ndcg_at_1000_std": -0.311057,
-        "nauc_ndcg_at_1000_diff1": -0.032168,
-        "nauc_map_at_1_max": -0.419157,
-        "nauc_map_at_1_std": -0.372713,
-        "nauc_map_at_1_diff1": -0.055525,
-        "nauc_map_at_3_max": -0.425331,
-        "nauc_map_at_3_std": -0.2783,
-        "nauc_map_at_3_diff1": 0.040879,
-        "nauc_map_at_5_max": -0.359879,
-        "nauc_map_at_5_std": -0.285952,
-        "nauc_map_at_5_diff1": 0.016805,
-        "nauc_map_at_10_max": -0.387315,
-        "nauc_map_at_10_std": -0.283765,
-        "nauc_map_at_10_diff1": -0.012859,
-        "nauc_map_at_20_max": -0.397422,
-        "nauc_map_at_20_std": -0.305039,
-        "nauc_map_at_20_diff1": -0.002824,
-        "nauc_map_at_100_max": -0.395546,
-        "nauc_map_at_100_std": -0.304721,
-        "nauc_map_at_100_diff1": -0.003702,
-        "nauc_map_at_1000_max": -0.396344,
-        "nauc_map_at_1000_std": -0.304786,
-        "nauc_map_at_1000_diff1": -0.002493,
-        "nauc_recall_at_1_max": -0.419157,
-        "nauc_recall_at_1_std": -0.372713,
-        "nauc_recall_at_1_diff1": -0.055525,
-        "nauc_recall_at_3_max": -0.428603,
-        "nauc_recall_at_3_std": -0.228272,
-        "nauc_recall_at_3_diff1": 0.091962,
-        "nauc_recall_at_5_max": -0.255277,
-        "nauc_recall_at_5_std": -0.264723,
-        "nauc_recall_at_5_diff1": -0.00974,
-        "nauc_recall_at_10_max": -0.367587,
-        "nauc_recall_at_10_std": -0.25143,
-        "nauc_recall_at_10_diff1": -0.086569,
-        "nauc_recall_at_20_max": -0.383338,
-        "nauc_recall_at_20_std": -0.371059,
-        "nauc_recall_at_20_diff1": 0.001624,
-        "nauc_recall_at_100_max": -0.417451,
-        "nauc_recall_at_100_std": -0.291147,
-        "nauc_recall_at_100_diff1": -0.32691,
-        "nauc_recall_at_1000_max": -1.703241,
-        "nauc_recall_at_1000_std": -0.165986,
-        "nauc_recall_at_1000_diff1": -1.703241,
-        "nauc_precision_at_1_max": -0.419157,
-        "nauc_precision_at_1_std": -0.372713,
-        "nauc_precision_at_1_diff1": -0.055525,
-        "nauc_precision_at_3_max": -0.428603,
-        "nauc_precision_at_3_std": -0.228272,
-        "nauc_precision_at_3_diff1": 0.091962,
-        "nauc_precision_at_5_max": -0.255277,
-        "nauc_precision_at_5_std": -0.264723,
-        "nauc_precision_at_5_diff1": -0.00974,
-        "nauc_precision_at_10_max": -0.367587,
-        "nauc_precision_at_10_std": -0.25143,
-        "nauc_precision_at_10_diff1": -0.086569,
-        "nauc_precision_at_20_max": -0.383338,
-        "nauc_precision_at_20_std": -0.371059,
-        "nauc_precision_at_20_diff1": 0.001624,
-        "nauc_precision_at_100_max": -0.417451,
-        "nauc_precision_at_100_std": -0.291147,
-        "nauc_precision_at_100_diff1": -0.32691,
-        "nauc_precision_at_1000_max": -1.703241,
-        "nauc_precision_at_1000_std": -0.165986,
-        "nauc_precision_at_1000_diff1": -1.703241,
-        "nauc_mrr_at_1_max": -0.419157,
-        "nauc_mrr_at_1_std": -0.372713,
-        "nauc_mrr_at_1_diff1": -0.055525,
-        "nauc_mrr_at_3_max": -0.425331,
-        "nauc_mrr_at_3_std": -0.2783,
-        "nauc_mrr_at_3_diff1": 0.040879,
-        "nauc_mrr_at_5_max": -0.359879,
-        "nauc_mrr_at_5_std": -0.285952,
-        "nauc_mrr_at_5_diff1": 0.016805,
-        "nauc_mrr_at_10_max": -0.387315,
-        "nauc_mrr_at_10_std": -0.283765,
-        "nauc_mrr_at_10_diff1": -0.012859,
-        "nauc_mrr_at_20_max": -0.397422,
-        "nauc_mrr_at_20_std": -0.305039,
-        "nauc_mrr_at_20_diff1": -0.002824,
-        "nauc_mrr_at_100_max": -0.395546,
-        "nauc_mrr_at_100_std": -0.304721,
-        "nauc_mrr_at_100_diff1": -0.003702,
-        "nauc_mrr_at_1000_max": -0.396344,
-        "nauc_mrr_at_1000_std": -0.304786,
-        "nauc_mrr_at_1000_diff1": -0.002493,
-        "main_score": 0.19598,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 289.0700740814209,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "0d2f26ed8c5ad309f95c7f9499c70a40e140fccd",
   "task_name": "NanoTouche2020Retrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.57143,
+        "ndcg_at_3": 0.55581,
+        "ndcg_at_5": 0.53094,
+        "ndcg_at_10": 0.49541,
+        "ndcg_at_20": 0.47428,
+        "ndcg_at_100": 0.63481,
+        "ndcg_at_1000": 0.71088,
+        "map_at_1": 0.04097,
+        "map_at_3": 0.10465,
+        "map_at_5": 0.14906,
+        "map_at_10": 0.22003,
+        "map_at_20": 0.28155,
+        "map_at_100": 0.36833,
+        "map_at_1000": 0.38998,
+        "recall_at_1": 0.04097,
+        "recall_at_3": 0.11651,
+        "recall_at_5": 0.17939,
+        "recall_at_10": 0.29428,
+        "recall_at_20": 0.42939,
+        "recall_at_100": 0.78186,
+        "recall_at_1000": 0.97954,
+        "precision_at_1": 0.57143,
+        "precision_at_3": 0.55102,
+        "precision_at_5": 0.51837,
+        "precision_at_10": 0.44898,
+        "precision_at_20": 0.34898,
+        "precision_at_100": 0.14347,
+        "precision_at_1000": 0.01867,
+        "mrr_at_1": 0.571429,
+        "mrr_at_3": 0.666667,
+        "mrr_at_5": 0.698299,
+        "mrr_at_10": 0.707532,
+        "mrr_at_20": 0.709387,
+        "mrr_at_100": 0.709387,
+        "mrr_at_1000": 0.709387,
+        "nauc_ndcg_at_1_max": -0.219516,
+        "nauc_ndcg_at_1_std": -0.401958,
+        "nauc_ndcg_at_1_diff1": 0.207446,
+        "nauc_ndcg_at_3_max": -0.203655,
+        "nauc_ndcg_at_3_std": -0.361462,
+        "nauc_ndcg_at_3_diff1": 0.229647,
+        "nauc_ndcg_at_5_max": -0.164077,
+        "nauc_ndcg_at_5_std": -0.322797,
+        "nauc_ndcg_at_5_diff1": 0.165435,
+        "nauc_ndcg_at_10_max": -0.218821,
+        "nauc_ndcg_at_10_std": -0.36218,
+        "nauc_ndcg_at_10_diff1": 0.084922,
+        "nauc_ndcg_at_20_max": -0.309599,
+        "nauc_ndcg_at_20_std": -0.45031,
+        "nauc_ndcg_at_20_diff1": 0.015361,
+        "nauc_ndcg_at_100_max": -0.286982,
+        "nauc_ndcg_at_100_std": -0.35767,
+        "nauc_ndcg_at_100_diff1": 0.02029,
+        "nauc_ndcg_at_1000_max": -0.143203,
+        "nauc_ndcg_at_1000_std": -0.246105,
+        "nauc_ndcg_at_1000_diff1": 0.086785,
+        "nauc_map_at_1_max": -0.305771,
+        "nauc_map_at_1_std": -0.414086,
+        "nauc_map_at_1_diff1": 0.094114,
+        "nauc_map_at_3_max": -0.313893,
+        "nauc_map_at_3_std": -0.428444,
+        "nauc_map_at_3_diff1": 0.132035,
+        "nauc_map_at_5_max": -0.278551,
+        "nauc_map_at_5_std": -0.420479,
+        "nauc_map_at_5_diff1": 0.064211,
+        "nauc_map_at_10_max": -0.280525,
+        "nauc_map_at_10_std": -0.424199,
+        "nauc_map_at_10_diff1": 0.048452,
+        "nauc_map_at_20_max": -0.289784,
+        "nauc_map_at_20_std": -0.424841,
+        "nauc_map_at_20_diff1": 0.047124,
+        "nauc_map_at_100_max": -0.286884,
+        "nauc_map_at_100_std": -0.391839,
+        "nauc_map_at_100_diff1": 0.028391,
+        "nauc_map_at_1000_max": -0.243278,
+        "nauc_map_at_1000_std": -0.350726,
+        "nauc_map_at_1000_diff1": 0.038643,
+        "nauc_recall_at_1_max": -0.305771,
+        "nauc_recall_at_1_std": -0.414086,
+        "nauc_recall_at_1_diff1": 0.094114,
+        "nauc_recall_at_3_max": -0.354955,
+        "nauc_recall_at_3_std": -0.450898,
+        "nauc_recall_at_3_diff1": 0.096347,
+        "nauc_recall_at_5_max": -0.322087,
+        "nauc_recall_at_5_std": -0.42808,
+        "nauc_recall_at_5_diff1": -0.015172,
+        "nauc_recall_at_10_max": -0.344555,
+        "nauc_recall_at_10_std": -0.452783,
+        "nauc_recall_at_10_diff1": -0.068867,
+        "nauc_recall_at_20_max": -0.385486,
+        "nauc_recall_at_20_std": -0.477365,
+        "nauc_recall_at_20_diff1": -0.093251,
+        "nauc_recall_at_100_max": -0.294195,
+        "nauc_recall_at_100_std": -0.247545,
+        "nauc_recall_at_100_diff1": -0.113627,
+        "nauc_recall_at_1000_max": 0.363774,
+        "nauc_recall_at_1000_std": 0.642175,
+        "nauc_recall_at_1000_diff1": -0.021703,
+        "nauc_precision_at_1_max": -0.219516,
+        "nauc_precision_at_1_std": -0.401958,
+        "nauc_precision_at_1_diff1": 0.207446,
+        "nauc_precision_at_3_max": -0.208313,
+        "nauc_precision_at_3_std": -0.352378,
+        "nauc_precision_at_3_diff1": 0.232834,
+        "nauc_precision_at_5_max": -0.141191,
+        "nauc_precision_at_5_std": -0.286663,
+        "nauc_precision_at_5_diff1": 0.127789,
+        "nauc_precision_at_10_max": -0.159653,
+        "nauc_precision_at_10_std": -0.262945,
+        "nauc_precision_at_10_diff1": 0.024825,
+        "nauc_precision_at_20_max": -0.061664,
+        "nauc_precision_at_20_std": -0.111323,
+        "nauc_precision_at_20_diff1": 0.004109,
+        "nauc_precision_at_100_max": 0.432129,
+        "nauc_precision_at_100_std": 0.556626,
+        "nauc_precision_at_100_diff1": 0.111494,
+        "nauc_precision_at_1000_max": 0.634383,
+        "nauc_precision_at_1000_std": 0.678857,
+        "nauc_precision_at_1000_diff1": 0.16754,
+        "nauc_mrr_at_1_max": -0.219516,
+        "nauc_mrr_at_1_std": -0.401958,
+        "nauc_mrr_at_1_diff1": 0.207446,
+        "nauc_mrr_at_3_max": -0.282528,
+        "nauc_mrr_at_3_std": -0.457802,
+        "nauc_mrr_at_3_diff1": 0.209843,
+        "nauc_mrr_at_5_max": -0.258545,
+        "nauc_mrr_at_5_std": -0.396919,
+        "nauc_mrr_at_5_diff1": 0.193313,
+        "nauc_mrr_at_10_max": -0.279387,
+        "nauc_mrr_at_10_std": -0.421572,
+        "nauc_mrr_at_10_diff1": 0.179889,
+        "nauc_mrr_at_20_max": -0.268057,
+        "nauc_mrr_at_20_std": -0.420548,
+        "nauc_mrr_at_20_diff1": 0.194873,
+        "nauc_mrr_at_100_max": -0.268057,
+        "nauc_mrr_at_100_std": -0.420548,
+        "nauc_mrr_at_100_diff1": 0.194873,
+        "nauc_mrr_at_1000_max": -0.268057,
+        "nauc_mrr_at_1000_std": -0.420548,
+        "nauc_mrr_at_1000_diff1": 0.194873,
+        "main_score": 0.49541,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 36.753458738327026,
   "kg_co2_emissions": null
 }

results/intfloat__multilingual-e5-small/fd1525a9fd15316a2d503bf26ab031a61d056e98/model_meta.json CHANGED Viewed

@@ -1,123 +1 @@
-{
-  "name": "intfloat/multilingual-e5-small",
-  "revision": "fd1525a9fd15316a2d503bf26ab031a61d056e98",
-  "release_date": "2024-02-08",
-  "languages": [
-    "afr_Latn",
-    "amh_Latn",
-    "ara_Latn",
-    "asm_Latn",
-    "aze_Latn",
-    "bel_Latn",
-    "bul_Latn",
-    "ben_Latn",
-    "ben_Beng",
-    "bre_Latn",
-    "bos_Latn",
-    "cat_Latn",
-    "ces_Latn",
-    "cym_Latn",
-    "dan_Latn",
-    "deu_Latn",
-    "ell_Latn",
-    "eng_Latn",
-    "epo_Latn",
-    "spa_Latn",
-    "est_Latn",
-    "eus_Latn",
-    "fas_Latn",
-    "fin_Latn",
-    "fra_Latn",
-    "fry_Latn",
-    "gle_Latn",
-    "gla_Latn",
-    "glg_Latn",
-    "guj_Latn",
-    "hau_Latn",
-    "heb_Latn",
-    "hin_Latn",
-    "hin_Deva",
-    "hrv_Latn",
-    "hun_Latn",
-    "hye_Latn",
-    "ind_Latn",
-    "isl_Latn",
-    "ita_Latn",
-    "jpn_Latn",
-    "jav_Latn",
-    "kat_Latn",
-    "kaz_Latn",
-    "khm_Latn",
-    "kan_Latn",
-    "kor_Latn",
-    "kur_Latn",
-    "kir_Latn",
-    "lat_Latn",
-    "lao_Latn",
-    "lit_Latn",
-    "lav_Latn",
-    "mlg_Latn",
-    "mkd_Latn",
-    "mal_Latn",
-    "mon_Latn",
-    "mar_Latn",
-    "msa_Latn",
-    "mya_Latn",
-    "nep_Latn",
-    "nld_Latn",
-    "nob_Latn",
-    "orm_Latn",
-    "ori_Latn",
-    "pan_Latn",
-    "pol_Latn",
-    "pus_Latn",
-    "por_Latn",
-    "ron_Latn",
-    "rus_Latn",
-    "san_Latn",
-    "snd_Latn",
-    "sin_Latn",
-    "slk_Latn",
-    "slv_Latn",
-    "som_Latn",
-    "sqi_Latn",
-    "srp_Latn",
-    "sun_Latn",
-    "swe_Latn",
-    "swa_Latn",
-    "tam_Latn",
-    "tam_Taml",
-    "tel_Latn",
-    "tel_Telu",
-    "tha_Latn",
-    "tgl_Latn",
-    "tur_Latn",
-    "uig_Latn",
-    "ukr_Latn",
-    "urd_Latn",
-    "urd_Arab",
-    "uzb_Latn",
-    "vie_Latn",
-    "xho_Latn",
-    "yid_Latn",
-    "zho_Hant",
-    "zho_Hans"
-  ],
-  "n_parameters": 118000000,
-  "memory_usage": null,
-  "max_tokens": 512,
-  "embed_dim": 384,
-  "license": "mit",
-  "open_weights": true,
-  "public_training_data": null,
-  "public_training_code": null,
-  "framework": [
-    "Sentence Transformers",
-    "PyTorch"
-  ],
-  "reference": "https://huggingface.co/intfloat/multilingual-e5-small",
-  "similarity_fn_name": "cosine",
-  "use_instructions": true,
-  "zero_shot_benchmarks": null,
-  "loader": "sentence_transformers_loader"
-}


1	+ {"name": "intfloat/multilingual-e5-small", "revision": "fd1525a9fd15316a2d503bf26ab031a61d056e98", "release_date": "2024-02-08", "languages": ["afr_Latn", "amh_Latn", "ara_Latn", "asm_Latn", "aze_Latn", "bel_Latn", "bul_Latn", "ben_Latn", "ben_Beng", "bre_Latn", "bos_Latn", "cat_Latn", "ces_Latn", "cym_Latn", "dan_Latn", "deu_Latn", "ell_Latn", "eng_Latn", "epo_Latn", "spa_Latn", "est_Latn", "eus_Latn", "fas_Latn", "fin_Latn", "fra_Latn", "fry_Latn", "gle_Latn", "gla_Latn", "glg_Latn", "guj_Latn", "hau_Latn", "heb_Latn", "hin_Latn", "hin_Deva", "hrv_Latn", "hun_Latn", "hye_Latn", "ind_Latn", "isl_Latn", "ita_Latn", "jpn_Latn", "jav_Latn", "kat_Latn", "kaz_Latn", "khm_Latn", "kan_Latn", "kor_Latn", "kur_Latn", "kir_Latn", "lat_Latn", "lao_Latn", "lit_Latn", "lav_Latn", "mlg_Latn", "mkd_Latn", "mal_Latn", "mon_Latn", "mar_Latn", "msa_Latn", "mya_Latn", "nep_Latn", "nld_Latn", "nob_Latn", "orm_Latn", "ori_Latn", "pan_Latn", "pol_Latn", "pus_Latn", "por_Latn", "ron_Latn", "rus_Latn", "san_Latn", "snd_Latn", "sin_Latn", "slk_Latn", "slv_Latn", "som_Latn", "sqi_Latn", "srp_Latn", "sun_Latn", "swe_Latn", "swa_Latn", "tam_Latn", "tam_Taml", "tel_Latn", "tel_Telu", "tha_Latn", "tgl_Latn", "tur_Latn", "uig_Latn", "ukr_Latn", "urd_Latn", "urd_Arab", "uzb_Latn", "vie_Latn", "xho_Latn", "yid_Latn", "zho_Hant", "zho_Hans"], "n_parameters": 118000000, "memory_usage": null, "max_tokens": 512.0, "embed_dim": 384, "license": "mit", "open_weights": true, "public_training_data": null, "public_training_code": null, "framework": ["Sentence Transformers", "PyTorch"], "reference": "https://huggingface.co/intfloat/multilingual-e5-small", "similarity_fn_name": "cosine", "use_instructions": true, "training_datasets": null, "adapted_from": null, "superseded_by": null, "loader": "sentence_transformers_loader"}

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoArguAnaRetrieval.json CHANGED Viewed

@@ -1,7 +1,7 @@
 {
   "dataset_revision": "8f4a982d470a32c45817738b9d29042ca55d75ad",
   "task_name": "NanoArguAnaRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
@@ -34,67 +34,67 @@
         "precision_at_100": 0.01,
         "precision_at_1000": 0.001,
         "mrr_at_1": 0.24,
-        "mrr_at_3": 0.376667,
-        "mrr_at_5": 0.394667,
-        "mrr_at_10": 0.405833,
-        "mrr_at_20": 0.414849,
-        "mrr_at_100": 0.419145,
-        "mrr_at_1000": 0.419145,
         "nauc_ndcg_at_1_max": -0.357117,
         "nauc_ndcg_at_1_std": 0.059729,
         "nauc_ndcg_at_1_diff1": -0.294512,
-        "nauc_ndcg_at_3_max": -0.329092,
         "nauc_ndcg_at_3_std": -0.057361,
         "nauc_ndcg_at_3_diff1": -0.165806,
-        "nauc_ndcg_at_5_max": -0.19012,
         "nauc_ndcg_at_5_std": -0.015082,
         "nauc_ndcg_at_5_diff1": -0.105623,
-        "nauc_ndcg_at_10_max": -0.219283,
         "nauc_ndcg_at_10_std": -0.046178,
         "nauc_ndcg_at_10_diff1": -0.140322,
-        "nauc_ndcg_at_20_max": -0.257517,
         "nauc_ndcg_at_20_std": -0.025959,
         "nauc_ndcg_at_20_diff1": -0.192872,
-        "nauc_ndcg_at_100_max": -0.283752,
         "nauc_ndcg_at_100_std": -0.029024,
         "nauc_ndcg_at_100_diff1": -0.199797,
-        "nauc_ndcg_at_1000_max": -0.283752,
         "nauc_ndcg_at_1000_std": -0.029024,
         "nauc_ndcg_at_1000_diff1": -0.199797,
         "nauc_map_at_1_max": -0.357117,
         "nauc_map_at_1_std": 0.059729,
         "nauc_map_at_1_diff1": -0.294512,
-        "nauc_map_at_3_max": -0.339492,
         "nauc_map_at_3_std": -0.038685,
         "nauc_map_at_3_diff1": -0.205094,
-        "nauc_map_at_5_max": -0.262924,
         "nauc_map_at_5_std": -0.012898,
         "nauc_map_at_5_diff1": -0.174385,
-        "nauc_map_at_10_max": -0.276556,
         "nauc_map_at_10_std": -0.026549,
         "nauc_map_at_10_diff1": -0.190036,
-        "nauc_map_at_20_max": -0.28945,
         "nauc_map_at_20_std": -0.020172,
         "nauc_map_at_20_diff1": -0.206684,
-        "nauc_map_at_100_max": -0.295257,
         "nauc_map_at_100_std": -0.021835,
         "nauc_map_at_100_diff1": -0.209323,
-        "nauc_map_at_1000_max": -0.295257,
         "nauc_map_at_1000_std": -0.021835,
         "nauc_map_at_1000_diff1": -0.209323,
         "nauc_recall_at_1_max": -0.357117,
         "nauc_recall_at_1_std": 0.059729,
         "nauc_recall_at_1_diff1": -0.294512,
-        "nauc_recall_at_3_max": -0.29778,
         "nauc_recall_at_3_std": -0.107285,
         "nauc_recall_at_3_diff1": -0.049682,
-        "nauc_recall_at_5_max": 0.06064,
         "nauc_recall_at_5_std": -0.01421,
         "nauc_recall_at_5_diff1": 0.125112,
-        "nauc_recall_at_10_max": 0.004159,
         "nauc_recall_at_10_std": -0.120536,
         "nauc_recall_at_10_diff1": 0.043651,
-        "nauc_recall_at_20_max": -0.096956,
         "nauc_recall_at_20_std": -0.038905,
         "nauc_recall_at_20_diff1": -0.176424,
         "nauc_recall_at_100_max": NaN,
@@ -106,16 +106,16 @@
         "nauc_precision_at_1_max": -0.357117,
         "nauc_precision_at_1_std": 0.059729,
         "nauc_precision_at_1_diff1": -0.294512,
-        "nauc_precision_at_3_max": -0.29778,
         "nauc_precision_at_3_std": -0.107285,
         "nauc_precision_at_3_diff1": -0.049682,
-        "nauc_precision_at_5_max": 0.06064,
         "nauc_precision_at_5_std": -0.01421,
         "nauc_precision_at_5_diff1": 0.125112,
-        "nauc_precision_at_10_max": 0.004159,
         "nauc_precision_at_10_std": -0.120536,
         "nauc_precision_at_10_diff1": 0.043651,
-        "nauc_precision_at_20_max": -0.096956,
         "nauc_precision_at_20_std": -0.038905,
         "nauc_precision_at_20_diff1": -0.176424,
         "nauc_precision_at_100_max": 1.0,
@@ -127,24 +127,24 @@
         "nauc_mrr_at_1_max": -0.357117,
         "nauc_mrr_at_1_std": 0.059729,
         "nauc_mrr_at_1_diff1": -0.294512,
-        "nauc_mrr_at_3_max": -0.339492,
-        "nauc_mrr_at_3_std": -0.038685,
-        "nauc_mrr_at_3_diff1": -0.205094,
-        "nauc_mrr_at_5_max": -0.266093,
-        "nauc_mrr_at_5_std": -0.016503,
-        "nauc_mrr_at_5_diff1": -0.17462,
-        "nauc_mrr_at_10_max": -0.279767,
-        "nauc_mrr_at_10_std": -0.030205,
-        "nauc_mrr_at_10_diff1": -0.190248,
-        "nauc_mrr_at_20_max": -0.292246,
-        "nauc_mrr_at_20_std": -0.024409,
-        "nauc_mrr_at_20_diff1": -0.20638,
-        "nauc_mrr_at_100_max": -0.29808,
-        "nauc_mrr_at_100_std": -0.026125,
-        "nauc_mrr_at_100_diff1": -0.209009,
-        "nauc_mrr_at_1000_max": -0.29808,
-        "nauc_mrr_at_1000_std": -0.026125,
-        "nauc_mrr_at_1000_diff1": -0.209009,
         "main_score": 0.48348,
         "hf_subset": "default",
         "languages": [
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 18.634726762771606,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "8f4a982d470a32c45817738b9d29042ca55d75ad",
   "task_name": "NanoArguAnaRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
         "precision_at_100": 0.01,
         "precision_at_1000": 0.001,
         "mrr_at_1": 0.24,
+        "mrr_at_3": 0.38,
+        "mrr_at_5": 0.398,
+        "mrr_at_10": 0.409167,
+        "mrr_at_20": 0.418213,
+        "mrr_at_100": 0.422509,
+        "mrr_at_1000": 0.422509,
         "nauc_ndcg_at_1_max": -0.357117,
         "nauc_ndcg_at_1_std": 0.059729,
         "nauc_ndcg_at_1_diff1": -0.294512,
+        "nauc_ndcg_at_3_max": -0.343956,
         "nauc_ndcg_at_3_std": -0.057361,
         "nauc_ndcg_at_3_diff1": -0.165806,
+        "nauc_ndcg_at_5_max": -0.236596,
         "nauc_ndcg_at_5_std": -0.015082,
         "nauc_ndcg_at_5_diff1": -0.105623,
+        "nauc_ndcg_at_10_max": -0.268205,
         "nauc_ndcg_at_10_std": -0.046178,
         "nauc_ndcg_at_10_diff1": -0.140322,
+        "nauc_ndcg_at_20_max": -0.300897,
         "nauc_ndcg_at_20_std": -0.025959,
         "nauc_ndcg_at_20_diff1": -0.192872,
+        "nauc_ndcg_at_100_max": -0.314392,
         "nauc_ndcg_at_100_std": -0.029024,
         "nauc_ndcg_at_100_diff1": -0.199797,
+        "nauc_ndcg_at_1000_max": -0.314392,
         "nauc_ndcg_at_1000_std": -0.029024,
         "nauc_ndcg_at_1000_diff1": -0.199797,
         "nauc_map_at_1_max": -0.357117,
         "nauc_map_at_1_std": 0.059729,
         "nauc_map_at_1_diff1": -0.294512,
+        "nauc_map_at_3_max": -0.347524,
         "nauc_map_at_3_std": -0.038685,
         "nauc_map_at_3_diff1": -0.205094,
+        "nauc_map_at_5_max": -0.287876,
         "nauc_map_at_5_std": -0.012898,
         "nauc_map_at_5_diff1": -0.174385,
+        "nauc_map_at_10_max": -0.302033,
         "nauc_map_at_10_std": -0.026549,
         "nauc_map_at_10_diff1": -0.190036,
+        "nauc_map_at_20_max": -0.313565,
         "nauc_map_at_20_std": -0.020172,
         "nauc_map_at_20_diff1": -0.206684,
+        "nauc_map_at_100_max": -0.31779,
         "nauc_map_at_100_std": -0.021835,
         "nauc_map_at_100_diff1": -0.209323,
+        "nauc_map_at_1000_max": -0.31779,
         "nauc_map_at_1000_std": -0.021835,
         "nauc_map_at_1000_diff1": -0.209323,
         "nauc_recall_at_1_max": -0.357117,
         "nauc_recall_at_1_std": 0.059729,
         "nauc_recall_at_1_diff1": -0.294512,
+        "nauc_recall_at_3_max": -0.333551,
         "nauc_recall_at_3_std": -0.107285,
         "nauc_recall_at_3_diff1": -0.049682,
+        "nauc_recall_at_5_max": -0.060065,
         "nauc_recall_at_5_std": -0.01421,
         "nauc_recall_at_5_diff1": 0.125112,
+        "nauc_recall_at_10_max": -0.140072,
         "nauc_recall_at_10_std": -0.120536,
         "nauc_recall_at_10_diff1": 0.043651,
+        "nauc_recall_at_20_max": -0.251595,
         "nauc_recall_at_20_std": -0.038905,
         "nauc_recall_at_20_diff1": -0.176424,
         "nauc_recall_at_100_max": NaN,
         "nauc_precision_at_1_max": -0.357117,
         "nauc_precision_at_1_std": 0.059729,
         "nauc_precision_at_1_diff1": -0.294512,
+        "nauc_precision_at_3_max": -0.333551,
         "nauc_precision_at_3_std": -0.107285,
         "nauc_precision_at_3_diff1": -0.049682,
+        "nauc_precision_at_5_max": -0.060065,
         "nauc_precision_at_5_std": -0.01421,
         "nauc_precision_at_5_diff1": 0.125112,
+        "nauc_precision_at_10_max": -0.140072,
         "nauc_precision_at_10_std": -0.120536,
         "nauc_precision_at_10_diff1": 0.043651,
+        "nauc_precision_at_20_max": -0.251595,
         "nauc_precision_at_20_std": -0.038905,
         "nauc_precision_at_20_diff1": -0.176424,
         "nauc_precision_at_100_max": 1.0,
         "nauc_mrr_at_1_max": -0.357117,
         "nauc_mrr_at_1_std": 0.059729,
         "nauc_mrr_at_1_diff1": -0.294512,
+        "nauc_mrr_at_3_max": -0.346205,
+        "nauc_mrr_at_3_std": -0.044415,
+        "nauc_mrr_at_3_diff1": -0.187513,
+        "nauc_mrr_at_5_max": -0.289576,
+        "nauc_mrr_at_5_std": -0.022349,
+        "nauc_mrr_at_5_diff1": -0.156554,
+        "nauc_mrr_at_10_max": -0.303761,
+        "nauc_mrr_at_10_std": -0.036193,
+        "nauc_mrr_at_10_diff1": -0.171824,
+        "nauc_mrr_at_20_max": -0.315328,
+        "nauc_mrr_at_20_std": -0.030037,
+        "nauc_mrr_at_20_diff1": -0.188052,
+        "nauc_mrr_at_100_max": -0.319574,
+        "nauc_mrr_at_100_std": -0.031831,
+        "nauc_mrr_at_100_diff1": -0.190441,
+        "nauc_mrr_at_1000_max": -0.319574,
+        "nauc_mrr_at_1000_std": -0.031831,
+        "nauc_mrr_at_1000_diff1": -0.190441,
         "main_score": 0.48348,
         "hf_subset": "default",
         "languages": [
       }
     ]
   },
+  "evaluation_time": 7.7810399532318115,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoClimateFeverRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "96741bfa30b9f56db8c9eb7d08e775ed6474f206",
   "task_name": "NanoClimateFeverRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.14,
-        "ndcg_at_3": 0.17524,
-        "ndcg_at_5": 0.20881,
-        "ndcg_at_10": 0.2146,
-        "ndcg_at_20": 0.22956,
-        "ndcg_at_100": 0.28606,
-        "ndcg_at_1000": 0.31941,
-        "map_at_1": 0.14,
-        "map_at_3": 0.16667,
-        "map_at_5": 0.18567,
-        "map_at_10": 0.18767,
-        "map_at_20": 0.19165,
-        "map_at_100": 0.19993,
-        "map_at_1000": 0.20087,
-        "recall_at_1": 0.14,
-        "recall_at_3": 0.2,
-        "recall_at_5": 0.28,
-        "recall_at_10": 0.3,
-        "recall_at_20": 0.36,
-        "recall_at_100": 0.66,
-        "recall_at_1000": 0.94,
-        "precision_at_1": 0.14,
-        "precision_at_3": 0.06667,
-        "precision_at_5": 0.056,
-        "precision_at_10": 0.03,
-        "precision_at_20": 0.018,
-        "precision_at_100": 0.0066,
-        "precision_at_1000": 0.00094,
-        "mrr_at_1": 0.14,
-        "mrr_at_3": 0.166667,
-        "mrr_at_5": 0.185667,
-        "mrr_at_10": 0.187667,
-        "mrr_at_20": 0.19165,
-        "mrr_at_100": 0.199925,
-        "mrr_at_1000": 0.200867,
-        "nauc_ndcg_at_1_max": 0.417158,
-        "nauc_ndcg_at_1_std": 0.180152,
-        "nauc_ndcg_at_1_diff1": 0.038949,
-        "nauc_ndcg_at_3_max": 0.278583,
-        "nauc_ndcg_at_3_std": 0.030359,
-        "nauc_ndcg_at_3_diff1": -0.00857,
-        "nauc_ndcg_at_5_max": 0.263432,
-        "nauc_ndcg_at_5_std": 0.043563,
-        "nauc_ndcg_at_5_diff1": -0.075896,
-        "nauc_ndcg_at_10_max": 0.28394,
-        "nauc_ndcg_at_10_std": 0.078628,
-        "nauc_ndcg_at_10_diff1": -0.095463,
-        "nauc_ndcg_at_20_max": 0.265895,
-        "nauc_ndcg_at_20_std": 0.074935,
-        "nauc_ndcg_at_20_diff1": -0.100365,
-        "nauc_ndcg_at_100_max": 0.244629,
-        "nauc_ndcg_at_100_std": 0.056201,
-        "nauc_ndcg_at_100_diff1": -0.084325,
-        "nauc_ndcg_at_1000_max": 0.269013,
-        "nauc_ndcg_at_1000_std": 0.061506,
-        "nauc_ndcg_at_1000_diff1": -0.071862,
-        "nauc_map_at_1_max": 0.417158,
-        "nauc_map_at_1_std": 0.180152,
-        "nauc_map_at_1_diff1": 0.038949,
-        "nauc_map_at_3_max": 0.306044,
-        "nauc_map_at_3_std": 0.06283,
-        "nauc_map_at_3_diff1": -0.000825,
-        "nauc_map_at_5_max": 0.297168,
-        "nauc_map_at_5_std": 0.070768,
-        "nauc_map_at_5_diff1": -0.041058,
-        "nauc_map_at_10_max": 0.304664,
-        "nauc_map_at_10_std": 0.083715,
-        "nauc_map_at_10_diff1": -0.048497,
-        "nauc_map_at_20_max": 0.300034,
-        "nauc_map_at_20_std": 0.083029,
-        "nauc_map_at_20_diff1": -0.049551,
-        "nauc_map_at_100_max": 0.294924,
-        "nauc_map_at_100_std": 0.079122,
-        "nauc_map_at_100_diff1": -0.048761,
-        "nauc_map_at_1000_max": 0.296381,
-        "nauc_map_at_1000_std": 0.079732,
-        "nauc_map_at_1000_diff1": -0.04869,
-        "nauc_recall_at_1_max": 0.417158,
-        "nauc_recall_at_1_std": 0.180152,
-        "nauc_recall_at_1_diff1": 0.038949,
-        "nauc_recall_at_3_max": 0.210526,
-        "nauc_recall_at_3_std": -0.051179,
-        "nauc_recall_at_3_diff1": -0.027123,
-        "nauc_recall_at_5_max": 0.184927,
-        "nauc_recall_at_5_std": -0.018018,
-        "nauc_recall_at_5_diff1": -0.161434,
-        "nauc_recall_at_10_max": 0.245561,
-        "nauc_recall_at_10_std": 0.083286,
-        "nauc_recall_at_10_diff1": -0.214052,
-        "nauc_recall_at_20_max": 0.184984,
-        "nauc_recall_at_20_std": 0.068992,
-        "nauc_recall_at_20_diff1": -0.229203,
-        "nauc_recall_at_100_max": 0.080089,
-        "nauc_recall_at_100_std": -0.016529,
-        "nauc_recall_at_100_diff1": -0.156859,
-        "nauc_recall_at_1000_max": 0.142857,
-        "nauc_recall_at_1000_std": -0.20028,
-        "nauc_recall_at_1000_diff1": 0.103175,
-        "nauc_precision_at_1_max": 0.417158,
-        "nauc_precision_at_1_std": 0.180152,
-        "nauc_precision_at_1_diff1": 0.038949,
-        "nauc_precision_at_3_max": 0.210526,
-        "nauc_precision_at_3_std": -0.051179,
-        "nauc_precision_at_3_diff1": -0.027123,
-        "nauc_precision_at_5_max": 0.184927,
-        "nauc_precision_at_5_std": -0.018018,
-        "nauc_precision_at_5_diff1": -0.161434,
-        "nauc_precision_at_10_max": 0.245561,
-        "nauc_precision_at_10_std": 0.083286,
-        "nauc_precision_at_10_diff1": -0.214052,
-        "nauc_precision_at_20_max": 0.184984,
-        "nauc_precision_at_20_std": 0.068992,
-        "nauc_precision_at_20_diff1": -0.229203,
-        "nauc_precision_at_100_max": 0.080089,
-        "nauc_precision_at_100_std": -0.016529,
-        "nauc_precision_at_100_diff1": -0.156859,
-        "nauc_precision_at_1000_max": 0.142857,
-        "nauc_precision_at_1000_std": -0.20028,
-        "nauc_precision_at_1000_diff1": 0.103175,
-        "nauc_mrr_at_1_max": 0.417158,
-        "nauc_mrr_at_1_std": 0.180152,
-        "nauc_mrr_at_1_diff1": 0.038949,
-        "nauc_mrr_at_3_max": 0.306044,
-        "nauc_mrr_at_3_std": 0.06283,
-        "nauc_mrr_at_3_diff1": -0.000825,
-        "nauc_mrr_at_5_max": 0.297168,
-        "nauc_mrr_at_5_std": 0.070768,
-        "nauc_mrr_at_5_diff1": -0.041058,
-        "nauc_mrr_at_10_max": 0.304664,
-        "nauc_mrr_at_10_std": 0.083715,
-        "nauc_mrr_at_10_diff1": -0.048497,
-        "nauc_mrr_at_20_max": 0.300034,
-        "nauc_mrr_at_20_std": 0.083029,
-        "nauc_mrr_at_20_diff1": -0.049551,
-        "nauc_mrr_at_100_max": 0.294924,
-        "nauc_mrr_at_100_std": 0.079122,
-        "nauc_mrr_at_100_diff1": -0.048761,
-        "nauc_mrr_at_1000_max": 0.296381,
-        "nauc_mrr_at_1000_std": 0.079732,
-        "nauc_mrr_at_1000_diff1": -0.04869,
-        "main_score": 0.2146,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 17.37295913696289,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "96741bfa30b9f56db8c9eb7d08e775ed6474f206",
   "task_name": "NanoClimateFeverRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.22,
+        "ndcg_at_3": 0.21002,
+        "ndcg_at_5": 0.23899,
+        "ndcg_at_10": 0.27318,
+        "ndcg_at_20": 0.30644,
+        "ndcg_at_100": 0.35479,
+        "ndcg_at_1000": 0.41117,
+        "map_at_1": 0.12,
+        "map_at_3": 0.15622,
+        "map_at_5": 0.17481,
+        "map_at_10": 0.19044,
+        "map_at_20": 0.20035,
+        "map_at_100": 0.20988,
+        "map_at_1000": 0.2132,
+        "recall_at_1": 0.12,
+        "recall_at_3": 0.20467,
+        "recall_at_5": 0.26967,
+        "recall_at_10": 0.34467,
+        "recall_at_20": 0.43867,
+        "recall_at_100": 0.62767,
+        "recall_at_1000": 0.941,
+        "precision_at_1": 0.22,
+        "precision_at_3": 0.14,
+        "precision_at_5": 0.12,
+        "precision_at_10": 0.084,
+        "precision_at_20": 0.057,
+        "precision_at_100": 0.0172,
+        "precision_at_1000": 0.00276,
+        "mrr_at_1": 0.22,
+        "mrr_at_3": 0.306667,
+        "mrr_at_5": 0.339667,
+        "mrr_at_10": 0.354881,
+        "mrr_at_20": 0.363492,
+        "mrr_at_100": 0.366691,
+        "mrr_at_1000": 0.36714,
+        "nauc_ndcg_at_1_max": 0.446468,
+        "nauc_ndcg_at_1_std": 0.090033,
+        "nauc_ndcg_at_1_diff1": 0.211207,
+        "nauc_ndcg_at_3_max": 0.26191,
+        "nauc_ndcg_at_3_std": -0.096196,
+        "nauc_ndcg_at_3_diff1": 0.230295,
+        "nauc_ndcg_at_5_max": 0.303722,
+        "nauc_ndcg_at_5_std": -0.031164,
+        "nauc_ndcg_at_5_diff1": 0.242246,
+        "nauc_ndcg_at_10_max": 0.319357,
+        "nauc_ndcg_at_10_std": 0.002364,
+        "nauc_ndcg_at_10_diff1": 0.283638,
+        "nauc_ndcg_at_20_max": 0.334503,
+        "nauc_ndcg_at_20_std": 0.05548,
+        "nauc_ndcg_at_20_diff1": 0.271,
+        "nauc_ndcg_at_100_max": 0.373612,
+        "nauc_ndcg_at_100_std": 0.088045,
+        "nauc_ndcg_at_100_diff1": 0.286734,
+        "nauc_ndcg_at_1000_max": 0.362952,
+        "nauc_ndcg_at_1000_std": 0.054324,
+        "nauc_ndcg_at_1000_diff1": 0.284747,
+        "nauc_map_at_1_max": 0.295437,
+        "nauc_map_at_1_std": 0.022661,
+        "nauc_map_at_1_diff1": 0.193356,
+        "nauc_map_at_3_max": 0.229495,
+        "nauc_map_at_3_std": -0.081772,
+        "nauc_map_at_3_diff1": 0.204293,
+        "nauc_map_at_5_max": 0.245821,
+        "nauc_map_at_5_std": -0.064754,
+        "nauc_map_at_5_diff1": 0.224008,
+        "nauc_map_at_10_max": 0.251908,
+        "nauc_map_at_10_std": -0.056727,
+        "nauc_map_at_10_diff1": 0.251747,
+        "nauc_map_at_20_max": 0.261194,
+        "nauc_map_at_20_std": -0.035054,
+        "nauc_map_at_20_diff1": 0.243955,
+        "nauc_map_at_100_max": 0.271042,
+        "nauc_map_at_100_std": -0.025817,
+        "nauc_map_at_100_diff1": 0.247985,
+        "nauc_map_at_1000_max": 0.270584,
+        "nauc_map_at_1000_std": -0.027802,
+        "nauc_map_at_1000_diff1": 0.248919,
+        "nauc_recall_at_1_max": 0.295437,
+        "nauc_recall_at_1_std": 0.022661,
+        "nauc_recall_at_1_diff1": 0.193356,
+        "nauc_recall_at_3_max": 0.154384,
+        "nauc_recall_at_3_std": -0.181851,
+        "nauc_recall_at_3_diff1": 0.215087,
+        "nauc_recall_at_5_max": 0.223267,
+        "nauc_recall_at_5_std": -0.075719,
+        "nauc_recall_at_5_diff1": 0.230655,
+        "nauc_recall_at_10_max": 0.258685,
+        "nauc_recall_at_10_std": 0.010438,
+        "nauc_recall_at_10_diff1": 0.290413,
+        "nauc_recall_at_20_max": 0.287751,
+        "nauc_recall_at_20_std": 0.14991,
+        "nauc_recall_at_20_diff1": 0.237105,
+        "nauc_recall_at_100_max": 0.360342,
+        "nauc_recall_at_100_std": 0.254784,
+        "nauc_recall_at_100_diff1": 0.251759,
+        "nauc_recall_at_1000_max": 0.627889,
+        "nauc_recall_at_1000_std": 0.392544,
+        "nauc_recall_at_1000_diff1": 0.396233,
+        "nauc_precision_at_1_max": 0.446468,
+        "nauc_precision_at_1_std": 0.090033,
+        "nauc_precision_at_1_diff1": 0.211207,
+        "nauc_precision_at_3_max": 0.312777,
+        "nauc_precision_at_3_std": -0.119657,
+        "nauc_precision_at_3_diff1": 0.308448,
+        "nauc_precision_at_5_max": 0.419842,
+        "nauc_precision_at_5_std": 0.052509,
+        "nauc_precision_at_5_diff1": 0.332045,
+        "nauc_precision_at_10_max": 0.353543,
+        "nauc_precision_at_10_std": 0.143292,
+        "nauc_precision_at_10_diff1": 0.391909,
+        "nauc_precision_at_20_max": 0.299034,
+        "nauc_precision_at_20_std": 0.25984,
+        "nauc_precision_at_20_diff1": 0.259974,
+        "nauc_precision_at_100_max": 0.280697,
+        "nauc_precision_at_100_std": 0.269846,
+        "nauc_precision_at_100_diff1": 0.189487,
+        "nauc_precision_at_1000_max": -0.013891,
+        "nauc_precision_at_1000_std": 0.052462,
+        "nauc_precision_at_1000_diff1": 0.02011,
+        "nauc_mrr_at_1_max": 0.446468,
+        "nauc_mrr_at_1_std": 0.090033,
+        "nauc_mrr_at_1_diff1": 0.211207,
+        "nauc_mrr_at_3_max": 0.371703,
+        "nauc_mrr_at_3_std": -0.009025,
+        "nauc_mrr_at_3_diff1": 0.237088,
+        "nauc_mrr_at_5_max": 0.432139,
+        "nauc_mrr_at_5_std": 0.063363,
+        "nauc_mrr_at_5_diff1": 0.229859,
+        "nauc_mrr_at_10_max": 0.43181,
+        "nauc_mrr_at_10_std": 0.075211,
+        "nauc_mrr_at_10_diff1": 0.236152,
+        "nauc_mrr_at_20_max": 0.426094,
+        "nauc_mrr_at_20_std": 0.077427,
+        "nauc_mrr_at_20_diff1": 0.242213,
+        "nauc_mrr_at_100_max": 0.423178,
+        "nauc_mrr_at_100_std": 0.074107,
+        "nauc_mrr_at_100_diff1": 0.23817,
+        "nauc_mrr_at_1000_max": 0.423676,
+        "nauc_mrr_at_1000_std": 0.07396,
+        "nauc_mrr_at_1000_diff1": 0.237678,
+        "main_score": 0.27318,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 6.488113641738892,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoDBPediaRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "438f1c25129f05db6238699b5afdc9c6b58d2096",
   "task_name": "NanoDBPediaRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.02,
-        "ndcg_at_3": 0.07786,
-        "ndcg_at_5": 0.10107,
-        "ndcg_at_10": 0.12064,
-        "ndcg_at_20": 0.15071,
-        "ndcg_at_100": 0.20649,
-        "ndcg_at_1000": 0.24386,
-        "map_at_1": 0.02,
-        "map_at_3": 0.06333,
-        "map_at_5": 0.07533,
-        "map_at_10": 0.08352,
-        "map_at_20": 0.09164,
-        "map_at_100": 0.09936,
-        "map_at_1000": 0.10067,
-        "recall_at_1": 0.02,
-        "recall_at_3": 0.12,
-        "recall_at_5": 0.18,
-        "recall_at_10": 0.24,
-        "recall_at_20": 0.36,
-        "recall_at_100": 0.66,
-        "recall_at_1000": 0.96,
-        "precision_at_1": 0.02,
-        "precision_at_3": 0.04,
-        "precision_at_5": 0.036,
-        "precision_at_10": 0.024,
-        "precision_at_20": 0.018,
-        "precision_at_100": 0.0066,
-        "precision_at_1000": 0.00096,
-        "mrr_at_1": 0.02,
-        "mrr_at_3": 0.063333,
-        "mrr_at_5": 0.075333,
-        "mrr_at_10": 0.083524,
-        "mrr_at_20": 0.09164,
-        "mrr_at_100": 0.099363,
-        "mrr_at_1000": 0.100669,
-        "nauc_ndcg_at_1_max": -0.415079,
-        "nauc_ndcg_at_1_std": -0.070566,
-        "nauc_ndcg_at_1_diff1": -0.205796,
-        "nauc_ndcg_at_3_max": -0.31274,
-        "nauc_ndcg_at_3_std": -0.139555,
-        "nauc_ndcg_at_3_diff1": -0.199056,
-        "nauc_ndcg_at_5_max": -0.133852,
-        "nauc_ndcg_at_5_std": -0.029105,
-        "nauc_ndcg_at_5_diff1": -0.16439,
-        "nauc_ndcg_at_10_max": -0.100991,
-        "nauc_ndcg_at_10_std": -0.096231,
-        "nauc_ndcg_at_10_diff1": -0.138591,
-        "nauc_ndcg_at_20_max": -0.056815,
-        "nauc_ndcg_at_20_std": -0.132534,
-        "nauc_ndcg_at_20_diff1": -0.025187,
-        "nauc_ndcg_at_100_max": -0.09935,
-        "nauc_ndcg_at_100_std": -0.160364,
-        "nauc_ndcg_at_100_diff1": -0.036564,
-        "nauc_ndcg_at_1000_max": -0.110124,
-        "nauc_ndcg_at_1000_std": -0.096025,
-        "nauc_ndcg_at_1000_diff1": -0.065197,
-        "nauc_map_at_1_max": -0.415079,
-        "nauc_map_at_1_std": -0.070566,
-        "nauc_map_at_1_diff1": -0.205796,
-        "nauc_map_at_3_max": -0.314322,
-        "nauc_map_at_3_std": -0.126353,
-        "nauc_map_at_3_diff1": -0.193036,
-        "nauc_map_at_5_max": -0.193764,
-        "nauc_map_at_5_std": -0.053549,
-        "nauc_map_at_5_diff1": -0.170402,
-        "nauc_map_at_10_max": -0.169708,
-        "nauc_map_at_10_std": -0.091796,
-        "nauc_map_at_10_diff1": -0.15375,
-        "nauc_map_at_20_max": -0.147393,
-        "nauc_map_at_20_std": -0.102825,
-        "nauc_map_at_20_diff1": -0.109424,
-        "nauc_map_at_100_max": -0.154347,
-        "nauc_map_at_100_std": -0.109386,
-        "nauc_map_at_100_diff1": -0.11137,
-        "nauc_map_at_1000_max": -0.156764,
-        "nauc_map_at_1000_std": -0.106863,
-        "nauc_map_at_1000_diff1": -0.115482,
-        "nauc_recall_at_1_max": -0.415079,
-        "nauc_recall_at_1_std": -0.070566,
-        "nauc_recall_at_1_diff1": -0.205796,
-        "nauc_recall_at_3_max": -0.311724,
-        "nauc_recall_at_3_std": -0.161833,
-        "nauc_recall_at_3_diff1": -0.209885,
-        "nauc_recall_at_5_max": -0.040382,
-        "nauc_recall_at_5_std": 0.011648,
-        "nauc_recall_at_5_diff1": -0.15444,
-        "nauc_recall_at_10_max": -0.004014,
-        "nauc_recall_at_10_std": -0.104361,
-        "nauc_recall_at_10_diff1": -0.116493,
-        "nauc_recall_at_20_max": 0.064321,
-        "nauc_recall_at_20_std": -0.185614,
-        "nauc_recall_at_20_diff1": 0.110324,
-        "nauc_recall_at_100_max": -0.053968,
-        "nauc_recall_at_100_std": -0.275017,
-        "nauc_recall_at_100_diff1": 0.097282,
-        "nauc_recall_at_1000_max": 0.152894,
-        "nauc_recall_at_1000_std": 0.777077,
-        "nauc_recall_at_1000_diff1": 0.561391,
-        "nauc_precision_at_1_max": -0.415079,
-        "nauc_precision_at_1_std": -0.070566,
-        "nauc_precision_at_1_diff1": -0.205796,
-        "nauc_precision_at_3_max": -0.311724,
-        "nauc_precision_at_3_std": -0.161833,
-        "nauc_precision_at_3_diff1": -0.209885,
-        "nauc_precision_at_5_max": -0.040382,
-        "nauc_precision_at_5_std": 0.011648,
-        "nauc_precision_at_5_diff1": -0.15444,
-        "nauc_precision_at_10_max": -0.004014,
-        "nauc_precision_at_10_std": -0.104361,
-        "nauc_precision_at_10_diff1": -0.116493,
-        "nauc_precision_at_20_max": 0.064321,
-        "nauc_precision_at_20_std": -0.185614,
-        "nauc_precision_at_20_diff1": 0.110324,
-        "nauc_precision_at_100_max": -0.053968,
-        "nauc_precision_at_100_std": -0.275017,
-        "nauc_precision_at_100_diff1": 0.097282,
-        "nauc_precision_at_1000_max": 0.152894,
-        "nauc_precision_at_1000_std": 0.777077,
-        "nauc_precision_at_1000_diff1": 0.561391,
-        "nauc_mrr_at_1_max": -0.415079,
-        "nauc_mrr_at_1_std": -0.070566,
-        "nauc_mrr_at_1_diff1": -0.205796,
-        "nauc_mrr_at_3_max": -0.314322,
-        "nauc_mrr_at_3_std": -0.126353,
-        "nauc_mrr_at_3_diff1": -0.193036,
-        "nauc_mrr_at_5_max": -0.193764,
-        "nauc_mrr_at_5_std": -0.053549,
-        "nauc_mrr_at_5_diff1": -0.170402,
-        "nauc_mrr_at_10_max": -0.169708,
-        "nauc_mrr_at_10_std": -0.091796,
-        "nauc_mrr_at_10_diff1": -0.15375,
-        "nauc_mrr_at_20_max": -0.147393,
-        "nauc_mrr_at_20_std": -0.102825,
-        "nauc_mrr_at_20_diff1": -0.109424,
-        "nauc_mrr_at_100_max": -0.154347,
-        "nauc_mrr_at_100_std": -0.109386,
-        "nauc_mrr_at_100_diff1": -0.11137,
-        "nauc_mrr_at_1000_max": -0.156764,
-        "nauc_mrr_at_1000_std": -0.106863,
-        "nauc_mrr_at_1000_diff1": -0.115482,
-        "main_score": 0.12064,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 26.129497051239014,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "438f1c25129f05db6238699b5afdc9c6b58d2096",
   "task_name": "NanoDBPediaRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.52,
+        "ndcg_at_3": 0.5126,
+        "ndcg_at_5": 0.48105,
+        "ndcg_at_10": 0.45788,
+        "ndcg_at_20": 0.44296,
+        "ndcg_at_100": 0.53424,
+        "ndcg_at_1000": 0.63295,
+        "map_at_1": 0.04038,
+        "map_at_3": 0.10184,
+        "map_at_5": 0.1304,
+        "map_at_10": 0.17458,
+        "map_at_20": 0.21858,
+        "map_at_100": 0.30718,
+        "map_at_1000": 0.33219,
+        "recall_at_1": 0.04038,
+        "recall_at_3": 0.13814,
+        "recall_at_5": 0.18034,
+        "recall_at_10": 0.25787,
+        "recall_at_20": 0.3726,
+        "recall_at_100": 0.68714,
+        "recall_at_1000": 0.93949,
+        "precision_at_1": 0.52,
+        "precision_at_3": 0.48667,
+        "precision_at_5": 0.436,
+        "precision_at_10": 0.374,
+        "precision_at_20": 0.295,
+        "precision_at_100": 0.141,
+        "precision_at_1000": 0.02216,
+        "mrr_at_1": 0.52,
+        "mrr_at_3": 0.646667,
+        "mrr_at_5": 0.654667,
+        "mrr_at_10": 0.656667,
+        "mrr_at_20": 0.659095,
+        "mrr_at_100": 0.661048,
+        "mrr_at_1000": 0.661308,
+        "nauc_ndcg_at_1_max": 0.352794,
+        "nauc_ndcg_at_1_std": 0.025165,
+        "nauc_ndcg_at_1_diff1": 0.401981,
+        "nauc_ndcg_at_3_max": 0.465624,
+        "nauc_ndcg_at_3_std": 0.173334,
+        "nauc_ndcg_at_3_diff1": 0.151835,
+        "nauc_ndcg_at_5_max": 0.507398,
+        "nauc_ndcg_at_5_std": 0.199999,
+        "nauc_ndcg_at_5_diff1": 0.106365,
+        "nauc_ndcg_at_10_max": 0.429495,
+        "nauc_ndcg_at_10_std": 0.16735,
+        "nauc_ndcg_at_10_diff1": 0.054618,
+        "nauc_ndcg_at_20_max": 0.325325,
+        "nauc_ndcg_at_20_std": 0.030888,
+        "nauc_ndcg_at_20_diff1": 0.083617,
+        "nauc_ndcg_at_100_max": 0.378876,
+        "nauc_ndcg_at_100_std": 0.075016,
+        "nauc_ndcg_at_100_diff1": 0.168421,
+        "nauc_ndcg_at_1000_max": 0.467758,
+        "nauc_ndcg_at_1000_std": 0.237856,
+        "nauc_ndcg_at_1000_diff1": 0.158699,
+        "nauc_map_at_1_max": -0.10978,
+        "nauc_map_at_1_std": -0.299651,
+        "nauc_map_at_1_diff1": 0.243077,
+        "nauc_map_at_3_max": -0.134173,
+        "nauc_map_at_3_std": -0.294224,
+        "nauc_map_at_3_diff1": 0.137309,
+        "nauc_map_at_5_max": -0.05065,
+        "nauc_map_at_5_std": -0.271213,
+        "nauc_map_at_5_diff1": 0.099273,
+        "nauc_map_at_10_max": 0.062754,
+        "nauc_map_at_10_std": -0.217311,
+        "nauc_map_at_10_diff1": 0.073642,
+        "nauc_map_at_20_max": 0.161422,
+        "nauc_map_at_20_std": -0.159929,
+        "nauc_map_at_20_diff1": 0.066954,
+        "nauc_map_at_100_max": 0.369056,
+        "nauc_map_at_100_std": 0.032699,
+        "nauc_map_at_100_diff1": 0.036794,
+        "nauc_map_at_1000_max": 0.38881,
+        "nauc_map_at_1000_std": 0.081525,
+        "nauc_map_at_1000_diff1": 0.015813,
+        "nauc_recall_at_1_max": -0.10978,
+        "nauc_recall_at_1_std": -0.299651,
+        "nauc_recall_at_1_diff1": 0.243077,
+        "nauc_recall_at_3_max": -0.260908,
+        "nauc_recall_at_3_std": -0.310102,
+        "nauc_recall_at_3_diff1": 0.076717,
+        "nauc_recall_at_5_max": -0.192445,
+        "nauc_recall_at_5_std": -0.299075,
+        "nauc_recall_at_5_diff1": 0.060806,
+        "nauc_recall_at_10_max": -0.138675,
+        "nauc_recall_at_10_std": -0.280183,
+        "nauc_recall_at_10_diff1": 0.051178,
+        "nauc_recall_at_20_max": -0.138139,
+        "nauc_recall_at_20_std": -0.329527,
+        "nauc_recall_at_20_diff1": 0.081144,
+        "nauc_recall_at_100_max": 0.150167,
+        "nauc_recall_at_100_std": 0.001444,
+        "nauc_recall_at_100_diff1": 0.177731,
+        "nauc_recall_at_1000_max": 0.306353,
+        "nauc_recall_at_1000_std": 0.662383,
+        "nauc_recall_at_1000_diff1": 0.388182,
+        "nauc_precision_at_1_max": 0.352794,
+        "nauc_precision_at_1_std": 0.025165,
+        "nauc_precision_at_1_diff1": 0.401981,
+        "nauc_precision_at_3_max": 0.515268,
+        "nauc_precision_at_3_std": 0.235094,
+        "nauc_precision_at_3_diff1": 0.049707,
+        "nauc_precision_at_5_max": 0.579151,
+        "nauc_precision_at_5_std": 0.278753,
+        "nauc_precision_at_5_diff1": 0.003839,
+        "nauc_precision_at_10_max": 0.519778,
+        "nauc_precision_at_10_std": 0.315481,
+        "nauc_precision_at_10_diff1": -0.028049,
+        "nauc_precision_at_20_max": 0.561415,
+        "nauc_precision_at_20_std": 0.339422,
+        "nauc_precision_at_20_diff1": 0.008557,
+        "nauc_precision_at_100_max": 0.511511,
+        "nauc_precision_at_100_std": 0.424791,
+        "nauc_precision_at_100_diff1": -0.031431,
+        "nauc_precision_at_1000_max": 0.343421,
+        "nauc_precision_at_1000_std": 0.417631,
+        "nauc_precision_at_1000_diff1": -0.081406,
+        "nauc_mrr_at_1_max": 0.352794,
+        "nauc_mrr_at_1_std": 0.025165,
+        "nauc_mrr_at_1_diff1": 0.401981,
+        "nauc_mrr_at_3_max": 0.388309,
+        "nauc_mrr_at_3_std": 0.129876,
+        "nauc_mrr_at_3_diff1": 0.272799,
+        "nauc_mrr_at_5_max": 0.390164,
+        "nauc_mrr_at_5_std": 0.122822,
+        "nauc_mrr_at_5_diff1": 0.314297,
+        "nauc_mrr_at_10_max": 0.386178,
+        "nauc_mrr_at_10_std": 0.116107,
+        "nauc_mrr_at_10_diff1": 0.329433,
+        "nauc_mrr_at_20_max": 0.386406,
+        "nauc_mrr_at_20_std": 0.116296,
+        "nauc_mrr_at_20_diff1": 0.325279,
+        "nauc_mrr_at_100_max": 0.387089,
+        "nauc_mrr_at_100_std": 0.119437,
+        "nauc_mrr_at_100_diff1": 0.324924,
+        "nauc_mrr_at_1000_max": 0.387044,
+        "nauc_mrr_at_1000_std": 0.118646,
+        "nauc_mrr_at_1000_diff1": 0.324337,
+        "main_score": 0.45788,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 8.847007751464844,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoFEVERRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "a8bfdf1bf15181167a7e22e69cf8754bdea9b4c8",
   "task_name": "NanoFEVERRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.46,
-        "ndcg_at_3": 0.63095,
-        "ndcg_at_5": 0.68088,
-        "ndcg_at_10": 0.71477,
-        "ndcg_at_20": 0.71477,
-        "ndcg_at_100": 0.71828,
-        "ndcg_at_1000": 0.71828,
-        "map_at_1": 0.46,
-        "map_at_3": 0.58667,
-        "map_at_5": 0.61467,
-        "map_at_10": 0.62955,
-        "map_at_20": 0.62955,
-        "map_at_100": 0.62994,
-        "map_at_1000": 0.62994,
-        "recall_at_1": 0.46,
-        "recall_at_3": 0.76,
-        "recall_at_5": 0.88,
-        "recall_at_10": 0.98,
-        "recall_at_20": 0.98,
-        "recall_at_100": 1.0,
         "recall_at_1000": 1.0,
-        "precision_at_1": 0.46,
-        "precision_at_3": 0.25333,
-        "precision_at_5": 0.176,
-        "precision_at_10": 0.098,
-        "precision_at_20": 0.049,
-        "precision_at_100": 0.01,
-        "precision_at_1000": 0.001,
-        "mrr_at_1": 0.46,
-        "mrr_at_3": 0.586667,
-        "mrr_at_5": 0.614667,
-        "mrr_at_10": 0.629548,
-        "mrr_at_20": 0.629548,
-        "mrr_at_100": 0.62994,
-        "mrr_at_1000": 0.62994,
-        "nauc_ndcg_at_1_max": 0.323618,
-        "nauc_ndcg_at_1_std": 0.008094,
-        "nauc_ndcg_at_1_diff1": 0.626291,
-        "nauc_ndcg_at_3_max": 0.384321,
-        "nauc_ndcg_at_3_std": 0.049189,
-        "nauc_ndcg_at_3_diff1": 0.476139,
-        "nauc_ndcg_at_5_max": 0.40556,
-        "nauc_ndcg_at_5_std": 0.060364,
-        "nauc_ndcg_at_5_diff1": 0.418598,
-        "nauc_ndcg_at_10_max": 0.388453,
-        "nauc_ndcg_at_10_std": 0.052185,
-        "nauc_ndcg_at_10_diff1": 0.544488,
-        "nauc_ndcg_at_20_max": 0.388453,
-        "nauc_ndcg_at_20_std": 0.052185,
-        "nauc_ndcg_at_20_diff1": 0.544488,
-        "nauc_ndcg_at_100_max": 0.385566,
-        "nauc_ndcg_at_100_std": 0.046857,
-        "nauc_ndcg_at_100_diff1": 0.536554,
-        "nauc_ndcg_at_1000_max": 0.385566,
-        "nauc_ndcg_at_1000_std": 0.046857,
-        "nauc_ndcg_at_1000_diff1": 0.536554,
-        "nauc_map_at_1_max": 0.323618,
-        "nauc_map_at_1_std": 0.008094,
-        "nauc_map_at_1_diff1": 0.626291,
-        "nauc_map_at_3_max": 0.378523,
-        "nauc_map_at_3_std": 0.044203,
-        "nauc_map_at_3_diff1": 0.517503,
-        "nauc_map_at_5_max": 0.388906,
-        "nauc_map_at_5_std": 0.047663,
-        "nauc_map_at_5_diff1": 0.49335,
-        "nauc_map_at_10_max": 0.381502,
-        "nauc_map_at_10_std": 0.043707,
-        "nauc_map_at_10_diff1": 0.542501,
-        "nauc_map_at_20_max": 0.381502,
-        "nauc_map_at_20_std": 0.043707,
-        "nauc_map_at_20_diff1": 0.542501,
-        "nauc_map_at_100_max": 0.381244,
-        "nauc_map_at_100_std": 0.043237,
-        "nauc_map_at_100_diff1": 0.541817,
-        "nauc_map_at_1000_max": 0.381244,
-        "nauc_map_at_1000_std": 0.043237,
-        "nauc_map_at_1000_diff1": 0.541817,
-        "nauc_recall_at_1_max": 0.323618,
-        "nauc_recall_at_1_std": 0.008094,
-        "nauc_recall_at_1_diff1": 0.626291,
-        "nauc_recall_at_3_max": 0.400969,
-        "nauc_recall_at_3_std": 0.065328,
-        "nauc_recall_at_3_diff1": 0.31098,
-        "nauc_recall_at_5_max": 0.51209,
-        "nauc_recall_at_5_std": 0.148027,
-        "nauc_recall_at_5_diff1": -0.108972,
-        "nauc_recall_at_10_max": 0.554155,
-        "nauc_recall_at_10_std": 0.358077,
-        "nauc_recall_at_10_diff1": 1.0,
-        "nauc_recall_at_20_max": 0.554155,
-        "nauc_recall_at_20_std": 0.358077,
-        "nauc_recall_at_20_diff1": 1.0,
-        "nauc_recall_at_100_max": NaN,
-        "nauc_recall_at_100_std": NaN,
-        "nauc_recall_at_100_diff1": NaN,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
-        "nauc_precision_at_1_max": 0.323618,
-        "nauc_precision_at_1_std": 0.008094,
-        "nauc_precision_at_1_diff1": 0.626291,
-        "nauc_precision_at_3_max": 0.400969,
-        "nauc_precision_at_3_std": 0.065328,
-        "nauc_precision_at_3_diff1": 0.31098,
-        "nauc_precision_at_5_max": 0.51209,
-        "nauc_precision_at_5_std": 0.148027,
-        "nauc_precision_at_5_diff1": -0.108972,
-        "nauc_precision_at_10_max": 0.554155,
-        "nauc_precision_at_10_std": 0.358077,
-        "nauc_precision_at_10_diff1": 1.0,
-        "nauc_precision_at_20_max": 0.554155,
-        "nauc_precision_at_20_std": 0.358077,
-        "nauc_precision_at_20_diff1": 1.0,
-        "nauc_precision_at_100_max": 1.0,
-        "nauc_precision_at_100_std": 1.0,
-        "nauc_precision_at_100_diff1": 1.0,
-        "nauc_precision_at_1000_max": NaN,
-        "nauc_precision_at_1000_std": NaN,
-        "nauc_precision_at_1000_diff1": NaN,
-        "nauc_mrr_at_1_max": 0.323618,
-        "nauc_mrr_at_1_std": 0.008094,
-        "nauc_mrr_at_1_diff1": 0.626291,
-        "nauc_mrr_at_3_max": 0.378523,
-        "nauc_mrr_at_3_std": 0.044203,
-        "nauc_mrr_at_3_diff1": 0.517503,
-        "nauc_mrr_at_5_max": 0.388906,
-        "nauc_mrr_at_5_std": 0.047663,
-        "nauc_mrr_at_5_diff1": 0.49335,
-        "nauc_mrr_at_10_max": 0.381502,
-        "nauc_mrr_at_10_std": 0.043707,
-        "nauc_mrr_at_10_diff1": 0.542501,
-        "nauc_mrr_at_20_max": 0.381502,
-        "nauc_mrr_at_20_std": 0.043707,
-        "nauc_mrr_at_20_diff1": 0.542501,
-        "nauc_mrr_at_100_max": 0.381244,
-        "nauc_mrr_at_100_std": 0.043237,
-        "nauc_mrr_at_100_diff1": 0.541817,
-        "nauc_mrr_at_1000_max": 0.381244,
-        "nauc_mrr_at_1000_std": 0.043237,
-        "nauc_mrr_at_1000_diff1": 0.541817,
-        "main_score": 0.71477,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 24.988698720932007,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "a8bfdf1bf15181167a7e22e69cf8754bdea9b4c8",
   "task_name": "NanoFEVERRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.54,
+        "ndcg_at_3": 0.65677,
+        "ndcg_at_5": 0.71144,
+        "ndcg_at_10": 0.74155,
+        "ndcg_at_20": 0.74155,
+        "ndcg_at_100": 0.74628,
+        "ndcg_at_1000": 0.74733,
+        "map_at_1": 0.48667,
+        "map_at_3": 0.60833,
+        "map_at_5": 0.64033,
+        "map_at_10": 0.6541,
+        "map_at_20": 0.6541,
+        "map_at_100": 0.65526,
+        "map_at_1000": 0.6553,
+        "recall_at_1": 0.48667,
+        "recall_at_3": 0.75667,
+        "recall_at_5": 0.88667,
+        "recall_at_10": 0.97333,
+        "recall_at_20": 0.97333,
+        "recall_at_100": 0.99333,
         "recall_at_1000": 1.0,
+        "precision_at_1": 0.54,
+        "precision_at_3": 0.28,
+        "precision_at_5": 0.196,
+        "precision_at_10": 0.108,
+        "precision_at_20": 0.054,
+        "precision_at_100": 0.0112,
+        "precision_at_1000": 0.00114,
+        "mrr_at_1": 0.54,
+        "mrr_at_3": 0.653333,
+        "mrr_at_5": 0.681333,
+        "mrr_at_10": 0.692881,
+        "mrr_at_20": 0.692881,
+        "mrr_at_100": 0.692881,
+        "mrr_at_1000": 0.692881,
+        "nauc_ndcg_at_1_max": 0.215887,
+        "nauc_ndcg_at_1_std": -0.13909,
+        "nauc_ndcg_at_1_diff1": 0.640216,
+        "nauc_ndcg_at_3_max": 0.310028,
+        "nauc_ndcg_at_3_std": -0.036471,
+        "nauc_ndcg_at_3_diff1": 0.50123,
+        "nauc_ndcg_at_5_max": 0.309679,
+        "nauc_ndcg_at_5_std": -0.060573,
+        "nauc_ndcg_at_5_diff1": 0.449937,
+        "nauc_ndcg_at_10_max": 0.28455,
+        "nauc_ndcg_at_10_std": -0.069232,
+        "nauc_ndcg_at_10_diff1": 0.54779,
+        "nauc_ndcg_at_20_max": 0.28455,
+        "nauc_ndcg_at_20_std": -0.069232,
+        "nauc_ndcg_at_20_diff1": 0.54779,
+        "nauc_ndcg_at_100_max": 0.296158,
+        "nauc_ndcg_at_100_std": -0.066057,
+        "nauc_ndcg_at_100_diff1": 0.535191,
+        "nauc_ndcg_at_1000_max": 0.291856,
+        "nauc_ndcg_at_1000_std": -0.071826,
+        "nauc_ndcg_at_1000_diff1": 0.546076,
+        "nauc_map_at_1_max": 0.244602,
+        "nauc_map_at_1_std": -0.069621,
+        "nauc_map_at_1_diff1": 0.622281,
+        "nauc_map_at_3_max": 0.306402,
+        "nauc_map_at_3_std": -0.033014,
+        "nauc_map_at_3_diff1": 0.525749,
+        "nauc_map_at_5_max": 0.303054,
+        "nauc_map_at_5_std": -0.050041,
+        "nauc_map_at_5_diff1": 0.504309,
+        "nauc_map_at_10_max": 0.292041,
+        "nauc_map_at_10_std": -0.055118,
+        "nauc_map_at_10_diff1": 0.545942,
+        "nauc_map_at_20_max": 0.292041,
+        "nauc_map_at_20_std": -0.055118,
+        "nauc_map_at_20_diff1": 0.545942,
+        "nauc_map_at_100_max": 0.295023,
+        "nauc_map_at_100_std": -0.053986,
+        "nauc_map_at_100_diff1": 0.54376,
+        "nauc_map_at_1000_max": 0.294909,
+        "nauc_map_at_1000_std": -0.054152,
+        "nauc_map_at_1000_diff1": 0.544089,
+        "nauc_recall_at_1_max": 0.244602,
+        "nauc_recall_at_1_std": -0.069621,
+        "nauc_recall_at_1_diff1": 0.622281,
+        "nauc_recall_at_3_max": 0.331653,
+        "nauc_recall_at_3_std": 0.031662,
+        "nauc_recall_at_3_diff1": 0.347698,
+        "nauc_recall_at_5_max": 0.33651,
+        "nauc_recall_at_5_std": 0.013493,
+        "nauc_recall_at_5_diff1": -0.068744,
+        "nauc_recall_at_10_max": -0.006769,
+        "nauc_recall_at_10_std": 0.172969,
+        "nauc_recall_at_10_diff1": 0.074288,
+        "nauc_recall_at_20_max": -0.006769,
+        "nauc_recall_at_20_std": 0.172969,
+        "nauc_recall_at_20_diff1": 0.074288,
+        "nauc_recall_at_100_max": 0.869281,
+        "nauc_recall_at_100_std": 1.0,
+        "nauc_recall_at_100_diff1": -1.739963,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
+        "nauc_precision_at_1_max": 0.215887,
+        "nauc_precision_at_1_std": -0.13909,
+        "nauc_precision_at_1_diff1": 0.640216,
+        "nauc_precision_at_3_max": 0.171944,
+        "nauc_precision_at_3_std": -0.138458,
+        "nauc_precision_at_3_diff1": 0.232911,
+        "nauc_precision_at_5_max": 0.00162,
+        "nauc_precision_at_5_std": -0.269128,
+        "nauc_precision_at_5_diff1": -0.148159,
+        "nauc_precision_at_10_max": -0.35008,
+        "nauc_precision_at_10_std": -0.429903,
+        "nauc_precision_at_10_diff1": 0.039308,
+        "nauc_precision_at_20_max": -0.35008,
+        "nauc_precision_at_20_std": -0.429903,
+        "nauc_precision_at_20_diff1": 0.039308,
+        "nauc_precision_at_100_max": -0.186665,
+        "nauc_precision_at_100_std": -0.282864,
+        "nauc_precision_at_100_diff1": -0.110084,
+        "nauc_precision_at_1000_max": -0.233638,
+        "nauc_precision_at_1000_std": -0.326674,
+        "nauc_precision_at_1000_diff1": 0.056547,
+        "nauc_mrr_at_1_max": 0.215887,
+        "nauc_mrr_at_1_std": -0.13909,
+        "nauc_mrr_at_1_diff1": 0.640216,
+        "nauc_mrr_at_3_max": 0.27728,
+        "nauc_mrr_at_3_std": -0.105525,
+        "nauc_mrr_at_3_diff1": 0.567976,
+        "nauc_mrr_at_5_max": 0.281771,
+        "nauc_mrr_at_5_std": -0.116283,
+        "nauc_mrr_at_5_diff1": 0.550238,
+        "nauc_mrr_at_10_max": 0.275813,
+        "nauc_mrr_at_10_std": -0.115177,
+        "nauc_mrr_at_10_diff1": 0.577004,
+        "nauc_mrr_at_20_max": 0.275813,
+        "nauc_mrr_at_20_std": -0.115177,
+        "nauc_mrr_at_20_diff1": 0.577004,
+        "nauc_mrr_at_100_max": 0.275813,
+        "nauc_mrr_at_100_std": -0.115177,
+        "nauc_mrr_at_100_diff1": 0.577004,
+        "nauc_mrr_at_1000_max": 0.275813,
+        "nauc_mrr_at_1000_std": -0.115177,
+        "nauc_mrr_at_1000_diff1": 0.577004,
+        "main_score": 0.74155,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 9.044456958770752,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoFiQA2018Retrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "4163ba032953d5044a7a6244261413f609c14342",
   "task_name": "NanoFiQA2018Retrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.2,
-        "ndcg_at_3": 0.27047,
-        "ndcg_at_5": 0.28682,
-        "ndcg_at_10": 0.31043,
-        "ndcg_at_20": 0.33647,
-        "ndcg_at_100": 0.36506,
-        "ndcg_at_1000": 0.39379,
-        "map_at_1": 0.2,
-        "map_at_3": 0.25333,
-        "map_at_5": 0.26233,
-        "map_at_10": 0.27078,
-        "map_at_20": 0.27834,
-        "map_at_100": 0.28197,
-        "map_at_1000": 0.28279,
-        "recall_at_1": 0.2,
-        "recall_at_3": 0.32,
-        "recall_at_5": 0.36,
-        "recall_at_10": 0.44,
-        "recall_at_20": 0.54,
-        "recall_at_100": 0.7,
-        "recall_at_1000": 0.94,
-        "precision_at_1": 0.2,
-        "precision_at_3": 0.10667,
-        "precision_at_5": 0.072,
-        "precision_at_10": 0.044,
-        "precision_at_20": 0.027,
-        "precision_at_100": 0.007,
-        "precision_at_1000": 0.00094,
-        "mrr_at_1": 0.2,
-        "mrr_at_3": 0.253333,
-        "mrr_at_5": 0.262333,
-        "mrr_at_10": 0.270778,
-        "mrr_at_20": 0.27834,
-        "mrr_at_100": 0.281969,
-        "mrr_at_1000": 0.282793,
-        "nauc_ndcg_at_1_max": -0.078076,
-        "nauc_ndcg_at_1_std": -0.119438,
-        "nauc_ndcg_at_1_diff1": 0.29845,
-        "nauc_ndcg_at_3_max": -0.087587,
-        "nauc_ndcg_at_3_std": -0.138302,
-        "nauc_ndcg_at_3_diff1": 0.243388,
-        "nauc_ndcg_at_5_max": -0.013925,
-        "nauc_ndcg_at_5_std": -0.173149,
-        "nauc_ndcg_at_5_diff1": 0.314222,
-        "nauc_ndcg_at_10_max": -0.032867,
-        "nauc_ndcg_at_10_std": -0.172474,
-        "nauc_ndcg_at_10_diff1": 0.313739,
-        "nauc_ndcg_at_20_max": -0.03426,
-        "nauc_ndcg_at_20_std": -0.146397,
-        "nauc_ndcg_at_20_diff1": 0.320992,
-        "nauc_ndcg_at_100_max": -0.056838,
-        "nauc_ndcg_at_100_std": -0.115759,
-        "nauc_ndcg_at_100_diff1": 0.287327,
-        "nauc_ndcg_at_1000_max": -0.052006,
-        "nauc_ndcg_at_1000_std": -0.129338,
-        "nauc_ndcg_at_1000_diff1": 0.293946,
-        "nauc_map_at_1_max": -0.078076,
-        "nauc_map_at_1_std": -0.119438,
-        "nauc_map_at_1_diff1": 0.29845,
-        "nauc_map_at_3_max": -0.082098,
-        "nauc_map_at_3_std": -0.128222,
-        "nauc_map_at_3_diff1": 0.257225,
-        "nauc_map_at_5_max": -0.039875,
-        "nauc_map_at_5_std": -0.148031,
-        "nauc_map_at_5_diff1": 0.297804,
-        "nauc_map_at_10_max": -0.046678,
-        "nauc_map_at_10_std": -0.147782,
-        "nauc_map_at_10_diff1": 0.298118,
-        "nauc_map_at_20_max": -0.047049,
-        "nauc_map_at_20_std": -0.139867,
-        "nauc_map_at_20_diff1": 0.300018,
-        "nauc_map_at_100_max": -0.052501,
-        "nauc_map_at_100_std": -0.13708,
-        "nauc_map_at_100_diff1": 0.295055,
-        "nauc_map_at_1000_max": -0.052831,
-        "nauc_map_at_1000_std": -0.137143,
-        "nauc_map_at_1000_diff1": 0.29451,
-        "nauc_recall_at_1_max": -0.078076,
-        "nauc_recall_at_1_std": -0.119438,
-        "nauc_recall_at_1_diff1": 0.29845,
-        "nauc_recall_at_3_max": -0.103232,
-        "nauc_recall_at_3_std": -0.166916,
-        "nauc_recall_at_3_diff1": 0.206518,
-        "nauc_recall_at_5_max": 0.061303,
-        "nauc_recall_at_5_std": -0.244896,
-        "nauc_recall_at_5_diff1": 0.365087,
-        "nauc_recall_at_10_max": 0.001096,
-        "nauc_recall_at_10_std": -0.242522,
-        "nauc_recall_at_10_diff1": 0.360782,
-        "nauc_recall_at_20_max": -0.002695,
-        "nauc_recall_at_20_std": -0.151177,
-        "nauc_recall_at_20_diff1": 0.391876,
-        "nauc_recall_at_100_max": -0.089714,
-        "nauc_recall_at_100_std": 0.075338,
-        "nauc_recall_at_100_diff1": 0.200901,
-        "nauc_recall_at_1000_max": 0.134143,
-        "nauc_recall_at_1000_std": 0.068783,
-        "nauc_recall_at_1000_diff1": 0.42437,
-        "nauc_precision_at_1_max": -0.078076,
-        "nauc_precision_at_1_std": -0.119438,
-        "nauc_precision_at_1_diff1": 0.29845,
-        "nauc_precision_at_3_max": -0.103232,
-        "nauc_precision_at_3_std": -0.166916,
-        "nauc_precision_at_3_diff1": 0.206518,
-        "nauc_precision_at_5_max": 0.061303,
-        "nauc_precision_at_5_std": -0.244896,
-        "nauc_precision_at_5_diff1": 0.365087,
-        "nauc_precision_at_10_max": 0.001096,
-        "nauc_precision_at_10_std": -0.242522,
-        "nauc_precision_at_10_diff1": 0.360782,
-        "nauc_precision_at_20_max": -0.002695,
-        "nauc_precision_at_20_std": -0.151177,
-        "nauc_precision_at_20_diff1": 0.391876,
-        "nauc_precision_at_100_max": -0.089714,
-        "nauc_precision_at_100_std": 0.075338,
-        "nauc_precision_at_100_diff1": 0.200901,
-        "nauc_precision_at_1000_max": 0.134143,
-        "nauc_precision_at_1000_std": 0.068783,
-        "nauc_precision_at_1000_diff1": 0.42437,
-        "nauc_mrr_at_1_max": -0.078076,
-        "nauc_mrr_at_1_std": -0.119438,
-        "nauc_mrr_at_1_diff1": 0.29845,
-        "nauc_mrr_at_3_max": -0.082098,
-        "nauc_mrr_at_3_std": -0.128222,
-        "nauc_mrr_at_3_diff1": 0.257225,
-        "nauc_mrr_at_5_max": -0.039875,
-        "nauc_mrr_at_5_std": -0.148031,
-        "nauc_mrr_at_5_diff1": 0.297804,
-        "nauc_mrr_at_10_max": -0.046678,
-        "nauc_mrr_at_10_std": -0.147782,
-        "nauc_mrr_at_10_diff1": 0.298118,
-        "nauc_mrr_at_20_max": -0.047049,
-        "nauc_mrr_at_20_std": -0.139867,
-        "nauc_mrr_at_20_diff1": 0.300018,
-        "nauc_mrr_at_100_max": -0.052501,
-        "nauc_mrr_at_100_std": -0.13708,
-        "nauc_mrr_at_100_diff1": 0.295055,
-        "nauc_mrr_at_1000_max": -0.052831,
-        "nauc_mrr_at_1000_std": -0.137143,
-        "nauc_mrr_at_1000_diff1": 0.29451,
-        "main_score": 0.31043,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 21.537973165512085,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "4163ba032953d5044a7a6244261413f609c14342",
   "task_name": "NanoFiQA2018Retrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.38,
+        "ndcg_at_3": 0.34305,
+        "ndcg_at_5": 0.33529,
+        "ndcg_at_10": 0.36547,
+        "ndcg_at_20": 0.39626,
+        "ndcg_at_100": 0.44023,
+        "ndcg_at_1000": 0.4797,
+        "map_at_1": 0.22475,
+        "map_at_3": 0.27632,
+        "map_at_5": 0.28472,
+        "map_at_10": 0.30497,
+        "map_at_20": 0.31465,
+        "map_at_100": 0.32288,
+        "map_at_1000": 0.32486,
+        "recall_at_1": 0.22475,
+        "recall_at_3": 0.3256,
+        "recall_at_5": 0.3376,
+        "recall_at_10": 0.41766,
+        "recall_at_20": 0.51313,
+        "recall_at_100": 0.69415,
+        "recall_at_1000": 0.95814,
+        "precision_at_1": 0.38,
+        "precision_at_3": 0.18667,
+        "precision_at_5": 0.124,
+        "precision_at_10": 0.086,
+        "precision_at_20": 0.055,
+        "precision_at_100": 0.0164,
+        "precision_at_1000": 0.00228,
+        "mrr_at_1": 0.38,
+        "mrr_at_3": 0.433333,
+        "mrr_at_5": 0.433333,
+        "mrr_at_10": 0.442413,
+        "mrr_at_20": 0.451365,
+        "mrr_at_100": 0.455329,
+        "mrr_at_1000": 0.456037,
+        "nauc_ndcg_at_1_max": 0.197957,
+        "nauc_ndcg_at_1_std": -0.158709,
+        "nauc_ndcg_at_1_diff1": 0.680893,
+        "nauc_ndcg_at_3_max": 0.105462,
+        "nauc_ndcg_at_3_std": -0.191487,
+        "nauc_ndcg_at_3_diff1": 0.530991,
+        "nauc_ndcg_at_5_max": 0.093321,
+        "nauc_ndcg_at_5_std": -0.184066,
+        "nauc_ndcg_at_5_diff1": 0.512053,
+        "nauc_ndcg_at_10_max": 0.129951,
+        "nauc_ndcg_at_10_std": -0.186199,
+        "nauc_ndcg_at_10_diff1": 0.562485,
+        "nauc_ndcg_at_20_max": 0.140408,
+        "nauc_ndcg_at_20_std": -0.155981,
+        "nauc_ndcg_at_20_diff1": 0.569356,
+        "nauc_ndcg_at_100_max": 0.148997,
+        "nauc_ndcg_at_100_std": -0.114716,
+        "nauc_ndcg_at_100_diff1": 0.5427,
+        "nauc_ndcg_at_1000_max": 0.14338,
+        "nauc_ndcg_at_1000_std": -0.141738,
+        "nauc_ndcg_at_1000_diff1": 0.546733,
+        "nauc_map_at_1_max": 0.000664,
+        "nauc_map_at_1_std": -0.082265,
+        "nauc_map_at_1_diff1": 0.358848,
+        "nauc_map_at_3_max": 0.019444,
+        "nauc_map_at_3_std": -0.137296,
+        "nauc_map_at_3_diff1": 0.411829,
+        "nauc_map_at_5_max": 0.05998,
+        "nauc_map_at_5_std": -0.155547,
+        "nauc_map_at_5_diff1": 0.44561,
+        "nauc_map_at_10_max": 0.106017,
+        "nauc_map_at_10_std": -0.171728,
+        "nauc_map_at_10_diff1": 0.499132,
+        "nauc_map_at_20_max": 0.109916,
+        "nauc_map_at_20_std": -0.159823,
+        "nauc_map_at_20_diff1": 0.505383,
+        "nauc_map_at_100_max": 0.11248,
+        "nauc_map_at_100_std": -0.154518,
+        "nauc_map_at_100_diff1": 0.502897,
+        "nauc_map_at_1000_max": 0.111334,
+        "nauc_map_at_1000_std": -0.15542,
+        "nauc_map_at_1000_diff1": 0.502066,
+        "nauc_recall_at_1_max": 0.000664,
+        "nauc_recall_at_1_std": -0.082265,
+        "nauc_recall_at_1_diff1": 0.358848,
+        "nauc_recall_at_3_max": -0.019526,
+        "nauc_recall_at_3_std": -0.170969,
+        "nauc_recall_at_3_diff1": 0.371257,
+        "nauc_recall_at_5_max": 0.030126,
+        "nauc_recall_at_5_std": -0.196107,
+        "nauc_recall_at_5_diff1": 0.417747,
+        "nauc_recall_at_10_max": 0.096751,
+        "nauc_recall_at_10_std": -0.206199,
+        "nauc_recall_at_10_diff1": 0.527758,
+        "nauc_recall_at_20_max": 0.100438,
+        "nauc_recall_at_20_std": -0.129989,
+        "nauc_recall_at_20_diff1": 0.534588,
+        "nauc_recall_at_100_max": 0.123746,
+        "nauc_recall_at_100_std": 0.149815,
+        "nauc_recall_at_100_diff1": 0.364875,
+        "nauc_recall_at_1000_max": 0.241896,
+        "nauc_recall_at_1000_std": 0.281832,
+        "nauc_recall_at_1000_diff1": 0.378181,
+        "nauc_precision_at_1_max": 0.197957,
+        "nauc_precision_at_1_std": -0.158709,
+        "nauc_precision_at_1_diff1": 0.680893,
+        "nauc_precision_at_3_max": 0.287377,
+        "nauc_precision_at_3_std": -0.284996,
+        "nauc_precision_at_3_diff1": 0.710221,
+        "nauc_precision_at_5_max": 0.378346,
+        "nauc_precision_at_5_std": -0.309282,
+        "nauc_precision_at_5_diff1": 0.722244,
+        "nauc_precision_at_10_max": 0.414028,
+        "nauc_precision_at_10_std": -0.278619,
+        "nauc_precision_at_10_diff1": 0.735303,
+        "nauc_precision_at_20_max": 0.407876,
+        "nauc_precision_at_20_std": -0.157144,
+        "nauc_precision_at_20_diff1": 0.633787,
+        "nauc_precision_at_100_max": 0.316952,
+        "nauc_precision_at_100_std": -0.040839,
+        "nauc_precision_at_100_diff1": 0.272377,
+        "nauc_precision_at_1000_max": 0.162484,
+        "nauc_precision_at_1000_std": -0.157513,
+        "nauc_precision_at_1000_diff1": 0.075794,
+        "nauc_mrr_at_1_max": 0.197957,
+        "nauc_mrr_at_1_std": -0.158709,
+        "nauc_mrr_at_1_diff1": 0.680893,
+        "nauc_mrr_at_3_max": 0.19036,
+        "nauc_mrr_at_3_std": -0.177354,
+        "nauc_mrr_at_3_diff1": 0.674125,
+        "nauc_mrr_at_5_max": 0.19036,
+        "nauc_mrr_at_5_std": -0.177354,
+        "nauc_mrr_at_5_diff1": 0.674125,
+        "nauc_mrr_at_10_max": 0.191722,
+        "nauc_mrr_at_10_std": -0.173094,
+        "nauc_mrr_at_10_diff1": 0.671273,
+        "nauc_mrr_at_20_max": 0.200329,
+        "nauc_mrr_at_20_std": -0.159029,
+        "nauc_mrr_at_20_diff1": 0.66743,
+        "nauc_mrr_at_100_max": 0.194021,
+        "nauc_mrr_at_100_std": -0.160693,
+        "nauc_mrr_at_100_diff1": 0.665435,
+        "nauc_mrr_at_1000_max": 0.19465,
+        "nauc_mrr_at_1000_std": -0.160426,
+        "nauc_mrr_at_1000_diff1": 0.665815,
+        "main_score": 0.36547,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 7.984736442565918,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoHotpotQARetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "d79c0cdda980aba54842756770928035e1b61a51",
   "task_name": "NanoHotpotQARetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.14,
-        "ndcg_at_3": 0.19786,
-        "ndcg_at_5": 0.21421,
-        "ndcg_at_10": 0.24709,
-        "ndcg_at_20": 0.28271,
-        "ndcg_at_100": 0.31916,
-        "ndcg_at_1000": 0.34797,
-        "map_at_1": 0.14,
-        "map_at_3": 0.18333,
-        "map_at_5": 0.19233,
-        "map_at_10": 0.20622,
-        "map_at_20": 0.21614,
-        "map_at_100": 0.22098,
-        "map_at_1000": 0.22179,
-        "recall_at_1": 0.14,
-        "recall_at_3": 0.24,
-        "recall_at_5": 0.28,
-        "recall_at_10": 0.38,
-        "recall_at_20": 0.52,
-        "recall_at_100": 0.72,
-        "recall_at_1000": 0.96,
-        "precision_at_1": 0.14,
-        "precision_at_3": 0.08,
-        "precision_at_5": 0.056,
-        "precision_at_10": 0.038,
-        "precision_at_20": 0.026,
-        "precision_at_100": 0.0072,
-        "precision_at_1000": 0.00096,
-        "mrr_at_1": 0.14,
-        "mrr_at_3": 0.183333,
-        "mrr_at_5": 0.192333,
-        "mrr_at_10": 0.206222,
-        "mrr_at_20": 0.21614,
-        "mrr_at_100": 0.220984,
-        "mrr_at_1000": 0.221788,
-        "nauc_ndcg_at_1_max": 0.029573,
-        "nauc_ndcg_at_1_std": 0.117782,
-        "nauc_ndcg_at_1_diff1": -0.011965,
-        "nauc_ndcg_at_3_max": 0.09251,
-        "nauc_ndcg_at_3_std": 0.056868,
-        "nauc_ndcg_at_3_diff1": 0.069336,
-        "nauc_ndcg_at_5_max": 0.129089,
-        "nauc_ndcg_at_5_std": 0.092679,
-        "nauc_ndcg_at_5_diff1": 0.056941,
-        "nauc_ndcg_at_10_max": 0.117589,
-        "nauc_ndcg_at_10_std": 0.092846,
-        "nauc_ndcg_at_10_diff1": 0.070846,
-        "nauc_ndcg_at_20_max": 0.113992,
-        "nauc_ndcg_at_20_std": 0.082004,
-        "nauc_ndcg_at_20_diff1": 0.086112,
-        "nauc_ndcg_at_100_max": 0.129371,
-        "nauc_ndcg_at_100_std": 0.150006,
-        "nauc_ndcg_at_100_diff1": 0.073775,
-        "nauc_ndcg_at_1000_max": 0.114448,
-        "nauc_ndcg_at_1000_std": 0.13027,
-        "nauc_ndcg_at_1000_diff1": 0.054486,
-        "nauc_map_at_1_max": 0.029573,
-        "nauc_map_at_1_std": 0.117782,
-        "nauc_map_at_1_diff1": -0.011965,
-        "nauc_map_at_3_max": 0.075413,
-        "nauc_map_at_3_std": 0.060026,
-        "nauc_map_at_3_diff1": 0.049197,
-        "nauc_map_at_5_max": 0.098099,
-        "nauc_map_at_5_std": 0.08315,
-        "nauc_map_at_5_diff1": 0.043838,
-        "nauc_map_at_10_max": 0.093574,
-        "nauc_map_at_10_std": 0.086798,
-        "nauc_map_at_10_diff1": 0.050615,
-        "nauc_map_at_20_max": 0.091831,
-        "nauc_map_at_20_std": 0.083566,
-        "nauc_map_at_20_diff1": 0.054918,
-        "nauc_map_at_100_max": 0.095569,
-        "nauc_map_at_100_std": 0.096354,
-        "nauc_map_at_100_diff1": 0.052333,
-        "nauc_map_at_1000_max": 0.094879,
-        "nauc_map_at_1000_std": 0.095807,
-        "nauc_map_at_1000_diff1": 0.051609,
-        "nauc_recall_at_1_max": 0.029573,
-        "nauc_recall_at_1_std": 0.117782,
-        "nauc_recall_at_1_diff1": -0.011965,
-        "nauc_recall_at_3_max": 0.135514,
-        "nauc_recall_at_3_std": 0.05239,
-        "nauc_recall_at_3_diff1": 0.119488,
-        "nauc_recall_at_5_max": 0.205542,
-        "nauc_recall_at_5_std": 0.119811,
-        "nauc_recall_at_5_diff1": 0.085312,
-        "nauc_recall_at_10_max": 0.170379,
-        "nauc_recall_at_10_std": 0.105061,
-        "nauc_recall_at_10_diff1": 0.116627,
-        "nauc_recall_at_20_max": 0.163992,
-        "nauc_recall_at_20_std": 0.069509,
-        "nauc_recall_at_20_diff1": 0.169705,
-        "nauc_recall_at_100_max": 0.25496,
-        "nauc_recall_at_100_std": 0.427465,
-        "nauc_recall_at_100_diff1": 0.139614,
         "nauc_recall_at_1000_max": 0.218254,
         "nauc_recall_at_1000_std": 0.795752,
         "nauc_recall_at_1000_diff1": -0.435341,
-        "nauc_precision_at_1_max": 0.029573,
-        "nauc_precision_at_1_std": 0.117782,
-        "nauc_precision_at_1_diff1": -0.011965,
-        "nauc_precision_at_3_max": 0.135514,
-        "nauc_precision_at_3_std": 0.05239,
-        "nauc_precision_at_3_diff1": 0.119488,
-        "nauc_precision_at_5_max": 0.205542,
-        "nauc_precision_at_5_std": 0.119811,
-        "nauc_precision_at_5_diff1": 0.085312,
-        "nauc_precision_at_10_max": 0.170379,
-        "nauc_precision_at_10_std": 0.105061,
-        "nauc_precision_at_10_diff1": 0.116627,
-        "nauc_precision_at_20_max": 0.163992,
-        "nauc_precision_at_20_std": 0.069509,
-        "nauc_precision_at_20_diff1": 0.169705,
-        "nauc_precision_at_100_max": 0.25496,
-        "nauc_precision_at_100_std": 0.427465,
-        "nauc_precision_at_100_diff1": 0.139614,
         "nauc_precision_at_1000_max": 0.218254,
         "nauc_precision_at_1000_std": 0.795752,
         "nauc_precision_at_1000_diff1": -0.435341,
-        "nauc_mrr_at_1_max": 0.029573,
-        "nauc_mrr_at_1_std": 0.117782,
-        "nauc_mrr_at_1_diff1": -0.011965,
-        "nauc_mrr_at_3_max": 0.075413,
-        "nauc_mrr_at_3_std": 0.060026,
-        "nauc_mrr_at_3_diff1": 0.049197,
-        "nauc_mrr_at_5_max": 0.098099,
-        "nauc_mrr_at_5_std": 0.08315,
-        "nauc_mrr_at_5_diff1": 0.043838,
-        "nauc_mrr_at_10_max": 0.093574,
-        "nauc_mrr_at_10_std": 0.086798,
-        "nauc_mrr_at_10_diff1": 0.050615,
-        "nauc_mrr_at_20_max": 0.091831,
-        "nauc_mrr_at_20_std": 0.083566,
-        "nauc_mrr_at_20_diff1": 0.054918,
-        "nauc_mrr_at_100_max": 0.095569,
-        "nauc_mrr_at_100_std": 0.096354,
-        "nauc_mrr_at_100_diff1": 0.052333,
-        "nauc_mrr_at_1000_max": 0.094879,
-        "nauc_mrr_at_1000_std": 0.095807,
-        "nauc_mrr_at_1000_diff1": 0.051609,
-        "main_score": 0.24709,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 20.072317361831665,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "d79c0cdda980aba54842756770928035e1b61a51",
   "task_name": "NanoHotpotQARetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.52,
+        "ndcg_at_3": 0.43139,
+        "ndcg_at_5": 0.44616,
+        "ndcg_at_10": 0.48639,
+        "ndcg_at_20": 0.51466,
+        "ndcg_at_100": 0.54971,
+        "ndcg_at_1000": 0.57849,
+        "map_at_1": 0.26,
+        "map_at_3": 0.36167,
+        "map_at_5": 0.37267,
+        "map_at_10": 0.39548,
+        "map_at_20": 0.40694,
+        "map_at_100": 0.4142,
+        "map_at_1000": 0.41549,
+        "recall_at_1": 0.26,
+        "recall_at_3": 0.42,
+        "recall_at_5": 0.45,
+        "recall_at_10": 0.55,
+        "recall_at_20": 0.64,
+        "recall_at_100": 0.79,
+        "recall_at_1000": 0.98,
+        "precision_at_1": 0.52,
+        "precision_at_3": 0.28,
+        "precision_at_5": 0.18,
+        "precision_at_10": 0.11,
+        "precision_at_20": 0.064,
+        "precision_at_100": 0.0158,
+        "precision_at_1000": 0.00196,
+        "mrr_at_1": 0.52,
+        "mrr_at_3": 0.59,
+        "mrr_at_5": 0.594,
+        "mrr_at_10": 0.603524,
+        "mrr_at_20": 0.606601,
+        "mrr_at_100": 0.609227,
+        "mrr_at_1000": 0.609729,
+        "nauc_ndcg_at_1_max": 0.786169,
+        "nauc_ndcg_at_1_std": 0.320393,
+        "nauc_ndcg_at_1_diff1": 0.723625,
+        "nauc_ndcg_at_3_max": 0.546956,
+        "nauc_ndcg_at_3_std": 0.22279,
+        "nauc_ndcg_at_3_diff1": 0.471036,
+        "nauc_ndcg_at_5_max": 0.557294,
+        "nauc_ndcg_at_5_std": 0.239892,
+        "nauc_ndcg_at_5_diff1": 0.465199,
+        "nauc_ndcg_at_10_max": 0.598401,
+        "nauc_ndcg_at_10_std": 0.27872,
+        "nauc_ndcg_at_10_diff1": 0.497373,
+        "nauc_ndcg_at_20_max": 0.593222,
+        "nauc_ndcg_at_20_std": 0.272843,
+        "nauc_ndcg_at_20_diff1": 0.510161,
+        "nauc_ndcg_at_100_max": 0.591893,
+        "nauc_ndcg_at_100_std": 0.306454,
+        "nauc_ndcg_at_100_diff1": 0.493618,
+        "nauc_ndcg_at_1000_max": 0.598232,
+        "nauc_ndcg_at_1000_std": 0.297445,
+        "nauc_ndcg_at_1000_diff1": 0.497281,
+        "nauc_map_at_1_max": 0.786169,
+        "nauc_map_at_1_std": 0.320393,
+        "nauc_map_at_1_diff1": 0.723625,
+        "nauc_map_at_3_max": 0.493845,
+        "nauc_map_at_3_std": 0.193689,
+        "nauc_map_at_3_diff1": 0.415674,
+        "nauc_map_at_5_max": 0.507347,
+        "nauc_map_at_5_std": 0.213353,
+        "nauc_map_at_5_diff1": 0.40798,
+        "nauc_map_at_10_max": 0.526746,
+        "nauc_map_at_10_std": 0.232472,
+        "nauc_map_at_10_diff1": 0.429919,
+        "nauc_map_at_20_max": 0.526284,
+        "nauc_map_at_20_std": 0.23019,
+        "nauc_map_at_20_diff1": 0.436444,
+        "nauc_map_at_100_max": 0.526943,
+        "nauc_map_at_100_std": 0.240644,
+        "nauc_map_at_100_diff1": 0.432827,
+        "nauc_map_at_1000_max": 0.527165,
+        "nauc_map_at_1000_std": 0.241181,
+        "nauc_map_at_1000_diff1": 0.432666,
+        "nauc_recall_at_1_max": 0.786169,
+        "nauc_recall_at_1_std": 0.320393,
+        "nauc_recall_at_1_diff1": 0.723625,
+        "nauc_recall_at_3_max": 0.442171,
+        "nauc_recall_at_3_std": 0.190009,
+        "nauc_recall_at_3_diff1": 0.36369,
+        "nauc_recall_at_5_max": 0.438321,
+        "nauc_recall_at_5_std": 0.210652,
+        "nauc_recall_at_5_diff1": 0.330793,
+        "nauc_recall_at_10_max": 0.479971,
+        "nauc_recall_at_10_std": 0.269516,
+        "nauc_recall_at_10_diff1": 0.367634,
+        "nauc_recall_at_20_max": 0.427654,
+        "nauc_recall_at_20_std": 0.235158,
+        "nauc_recall_at_20_diff1": 0.373855,
+        "nauc_recall_at_100_max": 0.419464,
+        "nauc_recall_at_100_std": 0.424296,
+        "nauc_recall_at_100_diff1": 0.294312,
         "nauc_recall_at_1000_max": 0.218254,
         "nauc_recall_at_1000_std": 0.795752,
         "nauc_recall_at_1000_diff1": -0.435341,
+        "nauc_precision_at_1_max": 0.786169,
+        "nauc_precision_at_1_std": 0.320393,
+        "nauc_precision_at_1_diff1": 0.723625,
+        "nauc_precision_at_3_max": 0.442171,
+        "nauc_precision_at_3_std": 0.190009,
+        "nauc_precision_at_3_diff1": 0.36369,
+        "nauc_precision_at_5_max": 0.438321,
+        "nauc_precision_at_5_std": 0.210652,
+        "nauc_precision_at_5_diff1": 0.330793,
+        "nauc_precision_at_10_max": 0.479971,
+        "nauc_precision_at_10_std": 0.269516,
+        "nauc_precision_at_10_diff1": 0.367634,
+        "nauc_precision_at_20_max": 0.427654,
+        "nauc_precision_at_20_std": 0.235158,
+        "nauc_precision_at_20_diff1": 0.373855,
+        "nauc_precision_at_100_max": 0.419464,
+        "nauc_precision_at_100_std": 0.424296,
+        "nauc_precision_at_100_diff1": 0.294312,
         "nauc_precision_at_1000_max": 0.218254,
         "nauc_precision_at_1000_std": 0.795752,
         "nauc_precision_at_1000_diff1": -0.435341,
+        "nauc_mrr_at_1_max": 0.786169,
+        "nauc_mrr_at_1_std": 0.320393,
+        "nauc_mrr_at_1_diff1": 0.723625,
+        "nauc_mrr_at_3_max": 0.749876,
+        "nauc_mrr_at_3_std": 0.308783,
+        "nauc_mrr_at_3_diff1": 0.681019,
+        "nauc_mrr_at_5_max": 0.747536,
+        "nauc_mrr_at_5_std": 0.307033,
+        "nauc_mrr_at_5_diff1": 0.689612,
+        "nauc_mrr_at_10_max": 0.767997,
+        "nauc_mrr_at_10_std": 0.3272,
+        "nauc_mrr_at_10_diff1": 0.692278,
+        "nauc_mrr_at_20_max": 0.765344,
+        "nauc_mrr_at_20_std": 0.327045,
+        "nauc_mrr_at_20_diff1": 0.69217,
+        "nauc_mrr_at_100_max": 0.764096,
+        "nauc_mrr_at_100_std": 0.325624,
+        "nauc_mrr_at_100_diff1": 0.689902,
+        "nauc_mrr_at_1000_max": 0.764243,
+        "nauc_mrr_at_1000_std": 0.325254,
+        "nauc_mrr_at_1000_diff1": 0.690535,
+        "main_score": 0.48639,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 6.861608266830444,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoMSMARCORetrieval.json CHANGED Viewed

@@ -1,7 +1,7 @@
 {
   "dataset_revision": "7b8ff22f2771dc65ac5b439f222eb19a1f56abda",
   "task_name": "NanoMSMARCORetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 21.171936988830566,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "7b8ff22f2771dc65ac5b439f222eb19a1f56abda",
   "task_name": "NanoMSMARCORetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
       }
     ]
   },
+  "evaluation_time": 7.633869171142578,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoNFCorpusRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "dd542a7efb9ad2136b9e00768b60fca9038f8156",
   "task_name": "NanoNFCorpusRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.04,
-        "ndcg_at_3": 0.06524,
-        "ndcg_at_5": 0.06524,
-        "ndcg_at_10": 0.06524,
-        "ndcg_at_20": 0.07082,
-        "ndcg_at_100": 0.09301,
-        "ndcg_at_1000": 0.14295,
-        "map_at_1": 0.04,
-        "map_at_3": 0.06,
-        "map_at_5": 0.06,
-        "map_at_10": 0.06,
-        "map_at_20": 0.06182,
-        "map_at_100": 0.06485,
-        "map_at_1000": 0.06623,
-        "recall_at_1": 0.04,
-        "recall_at_3": 0.08,
-        "recall_at_5": 0.08,
-        "recall_at_10": 0.08,
-        "recall_at_20": 0.1,
-        "recall_at_100": 0.22,
-        "recall_at_1000": 0.64,
-        "precision_at_1": 0.04,
-        "precision_at_3": 0.02667,
-        "precision_at_5": 0.016,
-        "precision_at_10": 0.008,
-        "precision_at_20": 0.005,
-        "precision_at_100": 0.0022,
-        "precision_at_1000": 0.00064,
-        "mrr_at_1": 0.04,
-        "mrr_at_3": 0.06,
-        "mrr_at_5": 0.06,
-        "mrr_at_10": 0.06,
-        "mrr_at_20": 0.061818,
-        "mrr_at_100": 0.064855,
-        "mrr_at_1000": 0.066231,
-        "nauc_ndcg_at_1_max": 0.340757,
-        "nauc_ndcg_at_1_std": -0.087872,
-        "nauc_ndcg_at_1_diff1": 0.29246,
-        "nauc_ndcg_at_3_max": 0.188175,
-        "nauc_ndcg_at_3_std": -0.031043,
-        "nauc_ndcg_at_3_diff1": -0.013949,
-        "nauc_ndcg_at_5_max": 0.188175,
-        "nauc_ndcg_at_5_std": -0.031043,
-        "nauc_ndcg_at_5_diff1": -0.013949,
-        "nauc_ndcg_at_10_max": 0.188175,
-        "nauc_ndcg_at_10_std": -0.031043,
-        "nauc_ndcg_at_10_diff1": -0.013949,
-        "nauc_ndcg_at_20_max": 0.25213,
-        "nauc_ndcg_at_20_std": -0.04481,
-        "nauc_ndcg_at_20_diff1": -0.052209,
-        "nauc_ndcg_at_100_max": 0.280576,
-        "nauc_ndcg_at_100_std": 0.100741,
-        "nauc_ndcg_at_100_diff1": -0.041553,
-        "nauc_ndcg_at_1000_max": 0.246043,
-        "nauc_ndcg_at_1000_std": 0.044907,
-        "nauc_ndcg_at_1000_diff1": -0.064247,
-        "nauc_map_at_1_max": 0.340757,
-        "nauc_map_at_1_std": -0.087872,
-        "nauc_map_at_1_diff1": 0.29246,
-        "nauc_map_at_3_max": 0.209284,
-        "nauc_map_at_3_std": -0.038905,
-        "nauc_map_at_3_diff1": 0.028441,
-        "nauc_map_at_5_max": 0.209284,
-        "nauc_map_at_5_std": -0.038905,
-        "nauc_map_at_5_diff1": 0.028441,
-        "nauc_map_at_10_max": 0.209284,
-        "nauc_map_at_10_std": -0.038905,
-        "nauc_map_at_10_diff1": 0.028441,
-        "nauc_map_at_20_max": 0.23254,
-        "nauc_map_at_20_std": -0.043814,
-        "nauc_map_at_20_diff1": 0.012911,
-        "nauc_map_at_100_max": 0.233117,
-        "nauc_map_at_100_std": -0.019858,
-        "nauc_map_at_100_diff1": 0.011762,
-        "nauc_map_at_1000_max": 0.230407,
-        "nauc_map_at_1000_std": -0.020259,
-        "nauc_map_at_1000_diff1": 0.008907,
-        "nauc_recall_at_1_max": 0.340757,
-        "nauc_recall_at_1_std": -0.087872,
-        "nauc_recall_at_1_diff1": 0.29246,
-        "nauc_recall_at_3_max": 0.143547,
-        "nauc_recall_at_3_std": -0.014422,
-        "nauc_recall_at_3_diff1": -0.103569,
-        "nauc_recall_at_5_max": 0.143547,
-        "nauc_recall_at_5_std": -0.014422,
-        "nauc_recall_at_5_diff1": -0.103569,
-        "nauc_recall_at_10_max": 0.143547,
-        "nauc_recall_at_10_std": -0.014422,
-        "nauc_recall_at_10_diff1": -0.103569,
-        "nauc_recall_at_20_max": 0.314838,
-        "nauc_recall_at_20_std": -0.052697,
-        "nauc_recall_at_20_diff1": -0.182774,
-        "nauc_recall_at_100_max": 0.389129,
-        "nauc_recall_at_100_std": 0.344656,
-        "nauc_recall_at_100_diff1": -0.093296,
-        "nauc_recall_at_1000_max": 0.282603,
-        "nauc_recall_at_1000_std": 0.087463,
-        "nauc_recall_at_1000_diff1": -0.145517,
-        "nauc_precision_at_1_max": 0.340757,
-        "nauc_precision_at_1_std": -0.087872,
-        "nauc_precision_at_1_diff1": 0.29246,
-        "nauc_precision_at_3_max": 0.143547,
-        "nauc_precision_at_3_std": -0.014422,
-        "nauc_precision_at_3_diff1": -0.103569,
-        "nauc_precision_at_5_max": 0.143547,
-        "nauc_precision_at_5_std": -0.014422,
-        "nauc_precision_at_5_diff1": -0.103569,
-        "nauc_precision_at_10_max": 0.143547,
-        "nauc_precision_at_10_std": -0.014422,
-        "nauc_precision_at_10_diff1": -0.103569,
-        "nauc_precision_at_20_max": 0.314838,
-        "nauc_precision_at_20_std": -0.052697,
-        "nauc_precision_at_20_diff1": -0.182774,
-        "nauc_precision_at_100_max": 0.389129,
-        "nauc_precision_at_100_std": 0.344656,
-        "nauc_precision_at_100_diff1": -0.093296,
-        "nauc_precision_at_1000_max": 0.282603,
-        "nauc_precision_at_1000_std": 0.087463,
-        "nauc_precision_at_1000_diff1": -0.145517,
-        "nauc_mrr_at_1_max": 0.340757,
-        "nauc_mrr_at_1_std": -0.087872,
-        "nauc_mrr_at_1_diff1": 0.29246,
-        "nauc_mrr_at_3_max": 0.209284,
-        "nauc_mrr_at_3_std": -0.038905,
-        "nauc_mrr_at_3_diff1": 0.028441,
-        "nauc_mrr_at_5_max": 0.209284,
-        "nauc_mrr_at_5_std": -0.038905,
-        "nauc_mrr_at_5_diff1": 0.028441,
-        "nauc_mrr_at_10_max": 0.209284,
-        "nauc_mrr_at_10_std": -0.038905,
-        "nauc_mrr_at_10_diff1": 0.028441,
-        "nauc_mrr_at_20_max": 0.23254,
-        "nauc_mrr_at_20_std": -0.043814,
-        "nauc_mrr_at_20_diff1": 0.012911,
-        "nauc_mrr_at_100_max": 0.233117,
-        "nauc_mrr_at_100_std": -0.019858,
-        "nauc_mrr_at_100_diff1": 0.011762,
-        "nauc_mrr_at_1000_max": 0.230408,
-        "nauc_mrr_at_1000_std": -0.020258,
-        "nauc_mrr_at_1000_diff1": 0.008907,
-        "main_score": 0.06524,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 15.361793041229248,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "dd542a7efb9ad2136b9e00768b60fca9038f8156",
   "task_name": "NanoNFCorpusRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.28,
+        "ndcg_at_3": 0.29896,
+        "ndcg_at_5": 0.29506,
+        "ndcg_at_10": 0.25021,
+        "ndcg_at_20": 0.21977,
+        "ndcg_at_100": 0.20609,
+        "ndcg_at_1000": 0.33145,
+        "map_at_1": 0.0168,
+        "map_at_3": 0.03985,
+        "map_at_5": 0.04798,
+        "map_at_10": 0.05913,
+        "map_at_20": 0.06931,
+        "map_at_100": 0.08393,
+        "map_at_1000": 0.10181,
+        "recall_at_1": 0.0168,
+        "recall_at_3": 0.05516,
+        "recall_at_5": 0.06636,
+        "recall_at_10": 0.08405,
+        "recall_at_20": 0.11034,
+        "recall_at_100": 0.21088,
+        "recall_at_1000": 0.6055,
+        "precision_at_1": 0.28,
+        "precision_at_3": 0.29333,
+        "precision_at_5": 0.28,
+        "precision_at_10": 0.21,
+        "precision_at_20": 0.163,
+        "precision_at_100": 0.0776,
+        "precision_at_1000": 0.02728,
+        "mrr_at_1": 0.28,
+        "mrr_at_3": 0.363333,
+        "mrr_at_5": 0.380333,
+        "mrr_at_10": 0.389913,
+        "mrr_at_20": 0.391246,
+        "mrr_at_100": 0.394039,
+        "mrr_at_1000": 0.394739,
+        "nauc_ndcg_at_1_max": 0.458461,
+        "nauc_ndcg_at_1_std": 0.182077,
+        "nauc_ndcg_at_1_diff1": 0.180736,
+        "nauc_ndcg_at_3_max": 0.560916,
+        "nauc_ndcg_at_3_std": 0.302175,
+        "nauc_ndcg_at_3_diff1": 0.112521,
+        "nauc_ndcg_at_5_max": 0.560823,
+        "nauc_ndcg_at_5_std": 0.3143,
+        "nauc_ndcg_at_5_diff1": 0.082871,
+        "nauc_ndcg_at_10_max": 0.532863,
+        "nauc_ndcg_at_10_std": 0.305935,
+        "nauc_ndcg_at_10_diff1": 0.038229,
+        "nauc_ndcg_at_20_max": 0.518332,
+        "nauc_ndcg_at_20_std": 0.3138,
+        "nauc_ndcg_at_20_diff1": 0.029671,
+        "nauc_ndcg_at_100_max": 0.416068,
+        "nauc_ndcg_at_100_std": 0.335463,
+        "nauc_ndcg_at_100_diff1": 0.058154,
+        "nauc_ndcg_at_1000_max": 0.551804,
+        "nauc_ndcg_at_1000_std": 0.367939,
+        "nauc_ndcg_at_1000_diff1": 0.083846,
+        "nauc_map_at_1_max": -0.093187,
+        "nauc_map_at_1_std": -0.295892,
+        "nauc_map_at_1_diff1": 0.654559,
+        "nauc_map_at_3_max": 0.03338,
+        "nauc_map_at_3_std": -0.133718,
+        "nauc_map_at_3_diff1": 0.111081,
+        "nauc_map_at_5_max": 0.133354,
+        "nauc_map_at_5_std": -0.085113,
+        "nauc_map_at_5_diff1": 0.067891,
+        "nauc_map_at_10_max": 0.201766,
+        "nauc_map_at_10_std": -0.017654,
+        "nauc_map_at_10_diff1": -0.008825,
+        "nauc_map_at_20_max": 0.285983,
+        "nauc_map_at_20_std": 0.020257,
+        "nauc_map_at_20_diff1": -0.029181,
+        "nauc_map_at_100_max": 0.346549,
+        "nauc_map_at_100_std": 0.079093,
+        "nauc_map_at_100_diff1": -0.020269,
+        "nauc_map_at_1000_max": 0.379461,
+        "nauc_map_at_1000_std": 0.179946,
+        "nauc_map_at_1000_diff1": 0.00353,
+        "nauc_recall_at_1_max": -0.093187,
+        "nauc_recall_at_1_std": -0.295892,
+        "nauc_recall_at_1_diff1": 0.654559,
+        "nauc_recall_at_3_max": -0.011463,
+        "nauc_recall_at_3_std": -0.145972,
+        "nauc_recall_at_3_diff1": -0.030116,
+        "nauc_recall_at_5_max": 0.08223,
+        "nauc_recall_at_5_std": -0.105399,
+        "nauc_recall_at_5_diff1": -0.060104,
+        "nauc_recall_at_10_max": 0.136244,
+        "nauc_recall_at_10_std": -0.04816,
+        "nauc_recall_at_10_diff1": -0.101245,
+        "nauc_recall_at_20_max": 0.225949,
+        "nauc_recall_at_20_std": -0.001899,
+        "nauc_recall_at_20_diff1": -0.09618,
+        "nauc_recall_at_100_max": 0.218862,
+        "nauc_recall_at_100_std": 0.163587,
+        "nauc_recall_at_100_diff1": -0.032556,
+        "nauc_recall_at_1000_max": 0.116317,
+        "nauc_recall_at_1000_std": 0.122344,
+        "nauc_recall_at_1000_diff1": 0.023276,
+        "nauc_precision_at_1_max": 0.458461,
+        "nauc_precision_at_1_std": 0.182077,
+        "nauc_precision_at_1_diff1": 0.180736,
+        "nauc_precision_at_3_max": 0.610834,
+        "nauc_precision_at_3_std": 0.368344,
+        "nauc_precision_at_3_diff1": 0.094488,
+        "nauc_precision_at_5_max": 0.608538,
+        "nauc_precision_at_5_std": 0.387384,
+        "nauc_precision_at_5_diff1": 0.042469,
+        "nauc_precision_at_10_max": 0.583986,
+        "nauc_precision_at_10_std": 0.38727,
+        "nauc_precision_at_10_diff1": -0.036373,
+        "nauc_precision_at_20_max": 0.599164,
+        "nauc_precision_at_20_std": 0.437266,
+        "nauc_precision_at_20_diff1": -0.031095,
+        "nauc_precision_at_100_max": 0.453564,
+        "nauc_precision_at_100_std": 0.607681,
+        "nauc_precision_at_100_diff1": 0.054362,
+        "nauc_precision_at_1000_max": 0.21936,
+        "nauc_precision_at_1000_std": 0.669672,
+        "nauc_precision_at_1000_diff1": 0.06862,
+        "nauc_mrr_at_1_max": 0.458461,
+        "nauc_mrr_at_1_std": 0.182077,
+        "nauc_mrr_at_1_diff1": 0.180736,
+        "nauc_mrr_at_3_max": 0.504459,
+        "nauc_mrr_at_3_std": 0.259268,
+        "nauc_mrr_at_3_diff1": 0.213283,
+        "nauc_mrr_at_5_max": 0.502086,
+        "nauc_mrr_at_5_std": 0.263047,
+        "nauc_mrr_at_5_diff1": 0.200392,
+        "nauc_mrr_at_10_max": 0.495926,
+        "nauc_mrr_at_10_std": 0.254754,
+        "nauc_mrr_at_10_diff1": 0.211471,
+        "nauc_mrr_at_20_max": 0.493037,
+        "nauc_mrr_at_20_std": 0.25389,
+        "nauc_mrr_at_20_diff1": 0.211449,
+        "nauc_mrr_at_100_max": 0.497508,
+        "nauc_mrr_at_100_std": 0.260559,
+        "nauc_mrr_at_100_diff1": 0.20576,
+        "nauc_mrr_at_1000_max": 0.49761,
+        "nauc_mrr_at_1000_std": 0.259479,
+        "nauc_mrr_at_1000_diff1": 0.206012,
+        "main_score": 0.25021,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 5.970306634902954,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoNQRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "77540146379abf95df8326a3c5bb9eb21c7146c3",
   "task_name": "NanoNQRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
         "ndcg_at_1": 0.34,
-        "ndcg_at_3": 0.42309,
-        "ndcg_at_5": 0.45579,
-        "ndcg_at_10": 0.46848,
-        "ndcg_at_20": 0.49365,
-        "ndcg_at_100": 0.53432,
-        "ndcg_at_1000": 0.54165,
-        "map_at_1": 0.34,
-        "map_at_3": 0.40333,
-        "map_at_5": 0.42133,
-        "map_at_10": 0.42641,
-        "map_at_20": 0.43324,
-        "map_at_100": 0.43869,
-        "map_at_1000": 0.43893,
-        "recall_at_1": 0.34,
-        "recall_at_3": 0.48,
-        "recall_at_5": 0.56,
-        "recall_at_10": 0.6,
-        "recall_at_20": 0.7,
-        "recall_at_100": 0.92,
         "recall_at_1000": 0.98,
         "precision_at_1": 0.34,
-        "precision_at_3": 0.16,
-        "precision_at_5": 0.112,
-        "precision_at_10": 0.06,
-        "precision_at_20": 0.035,
-        "precision_at_100": 0.0092,
-        "precision_at_1000": 0.00098,
         "mrr_at_1": 0.34,
-        "mrr_at_3": 0.403333,
-        "mrr_at_5": 0.421333,
-        "mrr_at_10": 0.426413,
-        "mrr_at_20": 0.433239,
-        "mrr_at_100": 0.438692,
-        "mrr_at_1000": 0.438928,
         "nauc_ndcg_at_1_max": 0.053738,
         "nauc_ndcg_at_1_std": -0.166539,
         "nauc_ndcg_at_1_diff1": 0.052678,
-        "nauc_ndcg_at_3_max": 0.206154,
-        "nauc_ndcg_at_3_std": -0.102464,
-        "nauc_ndcg_at_3_diff1": 0.048664,
-        "nauc_ndcg_at_5_max": 0.185252,
-        "nauc_ndcg_at_5_std": -0.026193,
-        "nauc_ndcg_at_5_diff1": -0.020771,
-        "nauc_ndcg_at_10_max": 0.229708,
-        "nauc_ndcg_at_10_std": 0.015429,
-        "nauc_ndcg_at_10_diff1": -0.035437,
-        "nauc_ndcg_at_20_max": 0.199339,
-        "nauc_ndcg_at_20_std": -0.020793,
-        "nauc_ndcg_at_20_diff1": -0.072151,
-        "nauc_ndcg_at_100_max": 0.182007,
-        "nauc_ndcg_at_100_std": -0.042098,
-        "nauc_ndcg_at_100_diff1": -0.034826,
-        "nauc_ndcg_at_1000_max": 0.18396,
-        "nauc_ndcg_at_1000_std": -0.041494,
-        "nauc_ndcg_at_1000_diff1": -0.034008,
-        "nauc_map_at_1_max": 0.053738,
-        "nauc_map_at_1_std": -0.166539,
-        "nauc_map_at_1_diff1": 0.052678,
-        "nauc_map_at_3_max": 0.172311,
-        "nauc_map_at_3_std": -0.122436,
-        "nauc_map_at_3_diff1": 0.05246,
-        "nauc_map_at_5_max": 0.159962,
-        "nauc_map_at_5_std": -0.081357,
-        "nauc_map_at_5_diff1": 0.014418,
-        "nauc_map_at_10_max": 0.176615,
-        "nauc_map_at_10_std": -0.065971,
-        "nauc_map_at_10_diff1": 0.009491,
-        "nauc_map_at_20_max": 0.168072,
-        "nauc_map_at_20_std": -0.076156,
-        "nauc_map_at_20_diff1": 0.00184,
-        "nauc_map_at_100_max": 0.16513,
-        "nauc_map_at_100_std": -0.079183,
-        "nauc_map_at_100_diff1": 0.007277,
-        "nauc_map_at_1000_max": 0.165223,
-        "nauc_map_at_1000_std": -0.07906,
-        "nauc_map_at_1000_diff1": 0.007239,
-        "nauc_recall_at_1_max": 0.053738,
-        "nauc_recall_at_1_std": -0.166539,
-        "nauc_recall_at_1_diff1": 0.052678,
-        "nauc_recall_at_3_max": 0.302821,
-        "nauc_recall_at_3_std": -0.042844,
-        "nauc_recall_at_3_diff1": 0.03652,
-        "nauc_recall_at_5_max": 0.258545,
-        "nauc_recall_at_5_std": 0.156683,
-        "nauc_recall_at_5_diff1": -0.140189,
-        "nauc_recall_at_10_max": 0.416771,
-        "nauc_recall_at_10_std": 0.31027,
-        "nauc_recall_at_10_diff1": -0.199258,
-        "nauc_recall_at_20_max": 0.306611,
-        "nauc_recall_at_20_std": 0.192074,
-        "nauc_recall_at_20_diff1": -0.430157,
-        "nauc_recall_at_100_max": 0.239146,
-        "nauc_recall_at_100_std": 0.24965,
-        "nauc_recall_at_100_diff1": -0.514472,
         "nauc_recall_at_1000_max": 0.554155,
         "nauc_recall_at_1000_std": 1.0,
         "nauc_recall_at_1000_diff1": -1.739963,
         "nauc_precision_at_1_max": 0.053738,
         "nauc_precision_at_1_std": -0.166539,
         "nauc_precision_at_1_diff1": 0.052678,
-        "nauc_precision_at_3_max": 0.302821,
-        "nauc_precision_at_3_std": -0.042844,
-        "nauc_precision_at_3_diff1": 0.03652,
-        "nauc_precision_at_5_max": 0.258545,
-        "nauc_precision_at_5_std": 0.156683,
-        "nauc_precision_at_5_diff1": -0.140189,
-        "nauc_precision_at_10_max": 0.416771,
-        "nauc_precision_at_10_std": 0.31027,
-        "nauc_precision_at_10_diff1": -0.199258,
-        "nauc_precision_at_20_max": 0.306611,
-        "nauc_precision_at_20_std": 0.192074,
-        "nauc_precision_at_20_diff1": -0.430157,
-        "nauc_precision_at_100_max": 0.239146,
-        "nauc_precision_at_100_std": 0.24965,
-        "nauc_precision_at_100_diff1": -0.514472,
-        "nauc_precision_at_1000_max": 0.554155,
-        "nauc_precision_at_1000_std": 1.0,
-        "nauc_precision_at_1000_diff1": -1.739963,
         "nauc_mrr_at_1_max": 0.053738,
         "nauc_mrr_at_1_std": -0.166539,
         "nauc_mrr_at_1_diff1": 0.052678,
-        "nauc_mrr_at_3_max": 0.172311,
-        "nauc_mrr_at_3_std": -0.122436,
-        "nauc_mrr_at_3_diff1": 0.05246,
-        "nauc_mrr_at_5_max": 0.159962,
-        "nauc_mrr_at_5_std": -0.081357,
-        "nauc_mrr_at_5_diff1": 0.014418,
-        "nauc_mrr_at_10_max": 0.176615,
-        "nauc_mrr_at_10_std": -0.065971,
-        "nauc_mrr_at_10_diff1": 0.009491,
-        "nauc_mrr_at_20_max": 0.168072,
-        "nauc_mrr_at_20_std": -0.076156,
-        "nauc_mrr_at_20_diff1": 0.00184,
-        "nauc_mrr_at_100_max": 0.16513,
-        "nauc_mrr_at_100_std": -0.079183,
-        "nauc_mrr_at_100_diff1": 0.007277,
-        "nauc_mrr_at_1000_max": 0.165223,
-        "nauc_mrr_at_1000_std": -0.07906,
-        "nauc_mrr_at_1000_diff1": 0.007239,
-        "main_score": 0.46848,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 21.622407913208008,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "77540146379abf95df8326a3c5bb9eb21c7146c3",
   "task_name": "NanoNQRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
         "ndcg_at_1": 0.34,
+        "ndcg_at_3": 0.43083,
+        "ndcg_at_5": 0.47409,
+        "ndcg_at_10": 0.48678,
+        "ndcg_at_20": 0.51005,
+        "ndcg_at_100": 0.54779,
+        "ndcg_at_1000": 0.5566,
+        "map_at_1": 0.33,
+        "map_at_3": 0.40833,
+        "map_at_5": 0.43133,
+        "map_at_10": 0.43641,
+        "map_at_20": 0.44261,
+        "map_at_100": 0.44842,
+        "map_at_1000": 0.44872,
+        "recall_at_1": 0.33,
+        "recall_at_3": 0.49,
+        "recall_at_5": 0.59,
+        "recall_at_10": 0.63,
+        "recall_at_20": 0.72,
+        "recall_at_100": 0.91,
         "recall_at_1000": 0.98,
         "precision_at_1": 0.34,
+        "precision_at_3": 0.17333,
+        "precision_at_5": 0.128,
+        "precision_at_10": 0.068,
+        "precision_at_20": 0.039,
+        "precision_at_100": 0.0104,
+        "precision_at_1000": 0.00112,
         "mrr_at_1": 0.34,
+        "mrr_at_3": 0.413333,
+        "mrr_at_5": 0.441333,
+        "mrr_at_10": 0.446413,
+        "mrr_at_20": 0.453239,
+        "mrr_at_100": 0.457227,
+        "mrr_at_1000": 0.457464,
         "nauc_ndcg_at_1_max": 0.053738,
         "nauc_ndcg_at_1_std": -0.166539,
         "nauc_ndcg_at_1_diff1": 0.052678,
+        "nauc_ndcg_at_3_max": 0.190851,
+        "nauc_ndcg_at_3_std": -0.114908,
+        "nauc_ndcg_at_3_diff1": 0.074085,
+        "nauc_ndcg_at_5_max": 0.161551,
+        "nauc_ndcg_at_5_std": -0.046404,
+        "nauc_ndcg_at_5_diff1": 0.026997,
+        "nauc_ndcg_at_10_max": 0.20809,
+        "nauc_ndcg_at_10_std": -0.004134,
+        "nauc_ndcg_at_10_diff1": 0.012735,
+        "nauc_ndcg_at_20_max": 0.173039,
+        "nauc_ndcg_at_20_std": -0.041755,
+        "nauc_ndcg_at_20_diff1": -0.017047,
+        "nauc_ndcg_at_100_max": 0.162223,
+        "nauc_ndcg_at_100_std": -0.05884,
+        "nauc_ndcg_at_100_diff1": 0.007777,
+        "nauc_ndcg_at_1000_max": 0.159167,
+        "nauc_ndcg_at_1000_std": -0.064326,
+        "nauc_ndcg_at_1000_diff1": 0.010701,
+        "nauc_map_at_1_max": 0.037931,
+        "nauc_map_at_1_std": -0.216972,
+        "nauc_map_at_1_diff1": 0.073531,
+        "nauc_map_at_3_max": 0.162375,
+        "nauc_map_at_3_std": -0.130502,
+        "nauc_map_at_3_diff1": 0.068874,
+        "nauc_map_at_5_max": 0.146156,
+        "nauc_map_at_5_std": -0.093543,
+        "nauc_map_at_5_diff1": 0.041366,
+        "nauc_map_at_10_max": 0.163376,
+        "nauc_map_at_10_std": -0.078251,
+        "nauc_map_at_10_diff1": 0.036622,
+        "nauc_map_at_20_max": 0.153594,
+        "nauc_map_at_20_std": -0.088543,
+        "nauc_map_at_20_diff1": 0.03103,
+        "nauc_map_at_100_max": 0.150383,
+        "nauc_map_at_100_std": -0.091843,
+        "nauc_map_at_100_diff1": 0.036309,
+        "nauc_map_at_1000_max": 0.150294,
+        "nauc_map_at_1000_std": -0.091941,
+        "nauc_map_at_1000_diff1": 0.036332,
+        "nauc_recall_at_1_max": 0.037931,
+        "nauc_recall_at_1_std": -0.216972,
+        "nauc_recall_at_1_diff1": 0.073531,
+        "nauc_recall_at_3_max": 0.283338,
+        "nauc_recall_at_3_std": -0.058755,
+        "nauc_recall_at_3_diff1": 0.069404,
+        "nauc_recall_at_5_max": 0.223441,
+        "nauc_recall_at_5_std": 0.131646,
+        "nauc_recall_at_5_diff1": -0.06569,
+        "nauc_recall_at_10_max": 0.391749,
+        "nauc_recall_at_10_std": 0.294332,
+        "nauc_recall_at_10_diff1": -0.125339,
+        "nauc_recall_at_20_max": 0.244583,
+        "nauc_recall_at_20_std": 0.169106,
+        "nauc_recall_at_20_diff1": -0.313297,
+        "nauc_recall_at_100_max": 0.323685,
+        "nauc_recall_at_100_std": 0.333022,
+        "nauc_recall_at_100_diff1": -0.476346,
         "nauc_recall_at_1000_max": 0.554155,
         "nauc_recall_at_1000_std": 1.0,
         "nauc_recall_at_1000_diff1": -1.739963,
         "nauc_precision_at_1_max": 0.053738,
         "nauc_precision_at_1_std": -0.166539,
         "nauc_precision_at_1_diff1": 0.052678,
+        "nauc_precision_at_3_max": 0.269151,
+        "nauc_precision_at_3_std": 0.022326,
+        "nauc_precision_at_3_diff1": 0.055755,
+        "nauc_precision_at_5_max": 0.199641,
+        "nauc_precision_at_5_std": 0.196633,
+        "nauc_precision_at_5_diff1": -0.029202,
+        "nauc_precision_at_10_max": 0.359375,
+        "nauc_precision_at_10_std": 0.356155,
+        "nauc_precision_at_10_diff1": -0.083678,
+        "nauc_precision_at_20_max": 0.247234,
+        "nauc_precision_at_20_std": 0.258411,
+        "nauc_precision_at_20_diff1": -0.30025,
+        "nauc_precision_at_100_max": -0.016178,
+        "nauc_precision_at_100_std": 0.065184,
+        "nauc_precision_at_100_diff1": -0.07762,
+        "nauc_precision_at_1000_max": -0.135506,
+        "nauc_precision_at_1000_std": -0.007973,
+        "nauc_precision_at_1000_diff1": -0.048812,
         "nauc_mrr_at_1_max": 0.053738,
         "nauc_mrr_at_1_std": -0.166539,
         "nauc_mrr_at_1_diff1": 0.052678,
+        "nauc_mrr_at_3_max": 0.152405,
+        "nauc_mrr_at_3_std": -0.138597,
+        "nauc_mrr_at_3_diff1": 0.085345,
+        "nauc_mrr_at_5_max": 0.131489,
+        "nauc_mrr_at_5_std": -0.105596,
+        "nauc_mrr_at_5_diff1": 0.068681,
+        "nauc_mrr_at_10_max": 0.148757,
+        "nauc_mrr_at_10_std": -0.090298,
+        "nauc_mrr_at_10_diff1": 0.064135,
+        "nauc_mrr_at_20_max": 0.139964,
+        "nauc_mrr_at_20_std": -0.101184,
+        "nauc_mrr_at_20_diff1": 0.057031,
+        "nauc_mrr_at_100_max": 0.137759,
+        "nauc_mrr_at_100_std": -0.10338,
+        "nauc_mrr_at_100_diff1": 0.058965,
+        "nauc_mrr_at_1000_max": 0.137834,
+        "nauc_mrr_at_1000_std": -0.103271,
+        "nauc_mrr_at_1000_diff1": 0.058963,
+        "main_score": 0.48678,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 7.754348278045654,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoQuoraRetrieval.json CHANGED Viewed

@@ -1,96 +1,96 @@
 {
   "dataset_revision": "2ab2d73e6c862026282808b913a34f4136928545",
   "task_name": "NanoQuoraRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.72,
-        "ndcg_at_3": 0.83095,
-        "ndcg_at_5": 0.86453,
-        "ndcg_at_10": 0.87165,
-        "ndcg_at_20": 0.87165,
-        "ndcg_at_100": 0.87165,
-        "ndcg_at_1000": 0.87165,
-        "map_at_1": 0.72,
-        "map_at_3": 0.80667,
-        "map_at_5": 0.82567,
-        "map_at_10": 0.829,
-        "map_at_20": 0.829,
-        "map_at_100": 0.829,
-        "map_at_1000": 0.829,
-        "recall_at_1": 0.72,
-        "recall_at_3": 0.9,
         "recall_at_5": 0.98,
         "recall_at_10": 1.0,
         "recall_at_20": 1.0,
         "recall_at_100": 1.0,
         "recall_at_1000": 1.0,
-        "precision_at_1": 0.72,
-        "precision_at_3": 0.3,
-        "precision_at_5": 0.196,
-        "precision_at_10": 0.1,
-        "precision_at_20": 0.05,
-        "precision_at_100": 0.01,
-        "precision_at_1000": 0.001,
-        "mrr_at_1": 0.72,
-        "mrr_at_3": 0.806667,
-        "mrr_at_5": 0.825667,
-        "mrr_at_10": 0.829,
-        "mrr_at_20": 0.829,
-        "mrr_at_100": 0.829,
-        "mrr_at_1000": 0.829,
-        "nauc_ndcg_at_1_max": 0.406288,
-        "nauc_ndcg_at_1_std": -0.353289,
-        "nauc_ndcg_at_1_diff1": 0.70551,
-        "nauc_ndcg_at_3_max": 0.339999,
-        "nauc_ndcg_at_3_std": -0.364726,
-        "nauc_ndcg_at_3_diff1": 0.576534,
-        "nauc_ndcg_at_5_max": 0.369994,
-        "nauc_ndcg_at_5_std": -0.363565,
-        "nauc_ndcg_at_5_diff1": 0.560183,
-        "nauc_ndcg_at_10_max": 0.385311,
-        "nauc_ndcg_at_10_std": -0.351177,
-        "nauc_ndcg_at_10_diff1": 0.629805,
-        "nauc_ndcg_at_20_max": 0.385311,
-        "nauc_ndcg_at_20_std": -0.351177,
-        "nauc_ndcg_at_20_diff1": 0.629805,
-        "nauc_ndcg_at_100_max": 0.385311,
-        "nauc_ndcg_at_100_std": -0.351177,
-        "nauc_ndcg_at_100_diff1": 0.629805,
-        "nauc_ndcg_at_1000_max": 0.385311,
-        "nauc_ndcg_at_1000_std": -0.351177,
-        "nauc_ndcg_at_1000_diff1": 0.629805,
-        "nauc_map_at_1_max": 0.406288,
-        "nauc_map_at_1_std": -0.353289,
-        "nauc_map_at_1_diff1": 0.70551,
-        "nauc_map_at_3_max": 0.364264,
-        "nauc_map_at_3_std": -0.351957,
-        "nauc_map_at_3_diff1": 0.612879,
-        "nauc_map_at_5_max": 0.381495,
-        "nauc_map_at_5_std": -0.354201,
-        "nauc_map_at_5_diff1": 0.610339,
-        "nauc_map_at_10_max": 0.387134,
-        "nauc_map_at_10_std": -0.349639,
-        "nauc_map_at_10_diff1": 0.635927,
-        "nauc_map_at_20_max": 0.387134,
-        "nauc_map_at_20_std": -0.349639,
-        "nauc_map_at_20_diff1": 0.635927,
-        "nauc_map_at_100_max": 0.387134,
-        "nauc_map_at_100_std": -0.349639,
-        "nauc_map_at_100_diff1": 0.635927,
-        "nauc_map_at_1000_max": 0.387134,
-        "nauc_map_at_1000_std": -0.349639,
-        "nauc_map_at_1000_diff1": 0.635927,
-        "nauc_recall_at_1_max": 0.406288,
-        "nauc_recall_at_1_std": -0.353289,
-        "nauc_recall_at_1_diff1": 0.70551,
-        "nauc_recall_at_3_max": 0.215873,
-        "nauc_recall_at_3_std": -0.435761,
-        "nauc_recall_at_3_diff1": 0.397852,
-        "nauc_recall_at_5_max": 0.122782,
-        "nauc_recall_at_5_std": -0.563492,
-        "nauc_recall_at_5_diff1": -0.563492,
         "nauc_recall_at_10_max": NaN,
         "nauc_recall_at_10_std": NaN,
         "nauc_recall_at_10_diff1": NaN,
@@ -103,49 +103,49 @@
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
-        "nauc_precision_at_1_max": 0.406288,
-        "nauc_precision_at_1_std": -0.353289,
-        "nauc_precision_at_1_diff1": 0.70551,
-        "nauc_precision_at_3_max": 0.215873,
-        "nauc_precision_at_3_std": -0.435761,
-        "nauc_precision_at_3_diff1": 0.397852,
-        "nauc_precision_at_5_max": 0.122782,
-        "nauc_precision_at_5_std": -0.563492,
-        "nauc_precision_at_5_diff1": -0.563492,
-        "nauc_precision_at_10_max": 1.0,
-        "nauc_precision_at_10_std": 1.0,
-        "nauc_precision_at_10_diff1": 1.0,
-        "nauc_precision_at_20_max": 1.0,
-        "nauc_precision_at_20_std": 1.0,
-        "nauc_precision_at_20_diff1": 1.0,
-        "nauc_precision_at_100_max": 1.0,
-        "nauc_precision_at_100_std": 1.0,
-        "nauc_precision_at_100_diff1": 1.0,
-        "nauc_precision_at_1000_max": NaN,
-        "nauc_precision_at_1000_std": NaN,
-        "nauc_precision_at_1000_diff1": NaN,
-        "nauc_mrr_at_1_max": 0.406288,
-        "nauc_mrr_at_1_std": -0.353289,
-        "nauc_mrr_at_1_diff1": 0.70551,
-        "nauc_mrr_at_3_max": 0.364264,
-        "nauc_mrr_at_3_std": -0.351957,
-        "nauc_mrr_at_3_diff1": 0.612879,
-        "nauc_mrr_at_5_max": 0.381495,
-        "nauc_mrr_at_5_std": -0.354201,
-        "nauc_mrr_at_5_diff1": 0.610339,
-        "nauc_mrr_at_10_max": 0.387134,
-        "nauc_mrr_at_10_std": -0.349639,
-        "nauc_mrr_at_10_diff1": 0.635927,
-        "nauc_mrr_at_20_max": 0.387134,
-        "nauc_mrr_at_20_std": -0.349639,
-        "nauc_mrr_at_20_diff1": 0.635927,
-        "nauc_mrr_at_100_max": 0.387134,
-        "nauc_mrr_at_100_std": -0.349639,
-        "nauc_mrr_at_100_diff1": 0.635927,
-        "nauc_mrr_at_1000_max": 0.387134,
-        "nauc_mrr_at_1000_std": -0.349639,
-        "nauc_mrr_at_1000_diff1": 0.635927,
-        "main_score": 0.87165,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 6.213589906692505,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "2ab2d73e6c862026282808b913a34f4136928545",
   "task_name": "NanoQuoraRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.86,
+        "ndcg_at_3": 0.91434,
+        "ndcg_at_5": 0.9283,
+        "ndcg_at_10": 0.93699,
+        "ndcg_at_20": 0.93699,
+        "ndcg_at_100": 0.93699,
+        "ndcg_at_1000": 0.93699,
+        "map_at_1": 0.74733,
+        "map_at_3": 0.877,
+        "map_at_5": 0.90017,
+        "map_at_10": 0.91052,
+        "map_at_20": 0.91052,
+        "map_at_100": 0.91052,
+        "map_at_1000": 0.91052,
+        "recall_at_1": 0.74733,
+        "recall_at_3": 0.93867,
         "recall_at_5": 0.98,
         "recall_at_10": 1.0,
         "recall_at_20": 1.0,
         "recall_at_100": 1.0,
         "recall_at_1000": 1.0,
+        "precision_at_1": 0.86,
+        "precision_at_3": 0.4,
+        "precision_at_5": 0.264,
+        "precision_at_10": 0.14,
+        "precision_at_20": 0.07,
+        "precision_at_100": 0.014,
+        "precision_at_1000": 0.0014,
+        "mrr_at_1": 0.86,
+        "mrr_at_3": 0.916667,
+        "mrr_at_5": 0.921667,
+        "mrr_at_10": 0.921667,
+        "mrr_at_20": 0.921667,
+        "mrr_at_100": 0.921667,
+        "mrr_at_1000": 0.921667,
+        "nauc_ndcg_at_1_max": 0.816752,
+        "nauc_ndcg_at_1_std": -0.0636,
+        "nauc_ndcg_at_1_diff1": 0.863517,
+        "nauc_ndcg_at_3_max": 0.757895,
+        "nauc_ndcg_at_3_std": -0.009822,
+        "nauc_ndcg_at_3_diff1": 0.63356,
+        "nauc_ndcg_at_5_max": 0.735597,
+        "nauc_ndcg_at_5_std": -0.102269,
+        "nauc_ndcg_at_5_diff1": 0.618939,
+        "nauc_ndcg_at_10_max": 0.797964,
+        "nauc_ndcg_at_10_std": 0.011562,
+        "nauc_ndcg_at_10_diff1": 0.730847,
+        "nauc_ndcg_at_20_max": 0.797964,
+        "nauc_ndcg_at_20_std": 0.011562,
+        "nauc_ndcg_at_20_diff1": 0.730847,
+        "nauc_ndcg_at_100_max": 0.797964,
+        "nauc_ndcg_at_100_std": 0.011562,
+        "nauc_ndcg_at_100_diff1": 0.730847,
+        "nauc_ndcg_at_1000_max": 0.797964,
+        "nauc_ndcg_at_1000_std": 0.011562,
+        "nauc_ndcg_at_1000_diff1": 0.730847,
+        "nauc_map_at_1_max": 0.51823,
+        "nauc_map_at_1_std": -0.259628,
+        "nauc_map_at_1_diff1": 0.79535,
+        "nauc_map_at_3_max": 0.619336,
+        "nauc_map_at_3_std": -0.235138,
+        "nauc_map_at_3_diff1": 0.653235,
+        "nauc_map_at_5_max": 0.736578,
+        "nauc_map_at_5_std": -0.160692,
+        "nauc_map_at_5_diff1": 0.639313,
+        "nauc_map_at_10_max": 0.774634,
+        "nauc_map_at_10_std": -0.032494,
+        "nauc_map_at_10_diff1": 0.693475,
+        "nauc_map_at_20_max": 0.774634,
+        "nauc_map_at_20_std": -0.032494,
+        "nauc_map_at_20_diff1": 0.693475,
+        "nauc_map_at_100_max": 0.774634,
+        "nauc_map_at_100_std": -0.032494,
+        "nauc_map_at_100_diff1": 0.693475,
+        "nauc_map_at_1000_max": 0.774634,
+        "nauc_map_at_1000_std": -0.032494,
+        "nauc_map_at_1000_diff1": 0.693475,
+        "nauc_recall_at_1_max": 0.51823,
+        "nauc_recall_at_1_std": -0.259628,
+        "nauc_recall_at_1_diff1": 0.79535,
+        "nauc_recall_at_3_max": 0.383256,
+        "nauc_recall_at_3_std": -0.355235,
+        "nauc_recall_at_3_diff1": 0.402529,
+        "nauc_recall_at_5_max": 0.266573,
+        "nauc_recall_at_5_std": -0.955649,
+        "nauc_recall_at_5_diff1": -0.134921,
         "nauc_recall_at_10_max": NaN,
         "nauc_recall_at_10_std": NaN,
         "nauc_recall_at_10_diff1": NaN,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
+        "nauc_precision_at_1_max": 0.816752,
+        "nauc_precision_at_1_std": -0.0636,
+        "nauc_precision_at_1_diff1": 0.863517,
+        "nauc_precision_at_3_max": 0.049581,
+        "nauc_precision_at_3_std": 0.321216,
+        "nauc_precision_at_3_diff1": -0.405286,
+        "nauc_precision_at_5_max": 0.020516,
+        "nauc_precision_at_5_std": 0.401011,
+        "nauc_precision_at_5_diff1": -0.433085,
+        "nauc_precision_at_10_max": -0.026084,
+        "nauc_precision_at_10_std": 0.465416,
+        "nauc_precision_at_10_diff1": -0.356433,
+        "nauc_precision_at_20_max": -0.026084,
+        "nauc_precision_at_20_std": 0.465416,
+        "nauc_precision_at_20_diff1": -0.356433,
+        "nauc_precision_at_100_max": -0.026084,
+        "nauc_precision_at_100_std": 0.465416,
+        "nauc_precision_at_100_diff1": -0.356433,
+        "nauc_precision_at_1000_max": -0.026084,
+        "nauc_precision_at_1000_std": 0.465416,
+        "nauc_precision_at_1000_diff1": -0.356433,
+        "nauc_mrr_at_1_max": 0.816752,
+        "nauc_mrr_at_1_std": -0.0636,
+        "nauc_mrr_at_1_diff1": 0.863517,
+        "nauc_mrr_at_3_max": 0.847021,
+        "nauc_mrr_at_3_std": 0.077675,
+        "nauc_mrr_at_3_diff1": 0.82514,
+        "nauc_mrr_at_5_max": 0.83692,
+        "nauc_mrr_at_5_std": 0.035113,
+        "nauc_mrr_at_5_diff1": 0.831936,
+        "nauc_mrr_at_10_max": 0.83692,
+        "nauc_mrr_at_10_std": 0.035113,
+        "nauc_mrr_at_10_diff1": 0.831936,
+        "nauc_mrr_at_20_max": 0.83692,
+        "nauc_mrr_at_20_std": 0.035113,
+        "nauc_mrr_at_20_diff1": 0.831936,
+        "nauc_mrr_at_100_max": 0.83692,
+        "nauc_mrr_at_100_std": 0.035113,
+        "nauc_mrr_at_100_diff1": 0.831936,
+        "nauc_mrr_at_1000_max": 0.83692,
+        "nauc_mrr_at_1000_std": 0.035113,
+        "nauc_mrr_at_1000_diff1": 0.831936,
+        "main_score": 0.93699,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 1.9892289638519287,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoSCIDOCSRetrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "484eb90549fc3f0b9c42b3551e80ceb999515537",
   "task_name": "NanoSCIDOCSRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.1,
-        "ndcg_at_3": 0.15262,
-        "ndcg_at_5": 0.16809,
-        "ndcg_at_10": 0.20532,
-        "ndcg_at_20": 0.22496,
-        "ndcg_at_100": 0.2658,
-        "ndcg_at_1000": 0.29124,
-        "map_at_1": 0.1,
-        "map_at_3": 0.13667,
-        "map_at_5": 0.14467,
-        "map_at_10": 0.1591,
-        "map_at_20": 0.16417,
-        "map_at_100": 0.16986,
-        "map_at_1000": 0.1708,
-        "recall_at_1": 0.1,
-        "recall_at_3": 0.2,
-        "recall_at_5": 0.24,
-        "recall_at_10": 0.36,
-        "recall_at_20": 0.44,
-        "recall_at_100": 0.66,
-        "recall_at_1000": 0.86,
-        "precision_at_1": 0.1,
-        "precision_at_3": 0.06667,
-        "precision_at_5": 0.048,
-        "precision_at_10": 0.036,
-        "precision_at_20": 0.022,
-        "precision_at_100": 0.0066,
-        "precision_at_1000": 0.00086,
-        "mrr_at_1": 0.1,
-        "mrr_at_3": 0.136667,
-        "mrr_at_5": 0.144667,
-        "mrr_at_10": 0.159103,
-        "mrr_at_20": 0.164171,
-        "mrr_at_100": 0.169858,
-        "mrr_at_1000": 0.1708,
-        "nauc_ndcg_at_1_max": -0.001986,
-        "nauc_ndcg_at_1_std": -0.177945,
-        "nauc_ndcg_at_1_diff1": -0.272981,
-        "nauc_ndcg_at_3_max": 0.074706,
-        "nauc_ndcg_at_3_std": -0.12953,
-        "nauc_ndcg_at_3_diff1": -0.194444,
-        "nauc_ndcg_at_5_max": 0.037678,
-        "nauc_ndcg_at_5_std": -0.174307,
-        "nauc_ndcg_at_5_diff1": -0.095525,
-        "nauc_ndcg_at_10_max": 0.054934,
-        "nauc_ndcg_at_10_std": -0.209799,
-        "nauc_ndcg_at_10_diff1": 0.014025,
-        "nauc_ndcg_at_20_max": 0.078612,
-        "nauc_ndcg_at_20_std": -0.122697,
-        "nauc_ndcg_at_20_diff1": 0.013709,
-        "nauc_ndcg_at_100_max": 0.085172,
-        "nauc_ndcg_at_100_std": -0.097915,
-        "nauc_ndcg_at_100_diff1": -0.014231,
-        "nauc_ndcg_at_1000_max": 0.085678,
-        "nauc_ndcg_at_1000_std": -0.105558,
-        "nauc_ndcg_at_1000_diff1": -0.013869,
-        "nauc_map_at_1_max": -0.001986,
-        "nauc_map_at_1_std": -0.177945,
-        "nauc_map_at_1_diff1": -0.272981,
-        "nauc_map_at_3_max": 0.057641,
-        "nauc_map_at_3_std": -0.132964,
-        "nauc_map_at_3_diff1": -0.205409,
-        "nauc_map_at_5_max": 0.036887,
-        "nauc_map_at_5_std": -0.158412,
-        "nauc_map_at_5_diff1": -0.148813,
-        "nauc_map_at_10_max": 0.044478,
-        "nauc_map_at_10_std": -0.173699,
-        "nauc_map_at_10_diff1": -0.095754,
-        "nauc_map_at_20_max": 0.050476,
-        "nauc_map_at_20_std": -0.148746,
-        "nauc_map_at_20_diff1": -0.096155,
-        "nauc_map_at_100_max": 0.050554,
-        "nauc_map_at_100_std": -0.145864,
-        "nauc_map_at_100_diff1": -0.099268,
-        "nauc_map_at_1000_max": 0.049835,
-        "nauc_map_at_1000_std": -0.146411,
-        "nauc_map_at_1000_diff1": -0.099157,
-        "nauc_recall_at_1_max": -0.001986,
-        "nauc_recall_at_1_std": -0.177945,
-        "nauc_recall_at_1_diff1": -0.272981,
-        "nauc_recall_at_3_max": 0.112205,
-        "nauc_recall_at_3_std": -0.123959,
-        "nauc_recall_at_3_diff1": -0.172102,
-        "nauc_recall_at_5_max": 0.034777,
-        "nauc_recall_at_5_std": -0.214714,
-        "nauc_recall_at_5_diff1": 0.025881,
-        "nauc_recall_at_10_max": 0.075316,
-        "nauc_recall_at_10_std": -0.295518,
-        "nauc_recall_at_10_diff1": 0.253976,
-        "nauc_recall_at_20_max": 0.149397,
-        "nauc_recall_at_20_std": -0.036357,
-        "nauc_recall_at_20_diff1": 0.253641,
-        "nauc_recall_at_100_max": 0.201036,
-        "nauc_recall_at_100_std": 0.103156,
-        "nauc_recall_at_100_diff1": 0.171164,
-        "nauc_recall_at_1000_max": 0.393931,
-        "nauc_recall_at_1000_std": 0.224955,
-        "nauc_recall_at_1000_diff1": 0.346127,
-        "nauc_precision_at_1_max": -0.001986,
-        "nauc_precision_at_1_std": -0.177945,
-        "nauc_precision_at_1_diff1": -0.272981,
-        "nauc_precision_at_3_max": 0.112205,
-        "nauc_precision_at_3_std": -0.123959,
-        "nauc_precision_at_3_diff1": -0.172102,
-        "nauc_precision_at_5_max": 0.034777,
-        "nauc_precision_at_5_std": -0.214714,
-        "nauc_precision_at_5_diff1": 0.025881,
-        "nauc_precision_at_10_max": 0.075316,
-        "nauc_precision_at_10_std": -0.295518,
-        "nauc_precision_at_10_diff1": 0.253976,
-        "nauc_precision_at_20_max": 0.149397,
-        "nauc_precision_at_20_std": -0.036357,
-        "nauc_precision_at_20_diff1": 0.253641,
-        "nauc_precision_at_100_max": 0.201036,
-        "nauc_precision_at_100_std": 0.103156,
-        "nauc_precision_at_100_diff1": 0.171164,
-        "nauc_precision_at_1000_max": 0.393931,
-        "nauc_precision_at_1000_std": 0.224955,
-        "nauc_precision_at_1000_diff1": 0.346127,
-        "nauc_mrr_at_1_max": -0.001986,
-        "nauc_mrr_at_1_std": -0.177945,
-        "nauc_mrr_at_1_diff1": -0.272981,
-        "nauc_mrr_at_3_max": 0.057641,
-        "nauc_mrr_at_3_std": -0.132964,
-        "nauc_mrr_at_3_diff1": -0.205409,
-        "nauc_mrr_at_5_max": 0.036887,
-        "nauc_mrr_at_5_std": -0.158412,
-        "nauc_mrr_at_5_diff1": -0.148813,
-        "nauc_mrr_at_10_max": 0.044478,
-        "nauc_mrr_at_10_std": -0.173699,
-        "nauc_mrr_at_10_diff1": -0.095754,
-        "nauc_mrr_at_20_max": 0.050476,
-        "nauc_mrr_at_20_std": -0.148746,
-        "nauc_mrr_at_20_diff1": -0.096155,
-        "nauc_mrr_at_100_max": 0.050554,
-        "nauc_mrr_at_100_std": -0.145864,
-        "nauc_mrr_at_100_diff1": -0.099268,
-        "nauc_mrr_at_1000_max": 0.049835,
-        "nauc_mrr_at_1000_std": -0.146411,
-        "nauc_mrr_at_1000_diff1": -0.099157,
-        "main_score": 0.20532,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 11.599845170974731,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "484eb90549fc3f0b9c42b3551e80ceb999515537",
   "task_name": "NanoSCIDOCSRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.3,
+        "ndcg_at_3": 0.30715,
+        "ndcg_at_5": 0.25821,
+        "ndcg_at_10": 0.30156,
+        "ndcg_at_20": 0.34868,
+        "ndcg_at_100": 0.41871,
+        "ndcg_at_1000": 0.46983,
+        "map_at_1": 0.06367,
+        "map_at_3": 0.14633,
+        "map_at_5": 0.16943,
+        "map_at_10": 0.19391,
+        "map_at_20": 0.21528,
+        "map_at_100": 0.23125,
+        "map_at_1000": 0.23482,
+        "recall_at_1": 0.06367,
+        "recall_at_3": 0.19067,
+        "recall_at_5": 0.23567,
+        "recall_at_10": 0.31667,
+        "recall_at_20": 0.42667,
+        "recall_at_100": 0.65567,
+        "recall_at_1000": 0.90533,
+        "precision_at_1": 0.3,
+        "precision_at_3": 0.30667,
+        "precision_at_5": 0.228,
+        "precision_at_10": 0.154,
+        "precision_at_20": 0.104,
+        "precision_at_100": 0.032,
+        "precision_at_1000": 0.00442,
+        "mrr_at_1": 0.3,
+        "mrr_at_3": 0.446667,
+        "mrr_at_5": 0.454667,
+        "mrr_at_10": 0.465833,
+        "mrr_at_20": 0.471326,
+        "mrr_at_100": 0.474851,
+        "mrr_at_1000": 0.474986,
+        "nauc_ndcg_at_1_max": -0.011701,
+        "nauc_ndcg_at_1_std": -0.282908,
+        "nauc_ndcg_at_1_diff1": -0.189461,
+        "nauc_ndcg_at_3_max": -0.08932,
+        "nauc_ndcg_at_3_std": -0.277791,
+        "nauc_ndcg_at_3_diff1": -0.172831,
+        "nauc_ndcg_at_5_max": -0.076585,
+        "nauc_ndcg_at_5_std": -0.317635,
+        "nauc_ndcg_at_5_diff1": -0.169921,
+        "nauc_ndcg_at_10_max": 0.005746,
+        "nauc_ndcg_at_10_std": -0.304155,
+        "nauc_ndcg_at_10_diff1": -0.122112,
+        "nauc_ndcg_at_20_max": 0.02189,
+        "nauc_ndcg_at_20_std": -0.241514,
+        "nauc_ndcg_at_20_diff1": -0.090346,
+        "nauc_ndcg_at_100_max": 0.06545,
+        "nauc_ndcg_at_100_std": -0.157073,
+        "nauc_ndcg_at_100_diff1": -0.126407,
+        "nauc_ndcg_at_1000_max": 0.022516,
+        "nauc_ndcg_at_1000_std": -0.188533,
+        "nauc_ndcg_at_1000_diff1": -0.103297,
+        "nauc_map_at_1_max": -0.014227,
+        "nauc_map_at_1_std": -0.299274,
+        "nauc_map_at_1_diff1": -0.21221,
+        "nauc_map_at_3_max": -0.05807,
+        "nauc_map_at_3_std": -0.222939,
+        "nauc_map_at_3_diff1": -0.142932,
+        "nauc_map_at_5_max": -0.024082,
+        "nauc_map_at_5_std": -0.223525,
+        "nauc_map_at_5_diff1": -0.127818,
+        "nauc_map_at_10_max": 0.031942,
+        "nauc_map_at_10_std": -0.231283,
+        "nauc_map_at_10_diff1": -0.094869,
+        "nauc_map_at_20_max": 0.031144,
+        "nauc_map_at_20_std": -0.207956,
+        "nauc_map_at_20_diff1": -0.08148,
+        "nauc_map_at_100_max": 0.038044,
+        "nauc_map_at_100_std": -0.187815,
+        "nauc_map_at_100_diff1": -0.089583,
+        "nauc_map_at_1000_max": 0.037028,
+        "nauc_map_at_1000_std": -0.186707,
+        "nauc_map_at_1000_diff1": -0.088069,
+        "nauc_recall_at_1_max": -0.014227,
+        "nauc_recall_at_1_std": -0.299274,
+        "nauc_recall_at_1_diff1": -0.21221,
+        "nauc_recall_at_3_max": -0.125251,
+        "nauc_recall_at_3_std": -0.299077,
+        "nauc_recall_at_3_diff1": -0.166921,
+        "nauc_recall_at_5_max": -0.094315,
+        "nauc_recall_at_5_std": -0.33758,
+        "nauc_recall_at_5_diff1": -0.145551,
+        "nauc_recall_at_10_max": 0.056027,
+        "nauc_recall_at_10_std": -0.295393,
+        "nauc_recall_at_10_diff1": -0.047828,
+        "nauc_recall_at_20_max": 0.093495,
+        "nauc_recall_at_20_std": -0.123716,
+        "nauc_recall_at_20_diff1": 0.023691,
+        "nauc_recall_at_100_max": 0.237272,
+        "nauc_recall_at_100_std": 0.196193,
+        "nauc_recall_at_100_diff1": -0.070115,
+        "nauc_recall_at_1000_max": 0.02106,
+        "nauc_recall_at_1000_std": 0.312451,
+        "nauc_recall_at_1000_diff1": 0.219263,
+        "nauc_precision_at_1_max": -0.011701,
+        "nauc_precision_at_1_std": -0.282908,
+        "nauc_precision_at_1_diff1": -0.189461,
+        "nauc_precision_at_3_max": -0.122717,
+        "nauc_precision_at_3_std": -0.278649,
+        "nauc_precision_at_3_diff1": -0.159028,
+        "nauc_precision_at_5_max": -0.087075,
+        "nauc_precision_at_5_std": -0.316223,
+        "nauc_precision_at_5_diff1": -0.13229,
+        "nauc_precision_at_10_max": 0.069226,
+        "nauc_precision_at_10_std": -0.269853,
+        "nauc_precision_at_10_diff1": -0.037309,
+        "nauc_precision_at_20_max": 0.102328,
+        "nauc_precision_at_20_std": -0.098443,
+        "nauc_precision_at_20_diff1": 0.030486,
+        "nauc_precision_at_100_max": 0.271476,
+        "nauc_precision_at_100_std": 0.246482,
+        "nauc_precision_at_100_diff1": -0.0564,
+        "nauc_precision_at_1000_max": 0.062577,
+        "nauc_precision_at_1000_std": 0.39072,
+        "nauc_precision_at_1000_diff1": 0.222439,
+        "nauc_mrr_at_1_max": -0.011701,
+        "nauc_mrr_at_1_std": -0.282908,
+        "nauc_mrr_at_1_diff1": -0.189461,
+        "nauc_mrr_at_3_max": -0.094473,
+        "nauc_mrr_at_3_std": -0.394181,
+        "nauc_mrr_at_3_diff1": -0.236793,
+        "nauc_mrr_at_5_max": -0.098069,
+        "nauc_mrr_at_5_std": -0.417135,
+        "nauc_mrr_at_5_diff1": -0.234731,
+        "nauc_mrr_at_10_max": -0.073186,
+        "nauc_mrr_at_10_std": -0.383622,
+        "nauc_mrr_at_10_diff1": -0.235196,
+        "nauc_mrr_at_20_max": -0.06725,
+        "nauc_mrr_at_20_std": -0.372435,
+        "nauc_mrr_at_20_diff1": -0.231641,
+        "nauc_mrr_at_100_max": -0.067572,
+        "nauc_mrr_at_100_std": -0.373608,
+        "nauc_mrr_at_100_diff1": -0.229436,
+        "nauc_mrr_at_1000_max": -0.067981,
+        "nauc_mrr_at_1000_std": -0.373697,
+        "nauc_mrr_at_1000_diff1": -0.22929,
+        "main_score": 0.30156,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 4.05709433555603,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoSciFactRetrieval.json CHANGED Viewed

@@ -1,96 +1,96 @@
 {
   "dataset_revision": "309f1d1ae3ae2e092444a8a0c25bed59b82318bc",
   "task_name": "NanoSciFactRetrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.32,
-        "ndcg_at_3": 0.36524,
-        "ndcg_at_5": 0.40568,
-        "ndcg_at_10": 0.43729,
-        "ndcg_at_20": 0.45839,
-        "ndcg_at_100": 0.48524,
-        "ndcg_at_1000": 0.50655,
-        "map_at_1": 0.32,
-        "map_at_3": 0.35333,
-        "map_at_5": 0.37533,
-        "map_at_10": 0.38797,
-        "map_at_20": 0.39423,
-        "map_at_100": 0.39834,
-        "map_at_1000": 0.3989,
-        "recall_at_1": 0.32,
-        "recall_at_3": 0.4,
-        "recall_at_5": 0.5,
         "recall_at_10": 0.6,
         "recall_at_20": 0.68,
         "recall_at_100": 0.82,
         "recall_at_1000": 1.0,
-        "precision_at_1": 0.32,
-        "precision_at_3": 0.13333,
-        "precision_at_5": 0.1,
-        "precision_at_10": 0.06,
-        "precision_at_20": 0.034,
-        "precision_at_100": 0.0082,
-        "precision_at_1000": 0.001,
-        "mrr_at_1": 0.32,
-        "mrr_at_3": 0.353333,
-        "mrr_at_5": 0.375333,
-        "mrr_at_10": 0.387968,
-        "mrr_at_20": 0.394231,
-        "mrr_at_100": 0.398342,
-        "mrr_at_1000": 0.398902,
-        "nauc_ndcg_at_1_max": 0.149791,
-        "nauc_ndcg_at_1_std": 0.11728,
-        "nauc_ndcg_at_1_diff1": 0.323317,
-        "nauc_ndcg_at_3_max": 0.191366,
-        "nauc_ndcg_at_3_std": 0.183906,
-        "nauc_ndcg_at_3_diff1": 0.29881,
-        "nauc_ndcg_at_5_max": 0.186264,
-        "nauc_ndcg_at_5_std": 0.233295,
-        "nauc_ndcg_at_5_diff1": 0.289028,
-        "nauc_ndcg_at_10_max": 0.213227,
-        "nauc_ndcg_at_10_std": 0.258877,
-        "nauc_ndcg_at_10_diff1": 0.269724,
-        "nauc_ndcg_at_20_max": 0.193084,
-        "nauc_ndcg_at_20_std": 0.263745,
-        "nauc_ndcg_at_20_diff1": 0.272704,
-        "nauc_ndcg_at_100_max": 0.14368,
-        "nauc_ndcg_at_100_std": 0.213752,
-        "nauc_ndcg_at_100_diff1": 0.245607,
-        "nauc_ndcg_at_1000_max": 0.168476,
-        "nauc_ndcg_at_1000_std": 0.21588,
-        "nauc_ndcg_at_1000_diff1": 0.273786,
-        "nauc_map_at_1_max": 0.149791,
-        "nauc_map_at_1_std": 0.11728,
-        "nauc_map_at_1_diff1": 0.323317,
-        "nauc_map_at_3_max": 0.18099,
-        "nauc_map_at_3_std": 0.163746,
-        "nauc_map_at_3_diff1": 0.310287,
-        "nauc_map_at_5_max": 0.177752,
-        "nauc_map_at_5_std": 0.190329,
-        "nauc_map_at_5_diff1": 0.305145,
-        "nauc_map_at_10_max": 0.187315,
-        "nauc_map_at_10_std": 0.198526,
-        "nauc_map_at_10_diff1": 0.298985,
-        "nauc_map_at_20_max": 0.182073,
-        "nauc_map_at_20_std": 0.199863,
-        "nauc_map_at_20_diff1": 0.300929,
-        "nauc_map_at_100_max": 0.175277,
-        "nauc_map_at_100_std": 0.192673,
-        "nauc_map_at_100_diff1": 0.297345,
-        "nauc_map_at_1000_max": 0.175714,
-        "nauc_map_at_1000_std": 0.192872,
-        "nauc_map_at_1000_diff1": 0.297884,
-        "nauc_recall_at_1_max": 0.149791,
-        "nauc_recall_at_1_std": 0.11728,
-        "nauc_recall_at_1_diff1": 0.323317,
-        "nauc_recall_at_3_max": 0.220855,
-        "nauc_recall_at_3_std": 0.242559,
-        "nauc_recall_at_3_diff1": 0.264135,
-        "nauc_recall_at_5_max": 0.210819,
-        "nauc_recall_at_5_std": 0.367702,
-        "nauc_recall_at_5_diff1": 0.238268,
         "nauc_recall_at_10_max": 0.311012,
         "nauc_recall_at_10_std": 0.477738,
         "nauc_recall_at_10_diff1": 0.159365,
@@ -103,49 +103,49 @@
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
-        "nauc_precision_at_1_max": 0.149791,
-        "nauc_precision_at_1_std": 0.11728,
-        "nauc_precision_at_1_diff1": 0.323317,
-        "nauc_precision_at_3_max": 0.220855,
-        "nauc_precision_at_3_std": 0.242559,
-        "nauc_precision_at_3_diff1": 0.264135,
-        "nauc_precision_at_5_max": 0.210819,
-        "nauc_precision_at_5_std": 0.367702,
-        "nauc_precision_at_5_diff1": 0.238268,
-        "nauc_precision_at_10_max": 0.311012,
-        "nauc_precision_at_10_std": 0.477738,
-        "nauc_precision_at_10_diff1": 0.159365,
-        "nauc_precision_at_20_max": 0.227282,
-        "nauc_precision_at_20_std": 0.530544,
-        "nauc_precision_at_20_diff1": 0.147709,
-        "nauc_precision_at_100_max": -0.228604,
-        "nauc_precision_at_100_std": 0.204097,
-        "nauc_precision_at_100_diff1": -0.182344,
-        "nauc_precision_at_1000_max": NaN,
-        "nauc_precision_at_1000_std": NaN,
-        "nauc_precision_at_1000_diff1": NaN,
-        "nauc_mrr_at_1_max": 0.149791,
-        "nauc_mrr_at_1_std": 0.11728,
-        "nauc_mrr_at_1_diff1": 0.323317,
-        "nauc_mrr_at_3_max": 0.18099,
-        "nauc_mrr_at_3_std": 0.163746,
-        "nauc_mrr_at_3_diff1": 0.310287,
-        "nauc_mrr_at_5_max": 0.177752,
-        "nauc_mrr_at_5_std": 0.190329,
-        "nauc_mrr_at_5_diff1": 0.305145,
-        "nauc_mrr_at_10_max": 0.187315,
-        "nauc_mrr_at_10_std": 0.198526,
-        "nauc_mrr_at_10_diff1": 0.298985,
-        "nauc_mrr_at_20_max": 0.182073,
-        "nauc_mrr_at_20_std": 0.199863,
-        "nauc_mrr_at_20_diff1": 0.300929,
-        "nauc_mrr_at_100_max": 0.175277,
-        "nauc_mrr_at_100_std": 0.192673,
-        "nauc_mrr_at_100_diff1": 0.297345,
-        "nauc_mrr_at_1000_max": 0.175714,
-        "nauc_mrr_at_1000_std": 0.192872,
-        "nauc_mrr_at_1000_diff1": 0.297884,
-        "main_score": 0.43729,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 24.714490175247192,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "309f1d1ae3ae2e092444a8a0c25bed59b82318bc",
   "task_name": "NanoSciFactRetrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.36,
+        "ndcg_at_3": 0.38101,
+        "ndcg_at_5": 0.41476,
+        "ndcg_at_10": 0.45324,
+        "ndcg_at_20": 0.47434,
+        "ndcg_at_100": 0.50119,
+        "ndcg_at_1000": 0.5225,
+        "map_at_1": 0.325,
+        "map_at_3": 0.365,
+        "map_at_5": 0.387,
+        "map_at_10": 0.40583,
+        "map_at_20": 0.41209,
+        "map_at_100": 0.4162,
+        "map_at_1000": 0.41676,
+        "recall_at_1": 0.325,
+        "recall_at_3": 0.395,
+        "recall_at_5": 0.485,
         "recall_at_10": 0.6,
         "recall_at_20": 0.68,
         "recall_at_100": 0.82,
         "recall_at_1000": 1.0,
+        "precision_at_1": 0.36,
+        "precision_at_3": 0.16,
+        "precision_at_5": 0.116,
+        "precision_at_10": 0.072,
+        "precision_at_20": 0.04,
+        "precision_at_100": 0.0094,
+        "precision_at_1000": 0.00112,
+        "mrr_at_1": 0.36,
+        "mrr_at_3": 0.383333,
+        "mrr_at_5": 0.400333,
+        "mrr_at_10": 0.412968,
+        "mrr_at_20": 0.419231,
+        "mrr_at_100": 0.423342,
+        "mrr_at_1000": 0.423902,
+        "nauc_ndcg_at_1_max": 0.221277,
+        "nauc_ndcg_at_1_std": 0.205926,
+        "nauc_ndcg_at_1_diff1": 0.394767,
+        "nauc_ndcg_at_3_max": 0.208074,
+        "nauc_ndcg_at_3_std": 0.221754,
+        "nauc_ndcg_at_3_diff1": 0.329508,
+        "nauc_ndcg_at_5_max": 0.184285,
+        "nauc_ndcg_at_5_std": 0.24317,
+        "nauc_ndcg_at_5_diff1": 0.323466,
+        "nauc_ndcg_at_10_max": 0.238835,
+        "nauc_ndcg_at_10_std": 0.298974,
+        "nauc_ndcg_at_10_diff1": 0.295784,
+        "nauc_ndcg_at_20_max": 0.219737,
+        "nauc_ndcg_at_20_std": 0.305223,
+        "nauc_ndcg_at_20_diff1": 0.299663,
+        "nauc_ndcg_at_100_max": 0.172333,
+        "nauc_ndcg_at_100_std": 0.258142,
+        "nauc_ndcg_at_100_diff1": 0.274418,
+        "nauc_ndcg_at_1000_max": 0.198892,
+        "nauc_ndcg_at_1000_std": 0.263291,
+        "nauc_ndcg_at_1000_diff1": 0.304344,
+        "nauc_map_at_1_max": 0.112636,
+        "nauc_map_at_1_std": 0.113837,
+        "nauc_map_at_1_diff1": 0.367295,
+        "nauc_map_at_3_max": 0.182417,
+        "nauc_map_at_3_std": 0.176247,
+        "nauc_map_at_3_diff1": 0.356745,
+        "nauc_map_at_5_max": 0.178456,
+        "nauc_map_at_5_std": 0.202008,
+        "nauc_map_at_5_diff1": 0.350513,
+        "nauc_map_at_10_max": 0.213804,
+        "nauc_map_at_10_std": 0.235327,
+        "nauc_map_at_10_diff1": 0.337705,
+        "nauc_map_at_20_max": 0.208868,
+        "nauc_map_at_20_std": 0.237023,
+        "nauc_map_at_20_diff1": 0.340022,
+        "nauc_map_at_100_max": 0.202346,
+        "nauc_map_at_100_std": 0.230197,
+        "nauc_map_at_100_diff1": 0.336788,
+        "nauc_map_at_1000_max": 0.202821,
+        "nauc_map_at_1000_std": 0.23045,
+        "nauc_map_at_1000_diff1": 0.337383,
+        "nauc_recall_at_1_max": 0.112636,
+        "nauc_recall_at_1_std": 0.113837,
+        "nauc_recall_at_1_diff1": 0.367295,
+        "nauc_recall_at_3_max": 0.171629,
+        "nauc_recall_at_3_std": 0.229079,
+        "nauc_recall_at_3_diff1": 0.278789,
+        "nauc_recall_at_5_max": 0.152317,
+        "nauc_recall_at_5_std": 0.300028,
+        "nauc_recall_at_5_diff1": 0.25927,
         "nauc_recall_at_10_max": 0.311012,
         "nauc_recall_at_10_std": 0.477738,
         "nauc_recall_at_10_diff1": 0.159365,
         "nauc_recall_at_1000_max": NaN,
         "nauc_recall_at_1000_std": NaN,
         "nauc_recall_at_1000_diff1": NaN,
+        "nauc_precision_at_1_max": 0.221277,
+        "nauc_precision_at_1_std": 0.205926,
+        "nauc_precision_at_1_diff1": 0.394767,
+        "nauc_precision_at_3_max": 0.379155,
+        "nauc_precision_at_3_std": 0.358113,
+        "nauc_precision_at_3_diff1": 0.255095,
+        "nauc_precision_at_5_max": 0.347091,
+        "nauc_precision_at_5_std": 0.423321,
+        "nauc_precision_at_5_diff1": 0.216944,
+        "nauc_precision_at_10_max": 0.480982,
+        "nauc_precision_at_10_std": 0.547474,
+        "nauc_precision_at_10_diff1": 0.106919,
+        "nauc_precision_at_20_max": 0.449478,
+        "nauc_precision_at_20_std": 0.583717,
+        "nauc_precision_at_20_diff1": 0.09549,
+        "nauc_precision_at_100_max": 0.304319,
+        "nauc_precision_at_100_std": 0.451579,
+        "nauc_precision_at_100_diff1": -0.066313,
+        "nauc_precision_at_1000_max": 0.737054,
+        "nauc_precision_at_1000_std": 0.652536,
+        "nauc_precision_at_1000_diff1": 0.027904,
+        "nauc_mrr_at_1_max": 0.221277,
+        "nauc_mrr_at_1_std": 0.205926,
+        "nauc_mrr_at_1_diff1": 0.394767,
+        "nauc_mrr_at_3_max": 0.221144,
+        "nauc_mrr_at_3_std": 0.256109,
+        "nauc_mrr_at_3_diff1": 0.336141,
+        "nauc_mrr_at_5_max": 0.215456,
+        "nauc_mrr_at_5_std": 0.258213,
+        "nauc_mrr_at_5_diff1": 0.335703,
+        "nauc_mrr_at_10_max": 0.225401,
+        "nauc_mrr_at_10_std": 0.267196,
+        "nauc_mrr_at_10_diff1": 0.330004,
+        "nauc_mrr_at_20_max": 0.220597,
+        "nauc_mrr_at_20_std": 0.269204,
+        "nauc_mrr_at_20_diff1": 0.332236,
+        "nauc_mrr_at_100_max": 0.214192,
+        "nauc_mrr_at_100_std": 0.262665,
+        "nauc_mrr_at_100_diff1": 0.328949,
+        "nauc_mrr_at_1000_max": 0.214683,
+        "nauc_mrr_at_1000_std": 0.262966,
+        "nauc_mrr_at_1000_diff1": 0.32953,
+        "main_score": 0.45324,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 6.279995918273926,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/NanoTouche2020Retrieval.json CHANGED Viewed

@@ -1,151 +1,151 @@
 {
   "dataset_revision": "0d2f26ed8c5ad309f95c7f9499c70a40e140fccd",
   "task_name": "NanoTouche2020Retrieval",
-  "mteb_version": "1.23.2",
   "scores": {
     "train": [
       {
-        "ndcg_at_1": 0.02041,
-        "ndcg_at_3": 0.0741,
-        "ndcg_at_5": 0.09078,
-        "ndcg_at_10": 0.11707,
-        "ndcg_at_20": 0.13741,
-        "ndcg_at_100": 0.21275,
-        "ndcg_at_1000": 0.24598,
-        "map_at_1": 0.02041,
-        "map_at_3": 0.05782,
-        "map_at_5": 0.06701,
-        "map_at_10": 0.07778,
-        "map_at_20": 0.08319,
-        "map_at_100": 0.0933,
-        "map_at_1000": 0.09485,
-        "recall_at_1": 0.02041,
-        "recall_at_3": 0.12245,
-        "recall_at_5": 0.16327,
-        "recall_at_10": 0.2449,
-        "recall_at_20": 0.32653,
-        "recall_at_100": 0.73469,
-        "recall_at_1000": 0.97959,
-        "precision_at_1": 0.02041,
-        "precision_at_3": 0.04082,
-        "precision_at_5": 0.03265,
-        "precision_at_10": 0.02449,
-        "precision_at_20": 0.01633,
-        "precision_at_100": 0.00735,
-        "precision_at_1000": 0.00098,
-        "mrr_at_1": 0.020408,
-        "mrr_at_3": 0.057823,
-        "mrr_at_5": 0.067007,
-        "mrr_at_10": 0.077778,
-        "mrr_at_20": 0.083186,
-        "mrr_at_100": 0.093305,
-        "mrr_at_1000": 0.094846,
-        "nauc_ndcg_at_1_max": 0.661545,
-        "nauc_ndcg_at_1_std": 0.661545,
-        "nauc_ndcg_at_1_diff1": -0.423411,
-        "nauc_ndcg_at_3_max": -0.040083,
-        "nauc_ndcg_at_3_std": 0.076485,
-        "nauc_ndcg_at_3_diff1": -0.021382,
-        "nauc_ndcg_at_5_max": -0.02023,
-        "nauc_ndcg_at_5_std": 0.013653,
-        "nauc_ndcg_at_5_diff1": 0.005011,
-        "nauc_ndcg_at_10_max": -0.113179,
-        "nauc_ndcg_at_10_std": -0.122266,
-        "nauc_ndcg_at_10_diff1": 0.034532,
-        "nauc_ndcg_at_20_max": -0.054015,
-        "nauc_ndcg_at_20_std": -0.09012,
-        "nauc_ndcg_at_20_diff1": 0.015777,
-        "nauc_ndcg_at_100_max": -0.009311,
-        "nauc_ndcg_at_100_std": -0.098494,
-        "nauc_ndcg_at_100_diff1": 0.076057,
-        "nauc_ndcg_at_1000_max": -0.021781,
-        "nauc_ndcg_at_1000_std": -0.063397,
-        "nauc_ndcg_at_1000_diff1": 0.032799,
-        "nauc_map_at_1_max": 0.661545,
-        "nauc_map_at_1_std": 0.661545,
-        "nauc_map_at_1_diff1": -0.423411,
-        "nauc_map_at_3_max": 0.056482,
-        "nauc_map_at_3_std": 0.165241,
-        "nauc_map_at_3_diff1": -0.067174,
-        "nauc_map_at_5_max": 0.066802,
-        "nauc_map_at_5_std": 0.109115,
-        "nauc_map_at_5_diff1": -0.045084,
-        "nauc_map_at_10_max": 0.005711,
-        "nauc_map_at_10_std": 0.02243,
-        "nauc_map_at_10_diff1": -0.029471,
-        "nauc_map_at_20_max": 0.023335,
-        "nauc_map_at_20_std": 0.032696,
-        "nauc_map_at_20_diff1": -0.039557,
-        "nauc_map_at_100_max": 0.025951,
-        "nauc_map_at_100_std": 0.027453,
-        "nauc_map_at_100_diff1": -0.02839,
-        "nauc_map_at_1000_max": 0.024631,
-        "nauc_map_at_1000_std": 0.029983,
-        "nauc_map_at_1000_diff1": -0.031561,
-        "nauc_recall_at_1_max": 0.661545,
-        "nauc_recall_at_1_std": 0.661545,
-        "nauc_recall_at_1_diff1": -0.423411,
-        "nauc_recall_at_3_max": -0.180809,
-        "nauc_recall_at_3_std": -0.053915,
-        "nauc_recall_at_3_diff1": 0.044132,
-        "nauc_recall_at_5_max": -0.135902,
-        "nauc_recall_at_5_std": -0.114599,
-        "nauc_recall_at_5_diff1": 0.071753,
-        "nauc_recall_at_10_max": -0.259895,
-        "nauc_recall_at_10_std": -0.305096,
-        "nauc_recall_at_10_diff1": 0.115453,
-        "nauc_recall_at_20_max": -0.120146,
-        "nauc_recall_at_20_std": -0.22471,
-        "nauc_recall_at_20_diff1": 0.081439,
-        "nauc_recall_at_100_max": 0.04975,
-        "nauc_recall_at_100_std": -0.28374,
-        "nauc_recall_at_100_diff1": 0.316647,
-        "nauc_recall_at_1000_max": 0.352838,
-        "nauc_recall_at_1000_std": -0.550299,
-        "nauc_recall_at_1000_diff1": 0.868984,
-        "nauc_precision_at_1_max": 0.661545,
-        "nauc_precision_at_1_std": 0.661545,
-        "nauc_precision_at_1_diff1": -0.423411,
-        "nauc_precision_at_3_max": -0.180809,
-        "nauc_precision_at_3_std": -0.053915,
-        "nauc_precision_at_3_diff1": 0.044132,
-        "nauc_precision_at_5_max": -0.135902,
-        "nauc_precision_at_5_std": -0.114599,
-        "nauc_precision_at_5_diff1": 0.071753,
-        "nauc_precision_at_10_max": -0.259895,
-        "nauc_precision_at_10_std": -0.305096,
-        "nauc_precision_at_10_diff1": 0.115453,
-        "nauc_precision_at_20_max": -0.120146,
-        "nauc_precision_at_20_std": -0.22471,
-        "nauc_precision_at_20_diff1": 0.081439,
-        "nauc_precision_at_100_max": 0.04975,
-        "nauc_precision_at_100_std": -0.28374,
-        "nauc_precision_at_100_diff1": 0.316647,
-        "nauc_precision_at_1000_max": 0.352838,
-        "nauc_precision_at_1000_std": -0.550299,
-        "nauc_precision_at_1000_diff1": 0.868984,
-        "nauc_mrr_at_1_max": 0.661545,
-        "nauc_mrr_at_1_std": 0.661545,
-        "nauc_mrr_at_1_diff1": -0.423411,
-        "nauc_mrr_at_3_max": 0.056482,
-        "nauc_mrr_at_3_std": 0.165241,
-        "nauc_mrr_at_3_diff1": -0.067174,
-        "nauc_mrr_at_5_max": 0.066802,
-        "nauc_mrr_at_5_std": 0.109115,
-        "nauc_mrr_at_5_diff1": -0.045084,
-        "nauc_mrr_at_10_max": 0.005711,
-        "nauc_mrr_at_10_std": 0.02243,
-        "nauc_mrr_at_10_diff1": -0.029471,
-        "nauc_mrr_at_20_max": 0.023335,
-        "nauc_mrr_at_20_std": 0.032696,
-        "nauc_mrr_at_20_diff1": -0.039557,
-        "nauc_mrr_at_100_max": 0.025951,
-        "nauc_mrr_at_100_std": 0.027453,
-        "nauc_mrr_at_100_diff1": -0.02839,
-        "nauc_mrr_at_1000_max": 0.024631,
-        "nauc_mrr_at_1000_std": 0.029983,
-        "nauc_mrr_at_1000_diff1": -0.031561,
-        "main_score": 0.11707,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
@@ -153,6 +153,6 @@
       }
     ]
   },
-  "evaluation_time": 35.425594091415405,
   "kg_co2_emissions": null
 }

 {
   "dataset_revision": "0d2f26ed8c5ad309f95c7f9499c70a40e140fccd",
   "task_name": "NanoTouche2020Retrieval",
+  "mteb_version": "1.25.20",
   "scores": {
     "train": [
       {
+        "ndcg_at_1": 0.5102,
+        "ndcg_at_3": 0.51146,
+        "ndcg_at_5": 0.50217,
+        "ndcg_at_10": 0.4408,
+        "ndcg_at_20": 0.41425,
+        "ndcg_at_100": 0.58786,
+        "ndcg_at_1000": 0.67254,
+        "map_at_1": 0.03486,
+        "map_at_3": 0.09134,
+        "map_at_5": 0.13634,
+        "map_at_10": 0.18548,
+        "map_at_20": 0.22923,
+        "map_at_100": 0.31361,
+        "map_at_1000": 0.33574,
+        "recall_at_1": 0.03486,
+        "recall_at_3": 0.1088,
+        "recall_at_5": 0.17069,
+        "recall_at_10": 0.25524,
+        "recall_at_20": 0.36674,
+        "recall_at_100": 0.74092,
+        "recall_at_1000": 0.96811,
+        "precision_at_1": 0.5102,
+        "precision_at_3": 0.5102,
+        "precision_at_5": 0.49796,
+        "precision_at_10": 0.39388,
+        "precision_at_20": 0.29592,
+        "precision_at_100": 0.13796,
+        "precision_at_1000": 0.01845,
+        "mrr_at_1": 0.510204,
+        "mrr_at_3": 0.673469,
+        "mrr_at_5": 0.682653,
+        "mrr_at_10": 0.686054,
+        "mrr_at_20": 0.69026,
+        "mrr_at_100": 0.69026,
+        "mrr_at_1000": 0.69026,
+        "nauc_ndcg_at_1_max": -0.162585,
+        "nauc_ndcg_at_1_std": -0.301555,
+        "nauc_ndcg_at_1_diff1": -0.079896,
+        "nauc_ndcg_at_3_max": -0.183541,
+        "nauc_ndcg_at_3_std": -0.471653,
+        "nauc_ndcg_at_3_diff1": 0.10168,
+        "nauc_ndcg_at_5_max": -0.132905,
+        "nauc_ndcg_at_5_std": -0.412953,
+        "nauc_ndcg_at_5_diff1": 0.116501,
+        "nauc_ndcg_at_10_max": -0.144316,
+        "nauc_ndcg_at_10_std": -0.428515,
+        "nauc_ndcg_at_10_diff1": 0.12177,
+        "nauc_ndcg_at_20_max": -0.205204,
+        "nauc_ndcg_at_20_std": -0.536036,
+        "nauc_ndcg_at_20_diff1": 0.126042,
+        "nauc_ndcg_at_100_max": -0.070098,
+        "nauc_ndcg_at_100_std": -0.405732,
+        "nauc_ndcg_at_100_diff1": 0.065916,
+        "nauc_ndcg_at_1000_max": 0.022284,
+        "nauc_ndcg_at_1000_std": -0.311122,
+        "nauc_ndcg_at_1000_diff1": 0.042005,
+        "nauc_map_at_1_max": -0.181573,
+        "nauc_map_at_1_std": -0.380033,
+        "nauc_map_at_1_diff1": -0.038548,
+        "nauc_map_at_3_max": -0.184168,
+        "nauc_map_at_3_std": -0.479545,
+        "nauc_map_at_3_diff1": 0.113917,
+        "nauc_map_at_5_max": -0.130595,
+        "nauc_map_at_5_std": -0.473659,
+        "nauc_map_at_5_diff1": 0.113293,
+        "nauc_map_at_10_max": -0.1749,
+        "nauc_map_at_10_std": -0.486481,
+        "nauc_map_at_10_diff1": 0.138179,
+        "nauc_map_at_20_max": -0.158096,
+        "nauc_map_at_20_std": -0.508787,
+        "nauc_map_at_20_diff1": 0.119926,
+        "nauc_map_at_100_max": -0.106596,
+        "nauc_map_at_100_std": -0.477629,
+        "nauc_map_at_100_diff1": 0.099419,
+        "nauc_map_at_1000_max": -0.066802,
+        "nauc_map_at_1000_std": -0.442918,
+        "nauc_map_at_1000_diff1": 0.092246,
+        "nauc_recall_at_1_max": -0.181573,
+        "nauc_recall_at_1_std": -0.380033,
+        "nauc_recall_at_1_diff1": -0.038548,
+        "nauc_recall_at_3_max": -0.240633,
+        "nauc_recall_at_3_std": -0.527897,
+        "nauc_recall_at_3_diff1": 0.169275,
+        "nauc_recall_at_5_max": -0.173201,
+        "nauc_recall_at_5_std": -0.488899,
+        "nauc_recall_at_5_diff1": 0.15313,
+        "nauc_recall_at_10_max": -0.231635,
+        "nauc_recall_at_10_std": -0.495816,
+        "nauc_recall_at_10_diff1": 0.156999,
+        "nauc_recall_at_20_max": -0.245633,
+        "nauc_recall_at_20_std": -0.576585,
+        "nauc_recall_at_20_diff1": 0.137909,
+        "nauc_recall_at_100_max": 0.024581,
+        "nauc_recall_at_100_std": -0.182099,
+        "nauc_recall_at_100_diff1": 0.008094,
+        "nauc_recall_at_1000_max": 0.380311,
+        "nauc_recall_at_1000_std": 0.392603,
+        "nauc_recall_at_1000_diff1": -0.172121,
+        "nauc_precision_at_1_max": -0.162585,
+        "nauc_precision_at_1_std": -0.301555,
+        "nauc_precision_at_1_diff1": -0.079896,
+        "nauc_precision_at_3_max": -0.213314,
+        "nauc_precision_at_3_std": -0.532274,
+        "nauc_precision_at_3_diff1": 0.142766,
+        "nauc_precision_at_5_max": -0.113504,
+        "nauc_precision_at_5_std": -0.391206,
+        "nauc_precision_at_5_diff1": 0.144339,
+        "nauc_precision_at_10_max": -0.139349,
+        "nauc_precision_at_10_std": -0.341208,
+        "nauc_precision_at_10_diff1": 0.089238,
+        "nauc_precision_at_20_max": -0.056965,
+        "nauc_precision_at_20_std": -0.294893,
+        "nauc_precision_at_20_diff1": -0.015103,
+        "nauc_precision_at_100_max": 0.495767,
+        "nauc_precision_at_100_std": 0.527112,
+        "nauc_precision_at_100_diff1": -0.054913,
+        "nauc_precision_at_1000_max": 0.565008,
+        "nauc_precision_at_1000_std": 0.702657,
+        "nauc_precision_at_1000_diff1": -0.088481,
+        "nauc_mrr_at_1_max": -0.162585,
+        "nauc_mrr_at_1_std": -0.301555,
+        "nauc_mrr_at_1_diff1": -0.079896,
+        "nauc_mrr_at_3_max": -0.239775,
+        "nauc_mrr_at_3_std": -0.460263,
+        "nauc_mrr_at_3_diff1": 0.082793,
+        "nauc_mrr_at_5_max": -0.230439,
+        "nauc_mrr_at_5_std": -0.431362,
+        "nauc_mrr_at_5_diff1": 0.073934,
+        "nauc_mrr_at_10_max": -0.217704,
+        "nauc_mrr_at_10_std": -0.413291,
+        "nauc_mrr_at_10_diff1": 0.062638,
+        "nauc_mrr_at_20_max": -0.209133,
+        "nauc_mrr_at_20_std": -0.408732,
+        "nauc_mrr_at_20_diff1": 0.056805,
+        "nauc_mrr_at_100_max": -0.209133,
+        "nauc_mrr_at_100_std": -0.408732,
+        "nauc_mrr_at_100_diff1": 0.056805,
+        "nauc_mrr_at_1000_max": -0.209133,
+        "nauc_mrr_at_1000_std": -0.408732,
+        "nauc_mrr_at_1000_diff1": 0.056805,
+        "main_score": 0.4408,
         "hf_subset": "default",
         "languages": [
           "eng-Latn"
       }
     ]
   },
+  "evaluation_time": 10.631592273712158,
   "kg_co2_emissions": null
 }

results/sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2/bf3bf13ab40c3157080a7ab344c831b9ad18b5eb/model_meta.json CHANGED Viewed

@@ -1 +1 @@

- {"name": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2", "revision": "bf3bf13ab40c3157080a7ab344c831b9ad18b5eb", "release_date": "2019-11-01", "languages": ["ara_Arab", "bul_Cyrl", "cat_Latn", "ces_Latn", "dan_Latn", "deu_Latn", "ell_Grek", "eng_Latn", "spa_Latn", "est_Latn", "fas_Arab", "fin_Latn", "fra_Latn", "fra_Latn", "glg_Latn", "guj_Gujr", "heb_Hebr", "hin_Deva", "hrv_Latn", "hun_Latn", "hye_Armn", "ind_Latn", "ita_Latn", "jpn_Jpan", "kat_Geor", "kor_Hang", "kur_Arab", "lit_Latn", "lav_Latn", "mkd_Cyrl", "mon_Cyrl", "mar_Deva", "msa_Latn", "mya_Mymr", "nob_Latn", "nld_Latn", "pol_Latn", "por_Latn", "por_Latn", "ron_Latn", "rus_Cyrl", "slk_Latn", "slv_Latn", "sqi_Latn", "srp_Cyrl", "swe_Latn", "tha_Thai", "tur_Latn", "ukr_Cyrl", "urd_Arab", "vie_Latn", "zho_Hans", "zho_Hant"], "n_parameters": 118000000, "memory_usage": null, "max_tokens": 512, "embed_dim": 768, "license": "apache-2.0", "open_weights": true, "public_training_data": null, "public_training_code": null, "framework": ["Sentence Transformers", "PyTorch"], "reference": "https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2", "similarity_fn_name": "cosine", "use_instructions": false, "~~zero_shot_benchmarks~~": null, "loader": null}

+ {"name": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2", "revision": "bf3bf13ab40c3157080a7ab344c831b9ad18b5eb", "release_date": "2019-11-01", "languages": ["ara_Arab", "bul_Cyrl", "cat_Latn", "ces_Latn", "dan_Latn", "deu_Latn", "ell_Grek", "eng_Latn", "spa_Latn", "est_Latn", "fas_Arab", "fin_Latn", "fra_Latn", "fra_Latn", "glg_Latn", "guj_Gujr", "heb_Hebr", "hin_Deva", "hrv_Latn", "hun_Latn", "hye_Armn", "ind_Latn", "ita_Latn", "jpn_Jpan", "kat_Geor", "kor_Hang", "kur_Arab", "lit_Latn", "lav_Latn", "mkd_Cyrl", "mon_Cyrl", "mar_Deva", "msa_Latn", "mya_Mymr", "nob_Latn", "nld_Latn", "pol_Latn", "por_Latn", "por_Latn", "ron_Latn", "rus_Cyrl", "slk_Latn", "slv_Latn", "sqi_Latn", "srp_Cyrl", "swe_Latn", "tha_Thai", "tur_Latn", "ukr_Cyrl", "urd_Arab", "vie_Latn", "zho_Hans", "zho_Hant"], "n_parameters": 118000000, "memory_usage": null, "max_tokens": 512.0, "embed_dim": 768, "license": "apache-2.0", "open_weights": true, "public_training_data": null, "public_training_code": null, "framework": ["Sentence Transformers", "PyTorch"], "reference": "https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2", "similarity_fn_name": "cosine", "use_instructions": false, "training_datasets": null, "adapted_from": null, "superseded_by": null, "loader": null}