diff --git "a/boards_data/en/data_tasks/Clustering/default.jsonl" "b/boards_data/en/data_tasks/Clustering/default.jsonl"
--- "a/boards_data/en/data_tasks/Clustering/default.jsonl"
+++ "b/boards_data/en/data_tasks/Clustering/default.jsonl"
@@ -1,241 +1,252 @@
-{"index":228,"Rank":1,"Model":"NV-Embed-v2<\/a>","Model Size (Million Parameters)":7851,"Memory Usage (GB, fp32)":29.25,"Average":58.46,"ArxivClusteringP2P":55.8,"ArxivClusteringS2S":51.26,"BiorxivClusteringP2P":54.09,"BiorxivClusteringS2S":49.6,"MedrxivClusteringP2P":46.09,"MedrxivClusteringS2S":44.86,"RedditClustering":71.1,"RedditClusteringP2P":74.94,"StackExchangeClustering":82.1,"StackExchangeClusteringP2P":48.36,"TwentyNewsgroupsClustering":64.82}
+{"index":231,"Rank":1,"Model":"NV-Embed-v2<\/a>","Model Size (Million Parameters)":7851,"Memory Usage (GB, fp32)":29.25,"Average":58.46,"ArxivClusteringP2P":55.8,"ArxivClusteringS2S":51.26,"BiorxivClusteringP2P":54.09,"BiorxivClusteringS2S":49.6,"MedrxivClusteringP2P":46.09,"MedrxivClusteringS2S":44.86,"RedditClustering":71.1,"RedditClusteringP2P":74.94,"StackExchangeClustering":82.1,"StackExchangeClusteringP2P":48.36,"TwentyNewsgroupsClustering":64.82}
{"index":22,"Rank":2,"Model":"bge-en-icl<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":57.89,"ArxivClusteringP2P":54.44,"ArxivClusteringS2S":49.33,"BiorxivClusteringP2P":53.05,"BiorxivClusteringS2S":48.38,"MedrxivClusteringP2P":45.86,"MedrxivClusteringS2S":44.33,"RedditClustering":72.33,"RedditClusteringP2P":72.72,"StackExchangeClustering":81.32,"StackExchangeClusteringP2P":46.05,"TwentyNewsgroupsClustering":68.98}
-{"index":154,"Rank":3,"Model":"stella_en_1.5B_v5<\/a>","Model Size (Million Parameters)":1543,"Memory Usage (GB, fp32)":5.75,"Average":57.69,"ArxivClusteringP2P":55.44,"ArxivClusteringS2S":50.66,"BiorxivClusteringP2P":50.68,"BiorxivClusteringS2S":46.87,"MedrxivClusteringP2P":46.87,"MedrxivClusteringS2S":44.65,"RedditClustering":72.86,"RedditClusteringP2P":75.27,"StackExchangeClustering":80.29,"StackExchangeClusteringP2P":49.57,"TwentyNewsgroupsClustering":61.43}
+{"index":157,"Rank":3,"Model":"stella_en_1.5B_v5<\/a>","Model Size (Million Parameters)":1543,"Memory Usage (GB, fp32)":5.75,"Average":57.69,"ArxivClusteringP2P":55.44,"ArxivClusteringS2S":50.66,"BiorxivClusteringP2P":50.68,"BiorxivClusteringS2S":46.87,"MedrxivClusteringP2P":46.87,"MedrxivClusteringS2S":44.65,"RedditClustering":72.86,"RedditClusteringP2P":75.27,"StackExchangeClustering":80.29,"StackExchangeClusteringP2P":49.57,"TwentyNewsgroupsClustering":61.43}
{"index":17,"Rank":4,"Model":"gte-Qwen2-7B-instruct<\/a>","Model Size (Million Parameters)":7613,"Memory Usage (GB, fp32)":28.36,"Average":56.92,"ArxivClusteringP2P":56.46,"ArxivClusteringS2S":51.74,"BiorxivClusteringP2P":50.09,"BiorxivClusteringS2S":46.65,"MedrxivClusteringP2P":46.23,"MedrxivClusteringS2S":44.13,"RedditClustering":73.55,"RedditClusteringP2P":74.13,"StackExchangeClustering":79.86,"StackExchangeClusteringP2P":49.41,"TwentyNewsgroupsClustering":53.91}
-{"index":155,"Rank":5,"Model":"stella_en_400M_v5<\/a>","Model Size (Million Parameters)":435,"Memory Usage (GB, fp32)":1.62,"Average":56.7,"ArxivClusteringP2P":55.16,"ArxivClusteringS2S":49.82,"BiorxivClusteringP2P":50.68,"BiorxivClusteringS2S":45.81,"MedrxivClusteringP2P":46.32,"MedrxivClusteringS2S":44.29,"RedditClustering":71.19,"RedditClusteringP2P":74.42,"StackExchangeClustering":78.49,"StackExchangeClusteringP2P":48.9,"TwentyNewsgroupsClustering":58.57}
-{"index":103,"Rank":6,"Model":"SFR-Embedding-2_R<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":56.17,"ArxivClusteringP2P":54.02,"ArxivClusteringS2S":48.82,"BiorxivClusteringP2P":50.76,"BiorxivClusteringS2S":46.57,"MedrxivClusteringP2P":46.66,"MedrxivClusteringS2S":44.18,"RedditClustering":62.92,"RedditClusteringP2P":72.74,"StackExchangeClustering":76.48,"StackExchangeClusteringP2P":48.29,"TwentyNewsgroupsClustering":66.42}
+{"index":158,"Rank":5,"Model":"stella_en_400M_v5<\/a>","Model Size (Million Parameters)":435,"Memory Usage (GB, fp32)":1.62,"Average":56.7,"ArxivClusteringP2P":55.16,"ArxivClusteringS2S":49.82,"BiorxivClusteringP2P":50.68,"BiorxivClusteringS2S":45.81,"MedrxivClusteringP2P":46.32,"MedrxivClusteringS2S":44.29,"RedditClustering":71.19,"RedditClusteringP2P":74.42,"StackExchangeClustering":78.49,"StackExchangeClusteringP2P":48.9,"TwentyNewsgroupsClustering":58.57}
+{"index":104,"Rank":6,"Model":"SFR-Embedding-2_R<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":56.17,"ArxivClusteringP2P":54.02,"ArxivClusteringS2S":48.82,"BiorxivClusteringP2P":50.76,"BiorxivClusteringS2S":46.57,"MedrxivClusteringP2P":46.66,"MedrxivClusteringS2S":44.18,"RedditClustering":62.92,"RedditClusteringP2P":72.74,"StackExchangeClustering":76.48,"StackExchangeClusteringP2P":48.29,"TwentyNewsgroupsClustering":66.42}
{"index":15,"Rank":7,"Model":"gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Average":55.83,"ArxivClusteringP2P":56.4,"ArxivClusteringS2S":51.45,"BiorxivClusteringP2P":49.01,"BiorxivClusteringS2S":45.06,"MedrxivClusteringP2P":44.37,"MedrxivClusteringS2S":42.0,"RedditClustering":73.37,"RedditClusteringP2P":72.51,"StackExchangeClustering":79.07,"StackExchangeClusteringP2P":49.57,"TwentyNewsgroupsClustering":51.31}
{"index":25,"Rank":8,"Model":"bge-multilingual-gemma2<\/a>","Model Size (Million Parameters)":9242,"Memory Usage (GB, fp32)":34.43,"Average":54.65,"ArxivClusteringP2P":54.91,"ArxivClusteringS2S":50.28,"BiorxivClusteringP2P":52.64,"BiorxivClusteringS2S":49.2,"MedrxivClusteringP2P":45.81,"MedrxivClusteringS2S":44.11,"RedditClustering":56.03,"RedditClusteringP2P":65.83,"StackExchangeClustering":66.21,"StackExchangeClusteringP2P":45.74,"TwentyNewsgroupsClustering":70.44}
{"index":6,"Rank":9,"Model":"voyage-large-2-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":53.35,"ArxivClusteringP2P":51.81,"ArxivClusteringS2S":44.73,"BiorxivClusteringP2P":46.07,"BiorxivClusteringS2S":40.64,"MedrxivClusteringP2P":42.94,"MedrxivClusteringS2S":41.44,"RedditClustering":68.5,"RedditClusteringP2P":64.86,"StackExchangeClustering":74.16,"StackExchangeClusteringP2P":45.1,"TwentyNewsgroupsClustering":66.62}
-{"index":227,"Rank":10,"Model":"NV-Embed-v1<\/a>","Model Size (Million Parameters)":7851,"Memory Usage (GB, fp32)":29.25,"Average":52.8,"ArxivClusteringP2P":53.76,"ArxivClusteringS2S":49.59,"BiorxivClusteringP2P":48.15,"BiorxivClusteringS2S":44.74,"MedrxivClusteringP2P":39.24,"MedrxivClusteringS2S":36.98,"RedditClustering":63.2,"RedditClusteringP2P":68.01,"StackExchangeClustering":74.99,"StackExchangeClusteringP2P":42.04,"TwentyNewsgroupsClustering":60.13}
+{"index":230,"Rank":10,"Model":"NV-Embed-v1<\/a>","Model Size (Million Parameters)":7851,"Memory Usage (GB, fp32)":29.25,"Average":52.8,"ArxivClusteringP2P":53.76,"ArxivClusteringS2S":49.59,"BiorxivClusteringP2P":48.15,"BiorxivClusteringS2S":44.74,"MedrxivClusteringP2P":39.24,"MedrxivClusteringS2S":36.98,"RedditClustering":63.2,"RedditClusteringP2P":68.01,"StackExchangeClustering":74.99,"StackExchangeClusteringP2P":42.04,"TwentyNewsgroupsClustering":60.13}
{"index":9,"Rank":11,"Model":"voyage-lite-02-instruct<\/a>","Model Size (Million Parameters)":1220,"Memory Usage (GB, fp32)":4.54,"Average":52.42,"ArxivClusteringP2P":51.95,"ArxivClusteringS2S":42.48,"BiorxivClusteringP2P":50.15,"BiorxivClusteringS2S":42.84,"MedrxivClusteringP2P":47.24,"MedrxivClusteringS2S":43.48,"RedditClustering":63.73,"RedditClusteringP2P":64.09,"StackExchangeClustering":70.71,"StackExchangeClusteringP2P":40.34,"TwentyNewsgroupsClustering":59.56}
-{"index":329,"Rank":12,"Model":"Zeta-Alpha-E5-Mistral<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":51.89,"ArxivClusteringP2P":52.03,"ArxivClusteringS2S":47.83,"BiorxivClusteringP2P":43.74,"BiorxivClusteringS2S":40.74,"MedrxivClusteringP2P":38.38,"MedrxivClusteringS2S":37.67,"RedditClustering":61.88,"RedditClusteringP2P":68.3,"StackExchangeClustering":75.91,"StackExchangeClusteringP2P":47.17,"TwentyNewsgroupsClustering":57.15}
-{"index":104,"Rank":13,"Model":"SFR-Embedding-Mistral<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":51.67,"ArxivClusteringP2P":52.08,"ArxivClusteringS2S":47.38,"BiorxivClusteringP2P":43.94,"BiorxivClusteringS2S":41.14,"MedrxivClusteringP2P":40.03,"MedrxivClusteringS2S":39.0,"RedditClustering":59.9,"RedditClusteringP2P":67.64,"StackExchangeClustering":74.25,"StackExchangeClusteringP2P":46.78,"TwentyNewsgroupsClustering":56.27}
+{"index":341,"Rank":12,"Model":"Zeta-Alpha-E5-Mistral<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":51.89,"ArxivClusteringP2P":52.03,"ArxivClusteringS2S":47.83,"BiorxivClusteringP2P":43.74,"BiorxivClusteringS2S":40.74,"MedrxivClusteringP2P":38.38,"MedrxivClusteringS2S":37.67,"RedditClustering":61.88,"RedditClusteringP2P":68.3,"StackExchangeClustering":75.91,"StackExchangeClusteringP2P":47.17,"TwentyNewsgroupsClustering":57.15}
+{"index":105,"Rank":13,"Model":"SFR-Embedding-Mistral<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":51.67,"ArxivClusteringP2P":52.08,"ArxivClusteringS2S":47.38,"BiorxivClusteringP2P":43.94,"BiorxivClusteringS2S":41.14,"MedrxivClusteringP2P":40.03,"MedrxivClusteringS2S":39.0,"RedditClustering":59.9,"RedditClusteringP2P":67.64,"StackExchangeClustering":74.25,"StackExchangeClusteringP2P":46.78,"TwentyNewsgroupsClustering":56.27}
{"index":64,"Rank":14,"Model":"Linq-Embed-Mistral<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":51.42,"ArxivClusteringP2P":51.48,"ArxivClusteringS2S":47.3,"BiorxivClusteringP2P":42.73,"BiorxivClusteringS2S":39.58,"MedrxivClusteringP2P":37.84,"MedrxivClusteringS2S":36.65,"RedditClustering":61.52,"RedditClusteringP2P":68.24,"StackExchangeClustering":76.94,"StackExchangeClusteringP2P":46.04,"TwentyNewsgroupsClustering":57.3}
{"index":47,"Rank":15,"Model":"GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Average":50.61,"ArxivClusteringP2P":51.67,"ArxivClusteringS2S":48.11,"BiorxivClusteringP2P":40.87,"BiorxivClusteringS2S":39.8,"MedrxivClusteringP2P":36.52,"MedrxivClusteringS2S":36.8,"RedditClustering":61.3,"RedditClusteringP2P":67.26,"StackExchangeClustering":77.33,"StackExchangeClusteringP2P":41.33,"TwentyNewsgroupsClustering":55.7}
-{"index":171,"Rank":16,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":50.26,"ArxivClusteringP2P":50.45,"ArxivClusteringS2S":45.5,"BiorxivClusteringP2P":43.53,"BiorxivClusteringS2S":40.24,"MedrxivClusteringP2P":38.19,"MedrxivClusteringS2S":37.45,"RedditClustering":57.71,"RedditClusteringP2P":66.49,"StackExchangeClustering":73.1,"StackExchangeClusteringP2P":45.91,"TwentyNewsgroupsClustering":54.31}
+{"index":174,"Rank":16,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":50.26,"ArxivClusteringP2P":50.45,"ArxivClusteringS2S":45.5,"BiorxivClusteringP2P":43.53,"BiorxivClusteringS2S":40.24,"MedrxivClusteringP2P":38.19,"MedrxivClusteringS2S":37.45,"RedditClustering":57.71,"RedditClusteringP2P":66.49,"StackExchangeClustering":73.1,"StackExchangeClusteringP2P":45.91,"TwentyNewsgroupsClustering":54.31}
{"index":48,"Rank":17,"Model":"GritLM-8x7B<\/a>","Model Size (Million Parameters)":46703,"Memory Usage (GB, fp32)":173.98,"Average":50.14,"ArxivClusteringP2P":50.72,"ArxivClusteringS2S":48.01,"BiorxivClusteringP2P":41.41,"BiorxivClusteringS2S":38.67,"MedrxivClusteringP2P":36.54,"MedrxivClusteringS2S":37.24,"RedditClustering":63.01,"RedditClusteringP2P":65.86,"StackExchangeClustering":74.41,"StackExchangeClusteringP2P":38.52,"TwentyNewsgroupsClustering":57.16}
-{"index":343,"Rank":18,"Model":"text-embedding-3-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":49.01,"ArxivClusteringP2P":49.01,"ArxivClusteringS2S":44.45,"BiorxivClusteringP2P":38.03,"BiorxivClusteringS2S":36.53,"MedrxivClusteringP2P":32.7,"MedrxivClusteringS2S":31.27,"RedditClustering":67.84,"RedditClusteringP2P":67.96,"StackExchangeClustering":76.26,"StackExchangeClusteringP2P":36.88,"TwentyNewsgroupsClustering":58.14}
-{"index":106,"Rank":19,"Model":"gte-Qwen2-1.5B-instruct-Q4_K_S-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":48.75,"ArxivClusteringP2P":50.51,"ArxivClusteringS2S":45.01,"BiorxivClusteringP2P":43.21,"BiorxivClusteringS2S":38.82,"MedrxivClusteringP2P":39.39,"MedrxivClusteringS2S":37.9,"RedditClustering":55.82,"RedditClusteringP2P":62.09,"StackExchangeClustering":67.65,"StackExchangeClusteringP2P":46.31,"TwentyNewsgroupsClustering":49.58}
+{"index":355,"Rank":18,"Model":"text-embedding-3-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":49.01,"ArxivClusteringP2P":49.01,"ArxivClusteringS2S":44.45,"BiorxivClusteringP2P":38.03,"BiorxivClusteringS2S":36.53,"MedrxivClusteringP2P":32.7,"MedrxivClusteringS2S":31.27,"RedditClustering":67.84,"RedditClusteringP2P":67.96,"StackExchangeClustering":76.26,"StackExchangeClusteringP2P":36.88,"TwentyNewsgroupsClustering":58.14}
+{"index":107,"Rank":19,"Model":"gte-Qwen2-1.5B-instruct-Q4_K_S-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":48.75,"ArxivClusteringP2P":50.51,"ArxivClusteringS2S":45.01,"BiorxivClusteringP2P":43.21,"BiorxivClusteringS2S":38.82,"MedrxivClusteringP2P":39.39,"MedrxivClusteringS2S":37.9,"RedditClustering":55.82,"RedditClusteringP2P":62.09,"StackExchangeClustering":67.65,"StackExchangeClusteringP2P":46.31,"TwentyNewsgroupsClustering":49.58}
{"index":16,"Rank":20,"Model":"gte-Qwen2-1.5B-instruct<\/a>","Model Size (Million Parameters)":1776,"Memory Usage (GB, fp32)":6.62,"Average":48.75,"ArxivClusteringP2P":50.51,"ArxivClusteringS2S":45.01,"BiorxivClusteringP2P":43.21,"BiorxivClusteringS2S":38.82,"MedrxivClusteringP2P":39.39,"MedrxivClusteringS2S":37.9,"RedditClustering":55.82,"RedditClusteringP2P":62.09,"StackExchangeClustering":67.65,"StackExchangeClusteringP2P":46.31,"TwentyNewsgroupsClustering":49.58}
{"index":19,"Rank":21,"Model":"gte-large-en-v1.5<\/a>","Model Size (Million Parameters)":434,"Memory Usage (GB, fp32)":1.62,"Average":47.96,"ArxivClusteringP2P":48.47,"ArxivClusteringS2S":43.39,"BiorxivClusteringP2P":40.58,"BiorxivClusteringS2S":37.94,"MedrxivClusteringP2P":35.04,"MedrxivClusteringS2S":32.94,"RedditClustering":59.76,"RedditClusteringP2P":68.03,"StackExchangeClustering":71.27,"StackExchangeClusteringP2P":39.18,"TwentyNewsgroupsClustering":50.91}
-{"index":236,"Rank":22,"Model":"TDTE<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":47.86,"ArxivClusteringP2P":48.78,"ArxivClusteringS2S":46.11,"BiorxivClusteringP2P":38.79,"BiorxivClusteringS2S":37.37,"MedrxivClusteringP2P":32.73,"MedrxivClusteringS2S":32.33,"RedditClustering":62.16,"RedditClusteringP2P":65.96,"StackExchangeClustering":71.35,"StackExchangeClusteringP2P":36.11,"TwentyNewsgroupsClustering":54.78}
+{"index":239,"Rank":22,"Model":"TDTE<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":47.86,"ArxivClusteringP2P":48.78,"ArxivClusteringS2S":46.11,"BiorxivClusteringP2P":38.79,"BiorxivClusteringS2S":37.37,"MedrxivClusteringP2P":32.73,"MedrxivClusteringS2S":32.33,"RedditClustering":62.16,"RedditClusteringP2P":65.96,"StackExchangeClustering":71.35,"StackExchangeClusteringP2P":36.11,"TwentyNewsgroupsClustering":54.78}
{"index":1,"Rank":23,"Model":"google-gecko.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":47.48,"ArxivClusteringP2P":46.27,"ArxivClusteringS2S":38.36,"BiorxivClusteringP2P":37.87,"BiorxivClusteringS2S":35.67,"MedrxivClusteringP2P":33.11,"MedrxivClusteringS2S":31.54,"RedditClustering":65.81,"RedditClusteringP2P":66.62,"StackExchangeClustering":74.52,"StackExchangeClusteringP2P":37.63,"TwentyNewsgroupsClustering":54.87}
{"index":36,"Rank":24,"Model":"Cohere-embed-english-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":47.43,"ArxivClusteringP2P":49.17,"ArxivClusteringS2S":42.18,"BiorxivClusteringP2P":40.96,"BiorxivClusteringS2S":37.25,"MedrxivClusteringP2P":37.41,"MedrxivClusteringS2S":33.39,"RedditClustering":58.46,"RedditClusteringP2P":66.35,"StackExchangeClustering":68.42,"StackExchangeClusteringP2P":37.51,"TwentyNewsgroupsClustering":50.64}
{"index":8,"Rank":25,"Model":"voyage-lite-01-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":47.4,"ArxivClusteringP2P":47.92,"ArxivClusteringS2S":42.42,"BiorxivClusteringP2P":38.72,"BiorxivClusteringS2S":36.6,"MedrxivClusteringP2P":34.04,"MedrxivClusteringS2S":32.81,"RedditClustering":61.56,"RedditClusteringP2P":65.35,"StackExchangeClustering":70.16,"StackExchangeClusteringP2P":38.23,"TwentyNewsgroupsClustering":53.56}
-{"index":176,"Rank":26,"Model":"multilingual-e5-large-instruct<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":47.1,"ArxivClusteringP2P":46.4,"ArxivClusteringS2S":40.49,"BiorxivClusteringP2P":40.94,"BiorxivClusteringS2S":36.28,"MedrxivClusteringP2P":36.93,"MedrxivClusteringS2S":35.54,"RedditClustering":56.6,"RedditClusteringP2P":64.27,"StackExchangeClustering":66.85,"StackExchangeClusteringP2P":42.46,"TwentyNewsgroupsClustering":51.33}
+{"index":179,"Rank":26,"Model":"multilingual-e5-large-instruct<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":47.1,"ArxivClusteringP2P":46.4,"ArxivClusteringS2S":40.49,"BiorxivClusteringP2P":40.94,"BiorxivClusteringS2S":36.28,"MedrxivClusteringP2P":36.93,"MedrxivClusteringS2S":35.54,"RedditClustering":56.6,"RedditClusteringP2P":64.27,"StackExchangeClustering":66.85,"StackExchangeClusteringP2P":42.46,"TwentyNewsgroupsClustering":51.33}
{"index":59,"Rank":27,"Model":"MUG-B-1.6<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.93,"ArxivClusteringP2P":49.03,"ArxivClusteringS2S":43.05,"BiorxivClusteringP2P":39.74,"BiorxivClusteringS2S":36.57,"MedrxivClusteringP2P":33.71,"MedrxivClusteringS2S":31.81,"RedditClustering":61.38,"RedditClusteringP2P":65.29,"StackExchangeClustering":66.6,"StackExchangeClusteringP2P":36.32,"TwentyNewsgroupsClustering":52.69}
-{"index":274,"Rank":28,"Model":"gte-large<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.84,"ArxivClusteringP2P":48.62,"ArxivClusteringS2S":43.36,"BiorxivClusteringP2P":39.11,"BiorxivClusteringS2S":36.85,"MedrxivClusteringP2P":33.39,"MedrxivClusteringS2S":31.76,"RedditClustering":60.83,"RedditClusteringP2P":64.24,"StackExchangeClustering":67.64,"StackExchangeClusteringP2P":36.57,"TwentyNewsgroupsClustering":52.82}
+{"index":277,"Rank":28,"Model":"gte-large<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.84,"ArxivClusteringP2P":48.62,"ArxivClusteringS2S":43.36,"BiorxivClusteringP2P":39.11,"BiorxivClusteringS2S":36.85,"MedrxivClusteringP2P":33.39,"MedrxivClusteringS2S":31.76,"RedditClustering":60.83,"RedditClusteringP2P":64.24,"StackExchangeClustering":67.64,"StackExchangeClusteringP2P":36.57,"TwentyNewsgroupsClustering":52.82}
{"index":18,"Rank":29,"Model":"gte-base-en-v1.5<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":46.82,"ArxivClusteringP2P":47.51,"ArxivClusteringS2S":42.05,"BiorxivClusteringP2P":40.32,"BiorxivClusteringS2S":37.55,"MedrxivClusteringP2P":34.6,"MedrxivClusteringS2S":32.27,"RedditClustering":58.61,"RedditClusteringP2P":66.87,"StackExchangeClustering":68.93,"StackExchangeClusteringP2P":37.6,"TwentyNewsgroupsClustering":48.75}
-{"index":119,"Rank":30,"Model":"UAE-Large-V1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.73,"ArxivClusteringP2P":49.03,"ArxivClusteringS2S":43.09,"BiorxivClusteringP2P":39.38,"BiorxivClusteringS2S":37.23,"MedrxivClusteringP2P":33.22,"MedrxivClusteringS2S":31.18,"RedditClustering":60.52,"RedditClusteringP2P":65.35,"StackExchangeClustering":66.54,"StackExchangeClusteringP2P":36.72,"TwentyNewsgroupsClustering":51.72}
-{"index":209,"Rank":31,"Model":"mxbai-embed-large-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.71,"ArxivClusteringP2P":48.97,"ArxivClusteringS2S":42.98,"BiorxivClusteringP2P":39.92,"BiorxivClusteringS2S":36.73,"MedrxivClusteringP2P":33.44,"MedrxivClusteringS2S":31.66,"RedditClustering":60.22,"RedditClusteringP2P":65.29,"StackExchangeClustering":65.62,"StackExchangeClusteringP2P":35.78,"TwentyNewsgroupsClustering":53.21}
-{"index":344,"Rank":32,"Model":"text-embedding-3-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.65,"ArxivClusteringP2P":46.57,"ArxivClusteringS2S":39.35,"BiorxivClusteringP2P":37.77,"BiorxivClusteringS2S":34.68,"MedrxivClusteringP2P":32.77,"MedrxivClusteringS2S":31.85,"RedditClustering":64.09,"RedditClusteringP2P":65.12,"StackExchangeClustering":72.05,"StackExchangeClusteringP2P":34.04,"TwentyNewsgroupsClustering":54.81}
-{"index":184,"Rank":33,"Model":"sf_model_e5<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.61,"ArxivClusteringP2P":48.73,"ArxivClusteringS2S":42.87,"BiorxivClusteringP2P":39.73,"BiorxivClusteringS2S":37.24,"MedrxivClusteringP2P":34.31,"MedrxivClusteringS2S":32.18,"RedditClustering":59.43,"RedditClusteringP2P":64.54,"StackExchangeClustering":65.08,"StackExchangeClusteringP2P":35.52,"TwentyNewsgroupsClustering":53.12}
+{"index":120,"Rank":30,"Model":"UAE-Large-V1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.73,"ArxivClusteringP2P":49.03,"ArxivClusteringS2S":43.09,"BiorxivClusteringP2P":39.38,"BiorxivClusteringS2S":37.23,"MedrxivClusteringP2P":33.22,"MedrxivClusteringS2S":31.18,"RedditClustering":60.52,"RedditClusteringP2P":65.35,"StackExchangeClustering":66.54,"StackExchangeClusteringP2P":36.72,"TwentyNewsgroupsClustering":51.72}
+{"index":212,"Rank":31,"Model":"mxbai-embed-large-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.71,"ArxivClusteringP2P":48.97,"ArxivClusteringS2S":42.98,"BiorxivClusteringP2P":39.92,"BiorxivClusteringS2S":36.73,"MedrxivClusteringP2P":33.44,"MedrxivClusteringS2S":31.66,"RedditClustering":60.22,"RedditClusteringP2P":65.29,"StackExchangeClustering":65.62,"StackExchangeClusteringP2P":35.78,"TwentyNewsgroupsClustering":53.21}
+{"index":356,"Rank":32,"Model":"text-embedding-3-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.65,"ArxivClusteringP2P":46.57,"ArxivClusteringS2S":39.35,"BiorxivClusteringP2P":37.77,"BiorxivClusteringS2S":34.68,"MedrxivClusteringP2P":32.77,"MedrxivClusteringS2S":31.85,"RedditClustering":64.09,"RedditClusteringP2P":65.12,"StackExchangeClustering":72.05,"StackExchangeClusteringP2P":34.04,"TwentyNewsgroupsClustering":54.81}
+{"index":187,"Rank":33,"Model":"sf_model_e5<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.61,"ArxivClusteringP2P":48.73,"ArxivClusteringS2S":42.87,"BiorxivClusteringP2P":39.73,"BiorxivClusteringS2S":37.24,"MedrxivClusteringP2P":34.31,"MedrxivClusteringS2S":32.18,"RedditClustering":59.43,"RedditClusteringP2P":64.54,"StackExchangeClustering":65.08,"StackExchangeClusteringP2P":35.52,"TwentyNewsgroupsClustering":53.12}
{"index":38,"Rank":34,"Model":"Cohere-embed-multilingual-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.6,"ArxivClusteringP2P":48.16,"ArxivClusteringS2S":40.79,"BiorxivClusteringP2P":40.5,"BiorxivClusteringS2S":36.91,"MedrxivClusteringP2P":36.18,"MedrxivClusteringS2S":33.44,"RedditClustering":58.11,"RedditClusteringP2P":65.02,"StackExchangeClustering":68.12,"StackExchangeClusteringP2P":35.22,"TwentyNewsgroupsClustering":50.14}
-{"index":131,"Rank":35,"Model":"GIST-large-Embedding-v0<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.55,"ArxivClusteringP2P":48.5,"ArxivClusteringS2S":42.58,"BiorxivClusteringP2P":39.34,"BiorxivClusteringS2S":36.18,"MedrxivClusteringP2P":34.48,"MedrxivClusteringS2S":32.26,"RedditClustering":60.62,"RedditClusteringP2P":63.29,"StackExchangeClustering":66.47,"StackExchangeClusteringP2P":36.4,"TwentyNewsgroupsClustering":51.91}
-{"index":313,"Rank":36,"Model":"b1ade-embed<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.46,"ArxivClusteringP2P":48.66,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.81,"BiorxivClusteringS2S":36.63,"MedrxivClusteringP2P":33.63,"MedrxivClusteringS2S":31.7,"RedditClustering":59.77,"RedditClusteringP2P":63.79,"StackExchangeClustering":66.31,"StackExchangeClusteringP2P":34.99,"TwentyNewsgroupsClustering":52.98}
-{"index":70,"Rank":37,"Model":"LLM2Vec-Meta-Llama-3-supervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":46.45,"ArxivClusteringP2P":44.27,"ArxivClusteringS2S":46.85,"BiorxivClusteringP2P":32.35,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":30.71,"MedrxivClusteringS2S":32.96,"RedditClustering":61.72,"RedditClusteringP2P":63.98,"StackExchangeClustering":72.74,"StackExchangeClusteringP2P":32.26,"TwentyNewsgroupsClustering":56.41}
-{"index":192,"Rank":38,"Model":"echo-mistral-7b-instruct-lasttoken<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":46.32,"ArxivClusteringP2P":47.02,"ArxivClusteringS2S":43.52,"BiorxivClusteringP2P":35.53,"BiorxivClusteringS2S":35.34,"MedrxivClusteringP2P":30.27,"MedrxivClusteringS2S":29.67,"RedditClustering":61.77,"RedditClusteringP2P":66.01,"StackExchangeClustering":72.04,"StackExchangeClusteringP2P":35.29,"TwentyNewsgroupsClustering":53.04}
-{"index":342,"Rank":39,"Model":"text-embedding-3-large-256<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.23,"ArxivClusteringP2P":47.05,"ArxivClusteringS2S":42.59,"BiorxivClusteringP2P":35.43,"BiorxivClusteringS2S":33.86,"MedrxivClusteringP2P":32.1,"MedrxivClusteringS2S":31.15,"RedditClustering":60.18,"RedditClusteringP2P":64.71,"StackExchangeClustering":71.23,"StackExchangeClusteringP2P":35.95,"TwentyNewsgroupsClustering":54.24}
-{"index":129,"Rank":40,"Model":"GIST-Embedding-v0<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":46.21,"ArxivClusteringP2P":48.29,"ArxivClusteringS2S":42.74,"BiorxivClusteringP2P":39.04,"BiorxivClusteringS2S":36.67,"MedrxivClusteringP2P":33.92,"MedrxivClusteringS2S":32.25,"RedditClustering":59.11,"RedditClusteringP2P":62.44,"StackExchangeClustering":66.14,"StackExchangeClusteringP2P":35.59,"TwentyNewsgroupsClustering":52.16}
-{"index":273,"Rank":41,"Model":"gte-base<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":46.2,"ArxivClusteringP2P":48.6,"ArxivClusteringS2S":43.01,"BiorxivClusteringP2P":38.2,"BiorxivClusteringS2S":36.59,"MedrxivClusteringP2P":33.17,"MedrxivClusteringS2S":31.77,"RedditClustering":59.33,"RedditClusteringP2P":62.59,"StackExchangeClustering":66.64,"StackExchangeClusteringP2P":36.0,"TwentyNewsgroupsClustering":52.31}
-{"index":23,"Rank":42,"Model":"bge-large-en-v1.5<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.08,"ArxivClusteringP2P":48.57,"ArxivClusteringS2S":43.19,"BiorxivClusteringP2P":39.71,"BiorxivClusteringS2S":36.9,"MedrxivClusteringP2P":32.56,"MedrxivClusteringS2S":31.47,"RedditClustering":57.24,"RedditClusteringP2P":64.66,"StackExchangeClustering":66.4,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":51.27}
-{"index":238,"Rank":43,"Model":"bge-large-en-v1.5-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.08,"ArxivClusteringP2P":48.57,"ArxivClusteringS2S":43.19,"BiorxivClusteringP2P":39.71,"BiorxivClusteringS2S":36.9,"MedrxivClusteringP2P":32.56,"MedrxivClusteringS2S":31.47,"RedditClustering":57.24,"RedditClusteringP2P":64.66,"StackExchangeClustering":66.4,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":51.27}
-{"index":237,"Rank":44,"Model":"bge-large-en-v1.5-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.08,"ArxivClusteringP2P":48.57,"ArxivClusteringS2S":43.19,"BiorxivClusteringP2P":39.71,"BiorxivClusteringS2S":36.9,"MedrxivClusteringP2P":32.56,"MedrxivClusteringS2S":31.47,"RedditClustering":57.24,"RedditClusteringP2P":64.66,"StackExchangeClustering":66.4,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":51.27}
-{"index":208,"Rank":45,"Model":"mxbai-embed-2d-large-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.07,"ArxivClusteringP2P":48.29,"ArxivClusteringS2S":42.34,"BiorxivClusteringP2P":39.73,"BiorxivClusteringS2S":36.95,"MedrxivClusteringP2P":33.66,"MedrxivClusteringS2S":32.22,"RedditClustering":57.93,"RedditClusteringP2P":62.47,"StackExchangeClustering":66.41,"StackExchangeClusteringP2P":35.32,"TwentyNewsgroupsClustering":51.48}
-{"index":341,"Rank":46,"Model":"text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.9,"ArxivClusteringP2P":45.01,"ArxivClusteringS2S":36.85,"BiorxivClusteringP2P":36.66,"BiorxivClusteringS2S":34.21,"MedrxivClusteringP2P":32.6,"MedrxivClusteringS2S":30.8,"RedditClustering":61.42,"RedditClusteringP2P":64.13,"StackExchangeClustering":72.22,"StackExchangeClusteringP2P":38.49,"TwentyNewsgroupsClustering":52.56}
+{"index":134,"Rank":35,"Model":"GIST-large-Embedding-v0<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.55,"ArxivClusteringP2P":48.5,"ArxivClusteringS2S":42.58,"BiorxivClusteringP2P":39.34,"BiorxivClusteringS2S":36.18,"MedrxivClusteringP2P":34.48,"MedrxivClusteringS2S":32.26,"RedditClustering":60.62,"RedditClusteringP2P":63.29,"StackExchangeClustering":66.47,"StackExchangeClusteringP2P":36.4,"TwentyNewsgroupsClustering":51.91}
+{"index":324,"Rank":36,"Model":"b1ade-embed<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.46,"ArxivClusteringP2P":48.66,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.81,"BiorxivClusteringS2S":36.63,"MedrxivClusteringP2P":33.63,"MedrxivClusteringS2S":31.7,"RedditClustering":59.77,"RedditClusteringP2P":63.79,"StackExchangeClustering":66.31,"StackExchangeClusteringP2P":34.99,"TwentyNewsgroupsClustering":52.98}
+{"index":71,"Rank":37,"Model":"LLM2Vec-Meta-Llama-3-supervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":46.45,"ArxivClusteringP2P":44.27,"ArxivClusteringS2S":46.85,"BiorxivClusteringP2P":32.35,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":30.71,"MedrxivClusteringS2S":32.96,"RedditClustering":61.72,"RedditClusteringP2P":63.98,"StackExchangeClustering":72.74,"StackExchangeClusteringP2P":32.26,"TwentyNewsgroupsClustering":56.41}
+{"index":195,"Rank":38,"Model":"echo-mistral-7b-instruct-lasttoken<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":46.32,"ArxivClusteringP2P":47.02,"ArxivClusteringS2S":43.52,"BiorxivClusteringP2P":35.53,"BiorxivClusteringS2S":35.34,"MedrxivClusteringP2P":30.27,"MedrxivClusteringS2S":29.67,"RedditClustering":61.77,"RedditClusteringP2P":66.01,"StackExchangeClustering":72.04,"StackExchangeClusteringP2P":35.29,"TwentyNewsgroupsClustering":53.04}
+{"index":354,"Rank":39,"Model":"text-embedding-3-large-256<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.23,"ArxivClusteringP2P":47.05,"ArxivClusteringS2S":42.59,"BiorxivClusteringP2P":35.43,"BiorxivClusteringS2S":33.86,"MedrxivClusteringP2P":32.1,"MedrxivClusteringS2S":31.15,"RedditClustering":60.18,"RedditClusteringP2P":64.71,"StackExchangeClustering":71.23,"StackExchangeClusteringP2P":35.95,"TwentyNewsgroupsClustering":54.24}
+{"index":132,"Rank":40,"Model":"GIST-Embedding-v0<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":46.21,"ArxivClusteringP2P":48.29,"ArxivClusteringS2S":42.74,"BiorxivClusteringP2P":39.04,"BiorxivClusteringS2S":36.67,"MedrxivClusteringP2P":33.92,"MedrxivClusteringS2S":32.25,"RedditClustering":59.11,"RedditClusteringP2P":62.44,"StackExchangeClustering":66.14,"StackExchangeClusteringP2P":35.59,"TwentyNewsgroupsClustering":52.16}
+{"index":276,"Rank":41,"Model":"gte-base<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":46.2,"ArxivClusteringP2P":48.6,"ArxivClusteringS2S":43.01,"BiorxivClusteringP2P":38.2,"BiorxivClusteringS2S":36.59,"MedrxivClusteringP2P":33.17,"MedrxivClusteringS2S":31.77,"RedditClustering":59.33,"RedditClusteringP2P":62.59,"StackExchangeClustering":66.64,"StackExchangeClusteringP2P":36.0,"TwentyNewsgroupsClustering":52.31}
+{"index":241,"Rank":42,"Model":"bge-large-en-v1.5-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.08,"ArxivClusteringP2P":48.57,"ArxivClusteringS2S":43.19,"BiorxivClusteringP2P":39.71,"BiorxivClusteringS2S":36.9,"MedrxivClusteringP2P":32.56,"MedrxivClusteringS2S":31.47,"RedditClustering":57.24,"RedditClusteringP2P":64.66,"StackExchangeClustering":66.4,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":51.27}
+{"index":240,"Rank":43,"Model":"bge-large-en-v1.5-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":46.08,"ArxivClusteringP2P":48.57,"ArxivClusteringS2S":43.19,"BiorxivClusteringP2P":39.71,"BiorxivClusteringS2S":36.9,"MedrxivClusteringP2P":32.56,"MedrxivClusteringS2S":31.47,"RedditClustering":57.24,"RedditClusteringP2P":64.66,"StackExchangeClustering":66.4,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":51.27}
+{"index":23,"Rank":44,"Model":"bge-large-en-v1.5<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.08,"ArxivClusteringP2P":48.57,"ArxivClusteringS2S":43.19,"BiorxivClusteringP2P":39.71,"BiorxivClusteringS2S":36.9,"MedrxivClusteringP2P":32.56,"MedrxivClusteringS2S":31.47,"RedditClustering":57.24,"RedditClusteringP2P":64.66,"StackExchangeClustering":66.4,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":51.27}
+{"index":211,"Rank":45,"Model":"mxbai-embed-2d-large-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":46.07,"ArxivClusteringP2P":48.29,"ArxivClusteringS2S":42.34,"BiorxivClusteringP2P":39.73,"BiorxivClusteringS2S":36.95,"MedrxivClusteringP2P":33.66,"MedrxivClusteringS2S":32.22,"RedditClustering":57.93,"RedditClusteringP2P":62.47,"StackExchangeClustering":66.41,"StackExchangeClusteringP2P":35.32,"TwentyNewsgroupsClustering":51.48}
+{"index":353,"Rank":46,"Model":"text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.9,"ArxivClusteringP2P":45.01,"ArxivClusteringS2S":36.85,"BiorxivClusteringP2P":36.66,"BiorxivClusteringS2S":34.21,"MedrxivClusteringP2P":32.6,"MedrxivClusteringS2S":30.8,"RedditClustering":61.42,"RedditClusteringP2P":64.13,"StackExchangeClustering":72.22,"StackExchangeClusteringP2P":38.49,"TwentyNewsgroupsClustering":52.56}
{"index":21,"Rank":47,"Model":"bge-base-en-v1.5<\/a>","Model Size (Million Parameters)":438,"Memory Usage (GB, fp32)":1.63,"Average":45.81,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.44,"BiorxivClusteringS2S":36.62,"MedrxivClusteringP2P":33.21,"MedrxivClusteringS2S":31.68,"RedditClustering":56.61,"RedditClusteringP2P":62.66,"StackExchangeClustering":66.11,"StackExchangeClusteringP2P":35.24,"TwentyNewsgroupsClustering":50.75}
-{"index":194,"Rank":48,"Model":"privacy_embedding_rag_10k_base_12_final<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
-{"index":277,"Rank":49,"Model":"bge-base-en-v1.5<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
-{"index":197,"Rank":50,"Model":"privacy_embedding_rag_10k_base_final<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
-{"index":134,"Rank":51,"Model":"bge-base-en-v1-5-seqlen-384-bs-1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
-{"index":196,"Rank":52,"Model":"privacy_embedding_rag_10k_base_checkpoint_2<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
-{"index":195,"Rank":53,"Model":"privacy_embedding_rag_10k_base_15_final<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
-{"index":105,"Rank":54,"Model":"ember-v1-Q4_K_S-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.58,"ArxivClusteringP2P":48.58,"ArxivClusteringS2S":43.14,"BiorxivClusteringP2P":38.84,"BiorxivClusteringS2S":36.38,"MedrxivClusteringP2P":31.96,"MedrxivClusteringS2S":30.88,"RedditClustering":57.61,"RedditClusteringP2P":64.03,"StackExchangeClustering":65.54,"StackExchangeClusteringP2P":33.98,"TwentyNewsgroupsClustering":50.41}
-{"index":201,"Rank":55,"Model":"ember-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":45.58,"ArxivClusteringP2P":48.58,"ArxivClusteringS2S":43.14,"BiorxivClusteringP2P":38.84,"BiorxivClusteringS2S":36.38,"MedrxivClusteringP2P":31.96,"MedrxivClusteringS2S":30.88,"RedditClustering":57.61,"RedditClusteringP2P":64.03,"StackExchangeClustering":65.54,"StackExchangeClusteringP2P":33.98,"TwentyNewsgroupsClustering":50.41}
-{"index":72,"Rank":56,"Model":"LLM2Vec-Mistral-supervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":45.54,"ArxivClusteringP2P":42.81,"ArxivClusteringS2S":44.24,"BiorxivClusteringP2P":34.27,"BiorxivClusteringS2S":35.53,"MedrxivClusteringP2P":31.07,"MedrxivClusteringS2S":31.27,"RedditClustering":60.24,"RedditClusteringP2P":64.12,"StackExchangeClustering":70.73,"StackExchangeClusteringP2P":34.5,"TwentyNewsgroupsClustering":52.18}
-{"index":121,"Rank":57,"Model":"EminEmbed-multilingual-v1.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.42,"ArxivClusteringP2P":47.58,"ArxivClusteringS2S":38.99,"BiorxivClusteringP2P":40.11,"BiorxivClusteringS2S":33.34,"MedrxivClusteringP2P":35.17,"MedrxivClusteringS2S":32.57,"RedditClustering":56.46,"RedditClusteringP2P":64.01,"StackExchangeClustering":67.16,"StackExchangeClusteringP2P":34.75,"TwentyNewsgroupsClustering":49.51}
-{"index":164,"Rank":58,"Model":"instructor-large<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":45.29,"ArxivClusteringP2P":43.16,"ArxivClusteringS2S":32.56,"BiorxivClusteringP2P":37.62,"BiorxivClusteringS2S":31.33,"MedrxivClusteringP2P":34.22,"MedrxivClusteringS2S":32.0,"RedditClustering":63.65,"RedditClusteringP2P":64.63,"StackExchangeClustering":68.78,"StackExchangeClusteringP2P":36.15,"TwentyNewsgroupsClustering":54.13}
-{"index":68,"Rank":59,"Model":"LLM2Vec-Llama-2-supervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":45.24,"ArxivClusteringP2P":43.14,"ArxivClusteringS2S":42.38,"BiorxivClusteringP2P":35.88,"BiorxivClusteringS2S":34.81,"MedrxivClusteringP2P":32.23,"MedrxivClusteringS2S":31.37,"RedditClustering":61.1,"RedditClusteringP2P":64.52,"StackExchangeClustering":67.98,"StackExchangeClusteringP2P":33.2,"TwentyNewsgroupsClustering":51.04}
+{"index":137,"Rank":48,"Model":"bge-base-en-v1-5-seqlen-384-bs-1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
+{"index":197,"Rank":49,"Model":"privacy_embedding_rag_10k_base_12_final<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
+{"index":280,"Rank":50,"Model":"bge-base-en-v1.5<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
+{"index":199,"Rank":51,"Model":"privacy_embedding_rag_10k_base_checkpoint_2<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
+{"index":198,"Rank":52,"Model":"privacy_embedding_rag_10k_base_15_final<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
+{"index":200,"Rank":53,"Model":"privacy_embedding_rag_10k_base_final<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":45.77,"ArxivClusteringP2P":48.75,"ArxivClusteringS2S":42.81,"BiorxivClusteringP2P":39.1,"BiorxivClusteringS2S":36.7,"MedrxivClusteringP2P":32.95,"MedrxivClusteringS2S":31.56,"RedditClustering":56.24,"RedditClusteringP2P":62.88,"StackExchangeClustering":65.95,"StackExchangeClusteringP2P":35.01,"TwentyNewsgroupsClustering":51.47}
+{"index":204,"Rank":54,"Model":"ember-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":45.58,"ArxivClusteringP2P":48.58,"ArxivClusteringS2S":43.14,"BiorxivClusteringP2P":38.84,"BiorxivClusteringS2S":36.38,"MedrxivClusteringP2P":31.96,"MedrxivClusteringS2S":30.88,"RedditClustering":57.61,"RedditClusteringP2P":64.03,"StackExchangeClustering":65.54,"StackExchangeClusteringP2P":33.98,"TwentyNewsgroupsClustering":50.41}
+{"index":106,"Rank":55,"Model":"ember-v1-Q4_K_S-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.58,"ArxivClusteringP2P":48.58,"ArxivClusteringS2S":43.14,"BiorxivClusteringP2P":38.84,"BiorxivClusteringS2S":36.38,"MedrxivClusteringP2P":31.96,"MedrxivClusteringS2S":30.88,"RedditClustering":57.61,"RedditClusteringP2P":64.03,"StackExchangeClustering":65.54,"StackExchangeClusteringP2P":33.98,"TwentyNewsgroupsClustering":50.41}
+{"index":73,"Rank":56,"Model":"LLM2Vec-Mistral-supervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":45.54,"ArxivClusteringP2P":42.81,"ArxivClusteringS2S":44.24,"BiorxivClusteringP2P":34.27,"BiorxivClusteringS2S":35.53,"MedrxivClusteringP2P":31.07,"MedrxivClusteringS2S":31.27,"RedditClustering":60.24,"RedditClusteringP2P":64.12,"StackExchangeClustering":70.73,"StackExchangeClusteringP2P":34.5,"TwentyNewsgroupsClustering":52.18}
+{"index":122,"Rank":57,"Model":"EminEmbed-multilingual-v1.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.42,"ArxivClusteringP2P":47.58,"ArxivClusteringS2S":38.99,"BiorxivClusteringP2P":40.11,"BiorxivClusteringS2S":33.34,"MedrxivClusteringP2P":35.17,"MedrxivClusteringS2S":32.57,"RedditClustering":56.46,"RedditClusteringP2P":64.01,"StackExchangeClustering":67.16,"StackExchangeClusteringP2P":34.75,"TwentyNewsgroupsClustering":49.51}
+{"index":167,"Rank":58,"Model":"instructor-large<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":45.29,"ArxivClusteringP2P":43.16,"ArxivClusteringS2S":32.56,"BiorxivClusteringP2P":37.62,"BiorxivClusteringS2S":31.33,"MedrxivClusteringP2P":34.22,"MedrxivClusteringS2S":32.0,"RedditClustering":63.65,"RedditClusteringP2P":64.63,"StackExchangeClustering":68.78,"StackExchangeClusteringP2P":36.15,"TwentyNewsgroupsClustering":54.13}
+{"index":69,"Rank":59,"Model":"LLM2Vec-Llama-2-supervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":45.24,"ArxivClusteringP2P":43.14,"ArxivClusteringS2S":42.38,"BiorxivClusteringP2P":35.88,"BiorxivClusteringS2S":34.81,"MedrxivClusteringP2P":32.23,"MedrxivClusteringS2S":31.37,"RedditClustering":61.1,"RedditClusteringP2P":64.52,"StackExchangeClustering":67.98,"StackExchangeClusteringP2P":33.2,"TwentyNewsgroupsClustering":51.04}
{"index":0,"Rank":60,"Model":"google-gecko-256.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":45.07,"ArxivClusteringP2P":44.12,"ArxivClusteringS2S":36.54,"BiorxivClusteringP2P":36.28,"BiorxivClusteringS2S":33.09,"MedrxivClusteringP2P":32.08,"MedrxivClusteringS2S":30.84,"RedditClustering":62.24,"RedditClusteringP2P":63.7,"StackExchangeClustering":70.19,"StackExchangeClusteringP2P":36.1,"TwentyNewsgroupsClustering":50.6}
-{"index":212,"Rank":61,"Model":"bge-base-en-v1.5-quant<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.06,"ArxivClusteringP2P":48.5,"ArxivClusteringS2S":42.01,"BiorxivClusteringP2P":39.3,"BiorxivClusteringS2S":35.65,"MedrxivClusteringP2P":32.8,"MedrxivClusteringS2S":30.96,"RedditClustering":55.69,"RedditClusteringP2P":62.33,"StackExchangeClustering":64.81,"StackExchangeClusteringP2P":34.08,"TwentyNewsgroupsClustering":49.5}
-{"index":133,"Rank":62,"Model":"NoInstruct-small-Embedding-v0<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":44.95,"ArxivClusteringP2P":47.78,"ArxivClusteringS2S":40.13,"BiorxivClusteringP2P":39.4,"BiorxivClusteringS2S":35.1,"MedrxivClusteringP2P":34.71,"MedrxivClusteringS2S":32.15,"RedditClustering":55.4,"RedditClusteringP2P":61.23,"StackExchangeClustering":62.05,"StackExchangeClusteringP2P":36.65,"TwentyNewsgroupsClustering":49.86}
-{"index":166,"Rank":63,"Model":"stella-base-en-v2<\/a>","Model Size (Million Parameters)":55,"Memory Usage (GB, fp32)":0.2,"Average":44.9,"ArxivClusteringP2P":47.24,"ArxivClusteringS2S":40.47,"BiorxivClusteringP2P":39.56,"BiorxivClusteringS2S":35.91,"MedrxivClusteringP2P":33.25,"MedrxivClusteringS2S":31.96,"RedditClustering":55.07,"RedditClusteringP2P":62.12,"StackExchangeClustering":64.47,"StackExchangeClusteringP2P":33.8,"TwentyNewsgroupsClustering":50.08}
-{"index":275,"Rank":64,"Model":"gte-small<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":44.89,"ArxivClusteringP2P":47.9,"ArxivClusteringS2S":40.26,"BiorxivClusteringP2P":38.37,"BiorxivClusteringS2S":35.49,"MedrxivClusteringP2P":33.78,"MedrxivClusteringS2S":32.07,"RedditClustering":55.62,"RedditClusteringP2P":61.39,"StackExchangeClustering":62.63,"StackExchangeClusteringP2P":36.33,"TwentyNewsgroupsClustering":49.95}
-{"index":132,"Rank":65,"Model":"GIST-small-Embedding-v0<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":44.82,"ArxivClusteringP2P":47.62,"ArxivClusteringS2S":39.86,"BiorxivClusteringP2P":39.22,"BiorxivClusteringS2S":35.43,"MedrxivClusteringP2P":34.5,"MedrxivClusteringS2S":32.16,"RedditClustering":55.51,"RedditClusteringP2P":60.64,"StackExchangeClustering":61.91,"StackExchangeClusteringP2P":36.16,"TwentyNewsgroupsClustering":50.01}
-{"index":165,"Rank":66,"Model":"instructor-xl<\/a>","Model Size (Million Parameters)":1241,"Memory Usage (GB, fp32)":4.62,"Average":44.74,"ArxivClusteringP2P":42.45,"ArxivClusteringS2S":32.21,"BiorxivClusteringP2P":37.37,"BiorxivClusteringS2S":30.55,"MedrxivClusteringP2P":33.19,"MedrxivClusteringS2S":30.79,"RedditClustering":63.49,"RedditClusteringP2P":65.13,"StackExchangeClustering":68.44,"StackExchangeClusteringP2P":35.17,"TwentyNewsgroupsClustering":53.38}
+{"index":215,"Rank":61,"Model":"bge-base-en-v1.5-quant<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":45.06,"ArxivClusteringP2P":48.5,"ArxivClusteringS2S":42.01,"BiorxivClusteringP2P":39.3,"BiorxivClusteringS2S":35.65,"MedrxivClusteringP2P":32.8,"MedrxivClusteringS2S":30.96,"RedditClustering":55.69,"RedditClusteringP2P":62.33,"StackExchangeClustering":64.81,"StackExchangeClusteringP2P":34.08,"TwentyNewsgroupsClustering":49.5}
+{"index":136,"Rank":62,"Model":"NoInstruct-small-Embedding-v0<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":44.95,"ArxivClusteringP2P":47.78,"ArxivClusteringS2S":40.13,"BiorxivClusteringP2P":39.4,"BiorxivClusteringS2S":35.1,"MedrxivClusteringP2P":34.71,"MedrxivClusteringS2S":32.15,"RedditClustering":55.4,"RedditClusteringP2P":61.23,"StackExchangeClustering":62.05,"StackExchangeClusteringP2P":36.65,"TwentyNewsgroupsClustering":49.86}
+{"index":169,"Rank":63,"Model":"stella-base-en-v2<\/a>","Model Size (Million Parameters)":55,"Memory Usage (GB, fp32)":0.2,"Average":44.9,"ArxivClusteringP2P":47.24,"ArxivClusteringS2S":40.47,"BiorxivClusteringP2P":39.56,"BiorxivClusteringS2S":35.91,"MedrxivClusteringP2P":33.25,"MedrxivClusteringS2S":31.96,"RedditClustering":55.07,"RedditClusteringP2P":62.12,"StackExchangeClustering":64.47,"StackExchangeClusteringP2P":33.8,"TwentyNewsgroupsClustering":50.08}
+{"index":278,"Rank":64,"Model":"gte-small<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":44.89,"ArxivClusteringP2P":47.9,"ArxivClusteringS2S":40.26,"BiorxivClusteringP2P":38.37,"BiorxivClusteringS2S":35.49,"MedrxivClusteringP2P":33.78,"MedrxivClusteringS2S":32.07,"RedditClustering":55.62,"RedditClusteringP2P":61.39,"StackExchangeClustering":62.63,"StackExchangeClusteringP2P":36.33,"TwentyNewsgroupsClustering":49.95}
+{"index":135,"Rank":65,"Model":"GIST-small-Embedding-v0<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":44.82,"ArxivClusteringP2P":47.62,"ArxivClusteringS2S":39.86,"BiorxivClusteringP2P":39.22,"BiorxivClusteringS2S":35.43,"MedrxivClusteringP2P":34.5,"MedrxivClusteringS2S":32.16,"RedditClustering":55.51,"RedditClusteringP2P":60.64,"StackExchangeClustering":61.91,"StackExchangeClusteringP2P":36.16,"TwentyNewsgroupsClustering":50.01}
+{"index":168,"Rank":66,"Model":"instructor-xl<\/a>","Model Size (Million Parameters)":1241,"Memory Usage (GB, fp32)":4.62,"Average":44.74,"ArxivClusteringP2P":42.45,"ArxivClusteringS2S":32.21,"BiorxivClusteringP2P":37.37,"BiorxivClusteringS2S":30.55,"MedrxivClusteringP2P":33.19,"MedrxivClusteringS2S":30.79,"RedditClustering":63.49,"RedditClusteringP2P":65.13,"StackExchangeClustering":68.44,"StackExchangeClusteringP2P":35.17,"TwentyNewsgroupsClustering":53.38}
{"index":35,"Rank":67,"Model":"Cohere-embed-english-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":44.64,"ArxivClusteringP2P":46.19,"ArxivClusteringS2S":37.58,"BiorxivClusteringP2P":38.97,"BiorxivClusteringS2S":34.52,"MedrxivClusteringP2P":37.66,"MedrxivClusteringS2S":33.54,"RedditClustering":53.5,"RedditClusteringP2P":63.59,"StackExchangeClustering":62.94,"StackExchangeClusteringP2P":36.48,"TwentyNewsgroupsClustering":46.06}
-{"index":61,"Rank":68,"Model":"bilingual-embedding-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":44.62,"ArxivClusteringP2P":46.18,"ArxivClusteringS2S":38.95,"BiorxivClusteringP2P":37.41,"BiorxivClusteringS2S":34.95,"MedrxivClusteringP2P":33.66,"MedrxivClusteringS2S":32.24,"RedditClustering":57.02,"RedditClusteringP2P":63.4,"StackExchangeClustering":63.53,"StackExchangeClusteringP2P":34.48,"TwentyNewsgroupsClustering":49.01}
-{"index":57,"Rank":69,"Model":"e5-large-v2-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":44.49,"ArxivClusteringP2P":45.55,"ArxivClusteringS2S":41.02,"BiorxivClusteringP2P":37.36,"BiorxivClusteringS2S":34.85,"MedrxivClusteringP2P":31.82,"MedrxivClusteringS2S":30.38,"RedditClustering":55.83,"RedditClusteringP2P":63.38,"StackExchangeClustering":65.92,"StackExchangeClusteringP2P":33.67,"TwentyNewsgroupsClustering":49.6}
-{"index":20,"Rank":70,"Model":"gte-multilingual-base<\/a>","Model Size (Million Parameters)":305,"Memory Usage (GB, fp32)":1.14,"Average":44.31,"ArxivClusteringP2P":46.02,"ArxivClusteringS2S":41.07,"BiorxivClusteringP2P":37.59,"BiorxivClusteringS2S":34.21,"MedrxivClusteringP2P":33.05,"MedrxivClusteringS2S":31.97,"RedditClustering":55.72,"RedditClusteringP2P":62.25,"StackExchangeClustering":63.42,"StackExchangeClusteringP2P":31.71,"TwentyNewsgroupsClustering":50.35}
-{"index":193,"Rank":71,"Model":"intention<\/a>","Model Size (Million Parameters)":306,"Memory Usage (GB, fp32)":1.14,"Average":44.31,"ArxivClusteringP2P":46.02,"ArxivClusteringS2S":41.07,"BiorxivClusteringP2P":37.59,"BiorxivClusteringS2S":34.21,"MedrxivClusteringP2P":33.05,"MedrxivClusteringS2S":31.97,"RedditClustering":55.72,"RedditClusteringP2P":62.25,"StackExchangeClustering":63.42,"StackExchangeClusteringP2P":31.71,"TwentyNewsgroupsClustering":50.35}
-{"index":170,"Rank":72,"Model":"e5-large-v2<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":44.26,"ArxivClusteringP2P":45.55,"ArxivClusteringS2S":41.02,"BiorxivClusteringP2P":36.72,"BiorxivClusteringS2S":35.47,"MedrxivClusteringP2P":31.45,"MedrxivClusteringS2S":29.91,"RedditClustering":55.5,"RedditClusteringP2P":63.71,"StackExchangeClustering":65.23,"StackExchangeClusteringP2P":33.62,"TwentyNewsgroupsClustering":48.73}
-{"index":168,"Rank":73,"Model":"e5-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":44.1,"ArxivClusteringP2P":46.1,"ArxivClusteringS2S":39.67,"BiorxivClusteringP2P":37.12,"BiorxivClusteringS2S":33.41,"MedrxivClusteringP2P":31.82,"MedrxivClusteringS2S":29.68,"RedditClustering":56.54,"RedditClusteringP2P":63.23,"StackExchangeClustering":64.6,"StackExchangeClusteringP2P":33.02,"TwentyNewsgroupsClustering":49.86}
-{"index":331,"Rank":74,"Model":"nomic-embed-text-v1.5-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":43.93,"ArxivClusteringP2P":45.69,"ArxivClusteringS2S":36.35,"BiorxivClusteringP2P":38.77,"BiorxivClusteringS2S":32.94,"MedrxivClusteringP2P":34.53,"MedrxivClusteringS2S":30.94,"RedditClustering":56.52,"RedditClusteringP2P":61.05,"StackExchangeClustering":63.19,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":49.21}
-{"index":225,"Rank":75,"Model":"nomic-embed-text-v1.5<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.93,"ArxivClusteringP2P":45.69,"ArxivClusteringS2S":36.35,"BiorxivClusteringP2P":38.77,"BiorxivClusteringS2S":32.94,"MedrxivClusteringP2P":34.53,"MedrxivClusteringS2S":30.94,"RedditClustering":56.52,"RedditClusteringP2P":61.05,"StackExchangeClustering":63.19,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":49.21}
-{"index":122,"Rank":76,"Model":"nomic-embed-text-v1.5-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":43.93,"ArxivClusteringP2P":45.69,"ArxivClusteringS2S":36.35,"BiorxivClusteringP2P":38.77,"BiorxivClusteringS2S":32.94,"MedrxivClusteringP2P":34.53,"MedrxivClusteringS2S":30.94,"RedditClustering":56.52,"RedditClusteringP2P":61.05,"StackExchangeClustering":63.19,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":49.21}
-{"index":101,"Rank":77,"Model":"nomic-embed-text-v1.5-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":43.93,"ArxivClusteringP2P":45.69,"ArxivClusteringS2S":36.35,"BiorxivClusteringP2P":38.77,"BiorxivClusteringS2S":32.94,"MedrxivClusteringP2P":34.53,"MedrxivClusteringS2S":30.94,"RedditClustering":56.52,"RedditClusteringP2P":61.05,"StackExchangeClustering":63.19,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":49.21}
-{"index":218,"Rank":78,"Model":"nomic-embed-text-v1<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.91,"ArxivClusteringP2P":45.93,"ArxivClusteringS2S":36.65,"BiorxivClusteringP2P":38.49,"BiorxivClusteringS2S":32.76,"MedrxivClusteringP2P":33.74,"MedrxivClusteringS2S":30.64,"RedditClustering":56.32,"RedditClusteringP2P":61.9,"StackExchangeClustering":64.31,"StackExchangeClusteringP2P":33.26,"TwentyNewsgroupsClustering":49.06}
-{"index":29,"Rank":79,"Model":"UniVaR-lambda-20<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.91,"ArxivClusteringP2P":45.93,"ArxivClusteringS2S":36.65,"BiorxivClusteringP2P":38.49,"BiorxivClusteringS2S":32.76,"MedrxivClusteringP2P":33.74,"MedrxivClusteringS2S":30.64,"RedditClustering":56.32,"RedditClusteringP2P":61.9,"StackExchangeClustering":64.31,"StackExchangeClusteringP2P":33.26,"TwentyNewsgroupsClustering":49.06}
-{"index":31,"Rank":80,"Model":"UniVaR-lambda-80<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.91,"ArxivClusteringP2P":45.93,"ArxivClusteringS2S":36.65,"BiorxivClusteringP2P":38.49,"BiorxivClusteringS2S":32.76,"MedrxivClusteringP2P":33.74,"MedrxivClusteringS2S":30.64,"RedditClustering":56.32,"RedditClusteringP2P":61.9,"StackExchangeClustering":64.31,"StackExchangeClusteringP2P":33.26,"TwentyNewsgroupsClustering":49.06}
+{"index":125,"Rank":68,"Model":"bilingual-embedding-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":44.62,"ArxivClusteringP2P":46.18,"ArxivClusteringS2S":38.95,"BiorxivClusteringP2P":37.41,"BiorxivClusteringS2S":34.95,"MedrxivClusteringP2P":33.66,"MedrxivClusteringS2S":32.24,"RedditClustering":57.02,"RedditClusteringP2P":63.4,"StackExchangeClustering":63.53,"StackExchangeClusteringP2P":34.48,"TwentyNewsgroupsClustering":49.01}
+{"index":61,"Rank":69,"Model":"bilingual-embedding-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":44.62,"ArxivClusteringP2P":46.18,"ArxivClusteringS2S":38.95,"BiorxivClusteringP2P":37.41,"BiorxivClusteringS2S":34.95,"MedrxivClusteringP2P":33.66,"MedrxivClusteringS2S":32.24,"RedditClustering":57.02,"RedditClusteringP2P":63.4,"StackExchangeClustering":63.53,"StackExchangeClusteringP2P":34.48,"TwentyNewsgroupsClustering":49.01}
+{"index":57,"Rank":70,"Model":"e5-large-v2-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":44.49,"ArxivClusteringP2P":45.55,"ArxivClusteringS2S":41.02,"BiorxivClusteringP2P":37.36,"BiorxivClusteringS2S":34.85,"MedrxivClusteringP2P":31.82,"MedrxivClusteringS2S":30.38,"RedditClustering":55.83,"RedditClusteringP2P":63.38,"StackExchangeClustering":65.92,"StackExchangeClusteringP2P":33.67,"TwentyNewsgroupsClustering":49.6}
+{"index":196,"Rank":71,"Model":"intention<\/a>","Model Size (Million Parameters)":306,"Memory Usage (GB, fp32)":1.14,"Average":44.31,"ArxivClusteringP2P":46.02,"ArxivClusteringS2S":41.07,"BiorxivClusteringP2P":37.59,"BiorxivClusteringS2S":34.21,"MedrxivClusteringP2P":33.05,"MedrxivClusteringS2S":31.97,"RedditClustering":55.72,"RedditClusteringP2P":62.25,"StackExchangeClustering":63.42,"StackExchangeClusteringP2P":31.71,"TwentyNewsgroupsClustering":50.35}
+{"index":20,"Rank":72,"Model":"gte-multilingual-base<\/a>","Model Size (Million Parameters)":305,"Memory Usage (GB, fp32)":1.14,"Average":44.31,"ArxivClusteringP2P":46.02,"ArxivClusteringS2S":41.07,"BiorxivClusteringP2P":37.59,"BiorxivClusteringS2S":34.21,"MedrxivClusteringP2P":33.05,"MedrxivClusteringS2S":31.97,"RedditClustering":55.72,"RedditClusteringP2P":62.25,"StackExchangeClustering":63.42,"StackExchangeClusteringP2P":31.71,"TwentyNewsgroupsClustering":50.35}
+{"index":173,"Rank":73,"Model":"e5-large-v2<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":44.26,"ArxivClusteringP2P":45.55,"ArxivClusteringS2S":41.02,"BiorxivClusteringP2P":36.72,"BiorxivClusteringS2S":35.47,"MedrxivClusteringP2P":31.45,"MedrxivClusteringS2S":29.91,"RedditClustering":55.5,"RedditClusteringP2P":63.71,"StackExchangeClustering":65.23,"StackExchangeClusteringP2P":33.62,"TwentyNewsgroupsClustering":48.73}
+{"index":171,"Rank":74,"Model":"e5-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":44.1,"ArxivClusteringP2P":46.1,"ArxivClusteringS2S":39.67,"BiorxivClusteringP2P":37.12,"BiorxivClusteringS2S":33.41,"MedrxivClusteringP2P":31.82,"MedrxivClusteringS2S":29.68,"RedditClustering":56.54,"RedditClusteringP2P":63.23,"StackExchangeClustering":64.6,"StackExchangeClusteringP2P":33.02,"TwentyNewsgroupsClustering":49.86}
+{"index":228,"Rank":75,"Model":"nomic-embed-text-v1.5<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.93,"ArxivClusteringP2P":45.69,"ArxivClusteringS2S":36.35,"BiorxivClusteringP2P":38.77,"BiorxivClusteringS2S":32.94,"MedrxivClusteringP2P":34.53,"MedrxivClusteringS2S":30.94,"RedditClustering":56.52,"RedditClusteringP2P":61.05,"StackExchangeClustering":63.19,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":49.21}
+{"index":123,"Rank":76,"Model":"nomic-embed-text-v1.5-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":43.93,"ArxivClusteringP2P":45.69,"ArxivClusteringS2S":36.35,"BiorxivClusteringP2P":38.77,"BiorxivClusteringS2S":32.94,"MedrxivClusteringP2P":34.53,"MedrxivClusteringS2S":30.94,"RedditClustering":56.52,"RedditClusteringP2P":61.05,"StackExchangeClustering":63.19,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":49.21}
+{"index":102,"Rank":77,"Model":"nomic-embed-text-v1.5-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":43.93,"ArxivClusteringP2P":45.69,"ArxivClusteringS2S":36.35,"BiorxivClusteringP2P":38.77,"BiorxivClusteringS2S":32.94,"MedrxivClusteringP2P":34.53,"MedrxivClusteringS2S":30.94,"RedditClustering":56.52,"RedditClusteringP2P":61.05,"StackExchangeClustering":63.19,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":49.21}
+{"index":343,"Rank":78,"Model":"nomic-embed-text-v1.5-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":43.93,"ArxivClusteringP2P":45.69,"ArxivClusteringS2S":36.35,"BiorxivClusteringP2P":38.77,"BiorxivClusteringS2S":32.94,"MedrxivClusteringP2P":34.53,"MedrxivClusteringS2S":30.94,"RedditClustering":56.52,"RedditClusteringP2P":61.05,"StackExchangeClustering":63.19,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":49.21}
+{"index":31,"Rank":79,"Model":"UniVaR-lambda-80<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.91,"ArxivClusteringP2P":45.93,"ArxivClusteringS2S":36.65,"BiorxivClusteringP2P":38.49,"BiorxivClusteringS2S":32.76,"MedrxivClusteringP2P":33.74,"MedrxivClusteringS2S":30.64,"RedditClustering":56.32,"RedditClusteringP2P":61.9,"StackExchangeClustering":64.31,"StackExchangeClusteringP2P":33.26,"TwentyNewsgroupsClustering":49.06}
+{"index":29,"Rank":80,"Model":"UniVaR-lambda-20<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.91,"ArxivClusteringP2P":45.93,"ArxivClusteringS2S":36.65,"BiorxivClusteringP2P":38.49,"BiorxivClusteringS2S":32.76,"MedrxivClusteringP2P":33.74,"MedrxivClusteringS2S":30.64,"RedditClustering":56.32,"RedditClusteringP2P":61.9,"StackExchangeClustering":64.31,"StackExchangeClusteringP2P":33.26,"TwentyNewsgroupsClustering":49.06}
{"index":28,"Rank":81,"Model":"UniVaR-lambda-1<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.91,"ArxivClusteringP2P":45.93,"ArxivClusteringS2S":36.65,"BiorxivClusteringP2P":38.49,"BiorxivClusteringS2S":32.76,"MedrxivClusteringP2P":33.74,"MedrxivClusteringS2S":30.64,"RedditClustering":56.32,"RedditClusteringP2P":61.9,"StackExchangeClustering":64.31,"StackExchangeClusteringP2P":33.26,"TwentyNewsgroupsClustering":49.06}
{"index":30,"Rank":82,"Model":"UniVaR-lambda-5<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.91,"ArxivClusteringP2P":45.93,"ArxivClusteringS2S":36.65,"BiorxivClusteringP2P":38.49,"BiorxivClusteringS2S":32.76,"MedrxivClusteringP2P":33.74,"MedrxivClusteringS2S":30.64,"RedditClustering":56.32,"RedditClusteringP2P":61.9,"StackExchangeClustering":64.31,"StackExchangeClusteringP2P":33.26,"TwentyNewsgroupsClustering":49.06}
-{"index":26,"Rank":83,"Model":"bge-small-en-v1.5<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":43.82,"ArxivClusteringP2P":47.4,"ArxivClusteringS2S":40.02,"BiorxivClusteringP2P":38.47,"BiorxivClusteringS2S":34.72,"MedrxivClusteringP2P":33.06,"MedrxivClusteringS2S":30.86,"RedditClustering":52.32,"RedditClusteringP2P":60.64,"StackExchangeClustering":60.78,"StackExchangeClusteringP2P":35.27,"TwentyNewsgroupsClustering":48.52}
-{"index":156,"Rank":84,"Model":"e5-base-4k<\/a>","Model Size (Million Parameters)":112,"Memory Usage (GB, fp32)":0.42,"Average":43.8,"ArxivClusteringP2P":46.1,"ArxivClusteringS2S":39.67,"BiorxivClusteringP2P":37.5,"BiorxivClusteringS2S":32.72,"MedrxivClusteringP2P":31.46,"MedrxivClusteringS2S":28.99,"RedditClustering":56.16,"RedditClusteringP2P":63.43,"StackExchangeClustering":65.15,"StackExchangeClusteringP2P":32.5,"TwentyNewsgroupsClustering":48.16}
-{"index":265,"Rank":85,"Model":"sentence-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":43.72,"ArxivClusteringP2P":42.89,"ArxivClusteringS2S":33.47,"BiorxivClusteringP2P":36.53,"BiorxivClusteringS2S":28.66,"MedrxivClusteringP2P":32.09,"MedrxivClusteringS2S":26.82,"RedditClustering":58.99,"RedditClusteringP2P":64.46,"StackExchangeClustering":70.78,"StackExchangeClusteringP2P":35.25,"TwentyNewsgroupsClustering":50.93}
-{"index":223,"Rank":86,"Model":"nomic-embed-text-v1.5-512<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":43.71,"ArxivClusteringP2P":45.45,"ArxivClusteringS2S":36.19,"BiorxivClusteringP2P":38.41,"BiorxivClusteringS2S":32.28,"MedrxivClusteringP2P":34.47,"MedrxivClusteringS2S":31.43,"RedditClustering":55.9,"RedditClusteringP2P":60.58,"StackExchangeClustering":62.94,"StackExchangeClusteringP2P":33.81,"TwentyNewsgroupsClustering":49.36}
-{"index":219,"Rank":87,"Model":"nomic-embed-text-v1-ablated<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.7,"ArxivClusteringP2P":45.85,"ArxivClusteringS2S":36.13,"BiorxivClusteringP2P":38.46,"BiorxivClusteringS2S":33.14,"MedrxivClusteringP2P":32.73,"MedrxivClusteringS2S":30.55,"RedditClustering":56.82,"RedditClusteringP2P":61.57,"StackExchangeClustering":63.18,"StackExchangeClusteringP2P":33.51,"TwentyNewsgroupsClustering":48.72}
-{"index":249,"Rank":88,"Model":"all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":43.69,"ArxivClusteringP2P":48.38,"ArxivClusteringS2S":39.72,"BiorxivClusteringP2P":39.62,"BiorxivClusteringS2S":35.02,"MedrxivClusteringP2P":35.58,"MedrxivClusteringS2S":32.87,"RedditClustering":54.82,"RedditClusteringP2P":56.77,"StackExchangeClustering":53.8,"StackExchangeClusteringP2P":34.28,"TwentyNewsgroupsClustering":49.74}
-{"index":74,"Rank":89,"Model":"LLM2Vec-Sheared-Llama-supervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":43.57,"ArxivClusteringP2P":43.47,"ArxivClusteringS2S":39.85,"BiorxivClusteringP2P":37.1,"BiorxivClusteringS2S":34.28,"MedrxivClusteringP2P":33.55,"MedrxivClusteringS2S":31.11,"RedditClustering":53.02,"RedditClusteringP2P":60.47,"StackExchangeClustering":63.04,"StackExchangeClusteringP2P":34.01,"TwentyNewsgroupsClustering":49.37}
-{"index":200,"Rank":90,"Model":"XLM-3B5-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":43.48,"ArxivClusteringP2P":44.44,"ArxivClusteringS2S":34.19,"BiorxivClusteringP2P":37.82,"BiorxivClusteringS2S":32.13,"MedrxivClusteringP2P":33.88,"MedrxivClusteringS2S":32.08,"RedditClustering":54.25,"RedditClusteringP2P":61.28,"StackExchangeClustering":64.7,"StackExchangeClusteringP2P":34.23,"TwentyNewsgroupsClustering":49.31}
-{"index":314,"Rank":91,"Model":"b1ade-embed-kd<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":43.43,"ArxivClusteringP2P":45.8,"ArxivClusteringS2S":37.64,"BiorxivClusteringP2P":38.69,"BiorxivClusteringS2S":34.45,"MedrxivClusteringP2P":32.86,"MedrxivClusteringS2S":34.02,"RedditClustering":54.76,"RedditClusteringP2P":56.28,"StackExchangeClustering":63.95,"StackExchangeClusteringP2P":32.22,"TwentyNewsgroupsClustering":47.07}
-{"index":169,"Rank":92,"Model":"e5-large<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":43.33,"ArxivClusteringP2P":46.19,"ArxivClusteringS2S":41.38,"BiorxivClusteringP2P":37.6,"BiorxivClusteringS2S":35.09,"MedrxivClusteringP2P":32.26,"MedrxivClusteringS2S":29.66,"RedditClustering":50.69,"RedditClusteringP2P":61.37,"StackExchangeClustering":64.96,"StackExchangeClusteringP2P":33.6,"TwentyNewsgroupsClustering":43.81}
-{"index":222,"Rank":93,"Model":"nomic-embed-text-v1.5-256<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":43.16,"ArxivClusteringP2P":44.82,"ArxivClusteringS2S":35.32,"BiorxivClusteringP2P":38.19,"BiorxivClusteringS2S":31.83,"MedrxivClusteringP2P":34.08,"MedrxivClusteringS2S":30.98,"RedditClustering":54.92,"RedditClusteringP2P":60.23,"StackExchangeClustering":61.81,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":48.56}
-{"index":199,"Rank":94,"Model":"XLM-0B6-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":42.97,"ArxivClusteringP2P":45.54,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":39.3,"BiorxivClusteringS2S":35.11,"MedrxivClusteringP2P":34.8,"MedrxivClusteringS2S":32.78,"RedditClustering":49.24,"RedditClusteringP2P":58.82,"StackExchangeClustering":58.89,"StackExchangeClusteringP2P":33.6,"TwentyNewsgroupsClustering":46.13}
-{"index":213,"Rank":95,"Model":"bge-base-en-v1.5-sparse<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":42.88,"ArxivClusteringP2P":46.5,"ArxivClusteringS2S":40.08,"BiorxivClusteringP2P":36.79,"BiorxivClusteringS2S":34.42,"MedrxivClusteringP2P":32.0,"MedrxivClusteringS2S":30.38,"RedditClustering":51.0,"RedditClusteringP2P":59.28,"StackExchangeClustering":60.92,"StackExchangeClusteringP2P":32.98,"TwentyNewsgroupsClustering":47.3}
-{"index":216,"Rank":96,"Model":"bge-small-en-v1.5-quant<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":42.63,"ArxivClusteringP2P":46.92,"ArxivClusteringS2S":39.12,"BiorxivClusteringP2P":37.43,"BiorxivClusteringS2S":33.89,"MedrxivClusteringP2P":31.9,"MedrxivClusteringS2S":30.71,"RedditClustering":50.5,"RedditClusteringP2P":60.3,"StackExchangeClustering":59.26,"StackExchangeClusteringP2P":33.76,"TwentyNewsgroupsClustering":45.09}
-{"index":220,"Rank":97,"Model":"nomic-embed-text-v1-unsupervised<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":42.52,"ArxivClusteringP2P":45.18,"ArxivClusteringS2S":35.91,"BiorxivClusteringP2P":36.57,"BiorxivClusteringS2S":32.05,"MedrxivClusteringP2P":31.35,"MedrxivClusteringS2S":29.56,"RedditClustering":55.37,"RedditClusteringP2P":60.05,"StackExchangeClustering":62.28,"StackExchangeClusteringP2P":33.94,"TwentyNewsgroupsClustering":45.43}
-{"index":257,"Rank":98,"Model":"gtr-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":42.42,"ArxivClusteringP2P":37.9,"ArxivClusteringS2S":32.39,"BiorxivClusteringP2P":30.48,"BiorxivClusteringS2S":27.5,"MedrxivClusteringP2P":29.12,"MedrxivClusteringS2S":27.56,"RedditClustering":64.13,"RedditClusteringP2P":62.84,"StackExchangeClustering":71.43,"StackExchangeClusteringP2P":32.85,"TwentyNewsgroupsClustering":50.44}
-{"index":264,"Rank":99,"Model":"sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":42.34,"ArxivClusteringP2P":41.62,"ArxivClusteringS2S":31.17,"BiorxivClusteringP2P":36.43,"BiorxivClusteringS2S":26.47,"MedrxivClusteringP2P":32.3,"MedrxivClusteringS2S":26.93,"RedditClustering":57.03,"RedditClusteringP2P":62.34,"StackExchangeClustering":67.13,"StackExchangeClusteringP2P":34.79,"TwentyNewsgroupsClustering":49.53}
-{"index":221,"Rank":100,"Model":"nomic-embed-text-v1.5-128<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":42.24,"ArxivClusteringP2P":43.87,"ArxivClusteringS2S":34.57,"BiorxivClusteringP2P":36.79,"BiorxivClusteringS2S":30.68,"MedrxivClusteringP2P":34.09,"MedrxivClusteringS2S":31.3,"RedditClustering":53.31,"RedditClusteringP2P":58.96,"StackExchangeClustering":59.92,"StackExchangeClusteringP2P":33.88,"TwentyNewsgroupsClustering":47.29}
-{"index":167,"Rank":101,"Model":"e5-base<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":42.11,"ArxivClusteringP2P":44.57,"ArxivClusteringS2S":40.48,"BiorxivClusteringP2P":36.19,"BiorxivClusteringS2S":32.72,"MedrxivClusteringP2P":31.53,"MedrxivClusteringS2S":28.29,"RedditClustering":48.18,"RedditClusteringP2P":62.19,"StackExchangeClustering":63.91,"StackExchangeClusteringP2P":32.56,"TwentyNewsgroupsClustering":42.58}
-{"index":117,"Rank":102,"Model":"gte-tiny<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Average":42.09,"ArxivClusteringP2P":46.64,"ArxivClusteringS2S":36.01,"BiorxivClusteringP2P":39.19,"BiorxivClusteringS2S":32.13,"MedrxivClusteringP2P":34.11,"MedrxivClusteringS2S":31.67,"RedditClustering":50.19,"RedditClusteringP2P":56.49,"StackExchangeClustering":57.54,"StackExchangeClusteringP2P":35.74,"TwentyNewsgroupsClustering":43.27}
-{"index":60,"Rank":103,"Model":"bilingual-embedding-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":42.03,"ArxivClusteringP2P":44.26,"ArxivClusteringS2S":36.01,"BiorxivClusteringP2P":36.38,"BiorxivClusteringS2S":31.54,"MedrxivClusteringP2P":31.11,"MedrxivClusteringS2S":29.1,"RedditClustering":51.34,"RedditClusteringP2P":62.51,"StackExchangeClustering":61.57,"StackExchangeClusteringP2P":33.59,"TwentyNewsgroupsClustering":44.97}
-{"index":71,"Rank":104,"Model":"LLM2Vec-Meta-Llama-3-unsupervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":41.99,"ArxivClusteringP2P":49.22,"ArxivClusteringS2S":41.71,"BiorxivClusteringP2P":38.39,"BiorxivClusteringS2S":31.31,"MedrxivClusteringP2P":31.47,"MedrxivClusteringS2S":27.87,"RedditClustering":43.67,"RedditClusteringP2P":61.67,"StackExchangeClustering":68.2,"StackExchangeClusteringP2P":36.36,"TwentyNewsgroupsClustering":32.01}
-{"index":37,"Rank":105,"Model":"Cohere-embed-multilingual-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.98,"ArxivClusteringP2P":44.21,"ArxivClusteringS2S":33.91,"BiorxivClusteringP2P":38.68,"BiorxivClusteringS2S":32.21,"MedrxivClusteringP2P":35.18,"MedrxivClusteringS2S":30.99,"RedditClustering":49.5,"RedditClusteringP2P":60.21,"StackExchangeClustering":60.85,"StackExchangeClusteringP2P":33.97,"TwentyNewsgroupsClustering":42.09}
-{"index":248,"Rank":106,"Model":"all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":41.94,"ArxivClusteringP2P":46.55,"ArxivClusteringS2S":37.86,"BiorxivClusteringP2P":38.37,"BiorxivClusteringS2S":32.88,"MedrxivClusteringP2P":34.39,"MedrxivClusteringS2S":31.86,"RedditClustering":50.7,"RedditClusteringP2P":54.8,"StackExchangeClustering":53.14,"StackExchangeClusteringP2P":34.26,"TwentyNewsgroupsClustering":46.49}
-{"index":163,"Rank":107,"Model":"instructor-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":41.9,"ArxivClusteringP2P":39.68,"ArxivClusteringS2S":29.19,"BiorxivClusteringP2P":32.98,"BiorxivClusteringS2S":25.72,"MedrxivClusteringP2P":30.89,"MedrxivClusteringS2S":28.38,"RedditClustering":59.26,"RedditClusteringP2P":63.22,"StackExchangeClustering":65.04,"StackExchangeClusteringP2P":35.28,"TwentyNewsgroupsClustering":51.31}
-{"index":110,"Rank":108,"Model":"snowflake-arctic-embed-m<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":41.87,"ArxivClusteringP2P":47.24,"ArxivClusteringS2S":37.43,"BiorxivClusteringP2P":36.97,"BiorxivClusteringS2S":31.98,"MedrxivClusteringP2P":31.5,"MedrxivClusteringS2S":28.41,"RedditClustering":47.53,"RedditClusteringP2P":62.76,"StackExchangeClustering":59.55,"StackExchangeClusteringP2P":39.43,"TwentyNewsgroupsClustering":37.73}
-{"index":247,"Rank":109,"Model":"all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":41.81,"ArxivClusteringP2P":46.07,"ArxivClusteringS2S":37.5,"BiorxivClusteringP2P":36.99,"BiorxivClusteringS2S":33.21,"MedrxivClusteringP2P":34.25,"MedrxivClusteringS2S":32.24,"RedditClustering":51.18,"RedditClusteringP2P":54.8,"StackExchangeClustering":53.05,"StackExchangeClusteringP2P":33.13,"TwentyNewsgroupsClustering":47.47}
-{"index":315,"Rank":110,"Model":"jina-embeddings-v2-base-en-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.73,"ArxivClusteringP2P":45.39,"ArxivClusteringS2S":36.68,"BiorxivClusteringP2P":37.05,"BiorxivClusteringS2S":30.16,"MedrxivClusteringP2P":32.41,"MedrxivClusteringS2S":28.09,"RedditClustering":53.05,"RedditClusteringP2P":60.31,"StackExchangeClustering":58.52,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":42.46}
-{"index":189,"Rank":111,"Model":"jina-embeddings-v2-base-en<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":41.73,"ArxivClusteringP2P":45.39,"ArxivClusteringS2S":36.68,"BiorxivClusteringP2P":37.05,"BiorxivClusteringS2S":30.16,"MedrxivClusteringP2P":32.41,"MedrxivClusteringS2S":28.09,"RedditClustering":53.05,"RedditClusteringP2P":60.31,"StackExchangeClustering":58.52,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":42.46}
-{"index":263,"Rank":112,"Model":"sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":41.65,"ArxivClusteringP2P":41.62,"ArxivClusteringS2S":29.44,"BiorxivClusteringP2P":35.99,"BiorxivClusteringS2S":24.02,"MedrxivClusteringP2P":32.4,"MedrxivClusteringS2S":26.33,"RedditClustering":54.53,"RedditClusteringP2P":62.5,"StackExchangeClustering":65.11,"StackExchangeClusteringP2P":36.86,"TwentyNewsgroupsClustering":49.33}
-{"index":255,"Rank":113,"Model":"gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":41.6,"ArxivClusteringP2P":37.5,"ArxivClusteringS2S":30.55,"BiorxivClusteringP2P":29.59,"BiorxivClusteringS2S":25.72,"MedrxivClusteringP2P":28.72,"MedrxivClusteringS2S":27.39,"RedditClustering":61.69,"RedditClusteringP2P":61.67,"StackExchangeClustering":69.93,"StackExchangeClusteringP2P":33.21,"TwentyNewsgroupsClustering":51.64}
-{"index":111,"Rank":114,"Model":"snowflake-arctic-embed-m-long<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":41.51,"ArxivClusteringP2P":45.56,"ArxivClusteringS2S":35.61,"BiorxivClusteringP2P":36.16,"BiorxivClusteringS2S":30.14,"MedrxivClusteringP2P":31.12,"MedrxivClusteringS2S":26.73,"RedditClustering":50.24,"RedditClusteringP2P":61.45,"StackExchangeClustering":62.63,"StackExchangeClusteringP2P":37.17,"TwentyNewsgroupsClustering":39.83}
-{"index":322,"Rank":115,"Model":"snowflake-arctic-embed-m-long-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.51,"ArxivClusteringP2P":45.56,"ArxivClusteringS2S":35.61,"BiorxivClusteringP2P":36.16,"BiorxivClusteringS2S":30.14,"MedrxivClusteringP2P":31.12,"MedrxivClusteringS2S":26.73,"RedditClustering":50.24,"RedditClusteringP2P":61.45,"StackExchangeClustering":62.63,"StackExchangeClusteringP2P":37.17,"TwentyNewsgroupsClustering":39.83}
-{"index":256,"Rank":116,"Model":"gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":41.51,"ArxivClusteringP2P":37.9,"ArxivClusteringS2S":30.45,"BiorxivClusteringP2P":30.52,"BiorxivClusteringS2S":26.06,"MedrxivClusteringP2P":28.69,"MedrxivClusteringS2S":26.69,"RedditClustering":61.34,"RedditClusteringP2P":61.11,"StackExchangeClustering":69.95,"StackExchangeClusteringP2P":32.73,"TwentyNewsgroupsClustering":51.15}
-{"index":109,"Rank":117,"Model":"snowflake-arctic-embed-l<\/a>","Model Size (Million Parameters)":334,"Memory Usage (GB, fp32)":1.24,"Average":41.49,"ArxivClusteringP2P":47.46,"ArxivClusteringS2S":38.29,"BiorxivClusteringP2P":37.54,"BiorxivClusteringS2S":32.65,"MedrxivClusteringP2P":31.47,"MedrxivClusteringS2S":28.94,"RedditClustering":46.02,"RedditClusteringP2P":62.43,"StackExchangeClustering":57.86,"StackExchangeClusteringP2P":37.82,"TwentyNewsgroupsClustering":35.91}
-{"index":321,"Rank":118,"Model":"snowflake-arctic-embed-l-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.49,"ArxivClusteringP2P":47.46,"ArxivClusteringS2S":38.29,"BiorxivClusteringP2P":37.54,"BiorxivClusteringS2S":32.65,"MedrxivClusteringP2P":31.47,"MedrxivClusteringS2S":28.94,"RedditClustering":46.02,"RedditClusteringP2P":62.43,"StackExchangeClustering":57.86,"StackExchangeClusteringP2P":37.82,"TwentyNewsgroupsClustering":35.91}
-{"index":175,"Rank":119,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":41.23,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.5,"BiorxivClusteringS2S":33.3,"MedrxivClusteringP2P":31.7,"MedrxivClusteringS2S":29.76,"RedditClustering":46.91,"RedditClusteringP2P":63.0,"StackExchangeClustering":58.37,"StackExchangeClusteringP2P":32.9,"TwentyNewsgroupsClustering":39.4}
-{"index":226,"Rank":120,"Model":"contriever-base-msmarco<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":41.1,"ArxivClusteringP2P":42.61,"ArxivClusteringS2S":32.32,"BiorxivClusteringP2P":34.97,"BiorxivClusteringS2S":29.08,"MedrxivClusteringP2P":31.19,"MedrxivClusteringS2S":27.27,"RedditClustering":54.89,"RedditClusteringP2P":57.58,"StackExchangeClustering":63.15,"StackExchangeClusteringP2P":32.25,"TwentyNewsgroupsClustering":46.82}
-{"index":58,"Rank":121,"Model":"multilingual-e5-large-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.06,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.34,"BiorxivClusteringS2S":33.5,"MedrxivClusteringP2P":31.48,"MedrxivClusteringS2S":29.71,"RedditClustering":46.54,"RedditClusteringP2P":63.22,"StackExchangeClustering":57.53,"StackExchangeClusteringP2P":32.69,"TwentyNewsgroupsClustering":38.91}
-{"index":140,"Rank":122,"Model":"multilingual-e5-large-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.06,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.34,"BiorxivClusteringS2S":33.5,"MedrxivClusteringP2P":31.48,"MedrxivClusteringS2S":29.71,"RedditClustering":46.54,"RedditClusteringP2P":63.22,"StackExchangeClustering":57.53,"StackExchangeClusteringP2P":32.69,"TwentyNewsgroupsClustering":38.91}
-{"index":234,"Rank":123,"Model":"multilingual-e5-large-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.06,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.34,"BiorxivClusteringS2S":33.5,"MedrxivClusteringP2P":31.48,"MedrxivClusteringS2S":29.71,"RedditClustering":46.54,"RedditClusteringP2P":63.22,"StackExchangeClustering":57.53,"StackExchangeClusteringP2P":32.69,"TwentyNewsgroupsClustering":38.91}
-{"index":269,"Rank":124,"Model":"multilingual-e5-large-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.06,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.34,"BiorxivClusteringS2S":33.5,"MedrxivClusteringP2P":31.48,"MedrxivClusteringS2S":29.71,"RedditClustering":46.54,"RedditClusteringP2P":63.22,"StackExchangeClustering":57.53,"StackExchangeClusteringP2P":32.69,"TwentyNewsgroupsClustering":38.91}
-{"index":49,"Rank":125,"Model":"lodestone-base-4096-v1<\/a>","Model Size (Million Parameters)":69,"Memory Usage (GB, fp32)":0.26,"Average":40.9,"ArxivClusteringP2P":42.32,"ArxivClusteringS2S":31.28,"BiorxivClusteringP2P":37.42,"BiorxivClusteringS2S":29.32,"MedrxivClusteringP2P":34.68,"MedrxivClusteringS2S":30.34,"RedditClustering":50.76,"RedditClusteringP2P":55.02,"StackExchangeClustering":59.66,"StackExchangeClusteringP2P":32.11,"TwentyNewsgroupsClustering":47.01}
-{"index":325,"Rank":126,"Model":"snowflake-arctic-embed-s-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.88,"ArxivClusteringP2P":44.94,"ArxivClusteringS2S":35.87,"BiorxivClusteringP2P":35.68,"BiorxivClusteringS2S":30.47,"MedrxivClusteringP2P":30.79,"MedrxivClusteringS2S":27.95,"RedditClustering":50.47,"RedditClusteringP2P":60.54,"StackExchangeClustering":60.7,"StackExchangeClusteringP2P":33.98,"TwentyNewsgroupsClustering":38.28}
-{"index":113,"Rank":127,"Model":"snowflake-arctic-embed-s<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":40.88,"ArxivClusteringP2P":44.94,"ArxivClusteringS2S":35.87,"BiorxivClusteringP2P":35.68,"BiorxivClusteringS2S":30.47,"MedrxivClusteringP2P":30.79,"MedrxivClusteringS2S":27.95,"RedditClustering":50.47,"RedditClusteringP2P":60.54,"StackExchangeClustering":60.7,"StackExchangeClusteringP2P":33.98,"TwentyNewsgroupsClustering":38.28}
-{"index":198,"Rank":128,"Model":"MegatronBert-1B3-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.86,"ArxivClusteringP2P":47.03,"ArxivClusteringS2S":38.38,"BiorxivClusteringP2P":38.98,"BiorxivClusteringS2S":34.94,"MedrxivClusteringP2P":33.98,"MedrxivClusteringS2S":31.67,"RedditClustering":42.72,"RedditClusteringP2P":56.93,"StackExchangeClustering":53.6,"StackExchangeClusteringP2P":32.87,"TwentyNewsgroupsClustering":38.38}
-{"index":69,"Rank":129,"Model":"LLM2Vec-Llama-2-unsupervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":40.83,"ArxivClusteringP2P":47.81,"ArxivClusteringS2S":40.53,"BiorxivClusteringP2P":38.12,"BiorxivClusteringS2S":31.25,"MedrxivClusteringP2P":30.94,"MedrxivClusteringS2S":28.04,"RedditClustering":42.84,"RedditClusteringP2P":60.1,"StackExchangeClustering":65.12,"StackExchangeClusteringP2P":33.61,"TwentyNewsgroupsClustering":30.76}
-{"index":148,"Rank":130,"Model":"embedder-100p<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":40.83,"ArxivClusteringP2P":42.9,"ArxivClusteringS2S":32.45,"BiorxivClusteringP2P":37.24,"BiorxivClusteringS2S":29.75,"MedrxivClusteringP2P":36.65,"MedrxivClusteringS2S":32.57,"RedditClustering":50.62,"RedditClusteringP2P":54.44,"StackExchangeClustering":54.26,"StackExchangeClusteringP2P":32.52,"TwentyNewsgroupsClustering":45.7}
-{"index":183,"Rank":131,"Model":"udever-bloom-7b1<\/a>","Model Size (Million Parameters)":7069,"Memory Usage (GB, fp32)":26.33,"Average":40.81,"ArxivClusteringP2P":45.66,"ArxivClusteringS2S":38.42,"BiorxivClusteringP2P":35.54,"BiorxivClusteringS2S":32.19,"MedrxivClusteringP2P":30.95,"MedrxivClusteringS2S":28.87,"RedditClustering":47.9,"RedditClusteringP2P":55.95,"StackExchangeClustering":60.27,"StackExchangeClusteringP2P":32.34,"TwentyNewsgroupsClustering":40.81}
-{"index":181,"Rank":132,"Model":"udever-bloom-3b<\/a>","Model Size (Million Parameters)":3003,"Memory Usage (GB, fp32)":11.19,"Average":40.74,"ArxivClusteringP2P":45.37,"ArxivClusteringS2S":36.52,"BiorxivClusteringP2P":36.52,"BiorxivClusteringS2S":31.98,"MedrxivClusteringP2P":31.71,"MedrxivClusteringS2S":28.8,"RedditClustering":49.71,"RedditClusteringP2P":55.07,"StackExchangeClustering":59.42,"StackExchangeClusteringP2P":31.7,"TwentyNewsgroupsClustering":41.29}
-{"index":77,"Rank":133,"Model":"Ivysaur<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Average":40.7,"ArxivClusteringP2P":46.39,"ArxivClusteringS2S":35.41,"BiorxivClusteringP2P":38.98,"BiorxivClusteringS2S":31.74,"MedrxivClusteringP2P":33.13,"MedrxivClusteringS2S":30.29,"RedditClustering":47.53,"RedditClusteringP2P":56.03,"StackExchangeClustering":53.87,"StackExchangeClusteringP2P":33.57,"TwentyNewsgroupsClustering":40.77}
-{"index":73,"Rank":134,"Model":"LLM2Vec-Mistral-unsupervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":40.63,"ArxivClusteringP2P":47.56,"ArxivClusteringS2S":39.92,"BiorxivClusteringP2P":36.14,"BiorxivClusteringS2S":30.26,"MedrxivClusteringP2P":30.11,"MedrxivClusteringS2S":26.93,"RedditClustering":41.83,"RedditClusteringP2P":62.08,"StackExchangeClustering":67.34,"StackExchangeClusteringP2P":34.5,"TwentyNewsgroupsClustering":30.26}
-{"index":319,"Rank":135,"Model":"new_model<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.54,"ArxivClusteringP2P":43.24,"ArxivClusteringS2S":36.49,"BiorxivClusteringP2P":35.56,"BiorxivClusteringS2S":31.02,"MedrxivClusteringP2P":31.7,"MedrxivClusteringS2S":27.76,"RedditClustering":49.16,"RedditClusteringP2P":61.55,"StackExchangeClustering":56.77,"StackExchangeClusteringP2P":32.04,"TwentyNewsgroupsClustering":40.7}
-{"index":127,"Rank":136,"Model":"Titan-text-embeddings-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.4,"ArxivClusteringP2P":41.78,"ArxivClusteringS2S":34.13,"BiorxivClusteringP2P":35.01,"BiorxivClusteringS2S":31.0,"MedrxivClusteringP2P":29.71,"MedrxivClusteringS2S":28.0,"RedditClustering":49.53,"RedditClusteringP2P":59.71,"StackExchangeClustering":60.73,"StackExchangeClusteringP2P":34.64,"TwentyNewsgroupsClustering":40.12}
-{"index":91,"Rank":137,"Model":"SGPT-5.8B-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":5874,"Memory Usage (GB, fp32)":21.88,"Average":40.34,"ArxivClusteringP2P":45.59,"ArxivClusteringS2S":38.86,"BiorxivClusteringP2P":36.55,"BiorxivClusteringS2S":33.7,"MedrxivClusteringP2P":31.51,"MedrxivClusteringS2S":28.76,"RedditClustering":40.45,"RedditClusteringP2P":55.75,"StackExchangeClustering":59.21,"StackExchangeClusteringP2P":33.95,"TwentyNewsgroupsClustering":39.46}
-{"index":224,"Rank":138,"Model":"nomic-embed-text-v1.5-64<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":40.31,"ArxivClusteringP2P":41.8,"ArxivClusteringS2S":32.41,"BiorxivClusteringP2P":34.81,"BiorxivClusteringS2S":28.59,"MedrxivClusteringP2P":32.73,"MedrxivClusteringS2S":29.91,"RedditClustering":50.31,"RedditClusteringP2P":56.57,"StackExchangeClustering":57.99,"StackExchangeClusteringP2P":33.64,"TwentyNewsgroupsClustering":44.61}
-{"index":262,"Rank":139,"Model":"sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":40.21,"ArxivClusteringP2P":39.28,"ArxivClusteringS2S":27.26,"BiorxivClusteringP2P":33.99,"BiorxivClusteringS2S":22.92,"MedrxivClusteringP2P":33.2,"MedrxivClusteringS2S":26.13,"RedditClustering":52.93,"RedditClusteringP2P":59.67,"StackExchangeClustering":63.13,"StackExchangeClusteringP2P":35.68,"TwentyNewsgroupsClustering":48.1}
-{"index":191,"Rank":140,"Model":"jina-embeddings-v2-small-en<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":40.08,"ArxivClusteringP2P":44.02,"ArxivClusteringS2S":35.16,"BiorxivClusteringP2P":35.57,"BiorxivClusteringS2S":29.07,"MedrxivClusteringP2P":31.86,"MedrxivClusteringS2S":27.51,"RedditClustering":49.28,"RedditClusteringP2P":57.09,"StackExchangeClustering":55.35,"StackExchangeClusteringP2P":34.42,"TwentyNewsgroupsClustering":41.57}
-{"index":207,"Rank":141,"Model":"all-MiniLM-L6-v2-ds<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":39.94,"ArxivClusteringP2P":46.19,"ArxivClusteringS2S":36.91,"BiorxivClusteringP2P":38.59,"BiorxivClusteringS2S":32.32,"MedrxivClusteringP2P":32.55,"MedrxivClusteringS2S":29.92,"RedditClustering":45.63,"RedditClusteringP2P":53.37,"StackExchangeClustering":47.28,"StackExchangeClusteringP2P":34.25,"TwentyNewsgroupsClustering":42.38}
-{"index":173,"Rank":142,"Model":"e5-small-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":39.92,"ArxivClusteringP2P":42.12,"ArxivClusteringS2S":34.8,"BiorxivClusteringP2P":35.89,"BiorxivClusteringS2S":30.05,"MedrxivClusteringP2P":31.34,"MedrxivClusteringS2S":27.88,"RedditClustering":45.72,"RedditClusteringP2P":59.66,"StackExchangeClustering":58.51,"StackExchangeClusteringP2P":31.98,"TwentyNewsgroupsClustering":41.13}
-{"index":87,"Rank":143,"Model":"SGPT-1.3B-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":1341,"Memory Usage (GB, fp32)":4.99,"Average":39.92,"ArxivClusteringP2P":43.38,"ArxivClusteringS2S":33.71,"BiorxivClusteringP2P":35.06,"BiorxivClusteringS2S":30.71,"MedrxivClusteringP2P":32.08,"MedrxivClusteringS2S":29.45,"RedditClustering":48.23,"RedditClusteringP2P":53.18,"StackExchangeClustering":60.86,"StackExchangeClusteringP2P":32.36,"TwentyNewsgroupsClustering":40.06}
-{"index":90,"Rank":144,"Model":"SGPT-2.7B-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":2685,"Memory Usage (GB, fp32)":10.0,"Average":39.83,"ArxivClusteringP2P":44.72,"ArxivClusteringS2S":35.08,"BiorxivClusteringP2P":34.41,"BiorxivClusteringS2S":30.53,"MedrxivClusteringP2P":31.35,"MedrxivClusteringS2S":28.77,"RedditClustering":46.47,"RedditClusteringP2P":54.17,"StackExchangeClustering":59.19,"StackExchangeClusteringP2P":32.57,"TwentyNewsgroupsClustering":40.89}
-{"index":172,"Rank":145,"Model":"e5-small<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":39.73,"ArxivClusteringP2P":44.14,"ArxivClusteringS2S":37.14,"BiorxivClusteringP2P":36.1,"BiorxivClusteringS2S":31.51,"MedrxivClusteringP2P":31.31,"MedrxivClusteringS2S":28.32,"RedditClustering":43.27,"RedditClusteringP2P":57.22,"StackExchangeClustering":59.6,"StackExchangeClusteringP2P":30.82,"TwentyNewsgroupsClustering":37.65}
-{"index":174,"Rank":146,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":39.62,"ArxivClusteringP2P":43.35,"ArxivClusteringS2S":36.0,"BiorxivClusteringP2P":37.55,"BiorxivClusteringS2S":30.33,"MedrxivClusteringP2P":30.6,"MedrxivClusteringS2S":28.73,"RedditClustering":43.15,"RedditClusteringP2P":61.69,"StackExchangeClustering":55.31,"StackExchangeClusteringP2P":33.51,"TwentyNewsgroupsClustering":35.55}
-{"index":84,"Rank":147,"Model":"gte-micro-v4<\/a>","Model Size (Million Parameters)":19,"Memory Usage (GB, fp32)":0.07,"Average":39.54,"ArxivClusteringP2P":42.86,"ArxivClusteringS2S":32.48,"BiorxivClusteringP2P":36.83,"BiorxivClusteringS2S":29.24,"MedrxivClusteringP2P":32.55,"MedrxivClusteringS2S":30.8,"RedditClustering":48.28,"RedditClusteringP2P":53.56,"StackExchangeClustering":55.07,"StackExchangeClusteringP2P":31.92,"TwentyNewsgroupsClustering":41.37}
-{"index":130,"Rank":148,"Model":"GIST-all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Average":39.48,"ArxivClusteringP2P":45.31,"ArxivClusteringS2S":35.45,"BiorxivClusteringP2P":38.38,"BiorxivClusteringS2S":31.09,"MedrxivClusteringP2P":33.35,"MedrxivClusteringS2S":29.79,"RedditClustering":44.12,"RedditClusteringP2P":48.68,"StackExchangeClustering":53.11,"StackExchangeClusteringP2P":33.91,"TwentyNewsgroupsClustering":41.13}
-{"index":115,"Rank":149,"Model":"bge-micro<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":39.46,"ArxivClusteringP2P":44.6,"ArxivClusteringS2S":34.48,"BiorxivClusteringP2P":37.13,"BiorxivClusteringS2S":29.72,"MedrxivClusteringP2P":31.98,"MedrxivClusteringS2S":29.26,"RedditClustering":45.27,"RedditClusteringP2P":54.47,"StackExchangeClustering":53.11,"StackExchangeClusteringP2P":34.67,"TwentyNewsgroupsClustering":39.37}
-{"index":190,"Rank":150,"Model":"jina-embeddings-v2-base-es<\/a>","Model Size (Million Parameters)":161,"Memory Usage (GB, fp32)":0.6,"Average":39.29,"ArxivClusteringP2P":41.55,"ArxivClusteringS2S":32.19,"BiorxivClusteringP2P":35.17,"BiorxivClusteringS2S":28.89,"MedrxivClusteringP2P":32.19,"MedrxivClusteringS2S":28.78,"RedditClustering":48.28,"RedditClusteringP2P":56.03,"StackExchangeClustering":55.39,"StackExchangeClusteringP2P":33.57,"TwentyNewsgroupsClustering":40.2}
-{"index":231,"Rank":151,"Model":"jina-embeddings-v2-base-es-Q5_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":39.29,"ArxivClusteringP2P":41.55,"ArxivClusteringS2S":32.19,"BiorxivClusteringP2P":35.17,"BiorxivClusteringS2S":28.89,"MedrxivClusteringP2P":32.19,"MedrxivClusteringS2S":28.78,"RedditClustering":48.28,"RedditClusteringP2P":56.03,"StackExchangeClustering":55.39,"StackExchangeClusteringP2P":33.57,"TwentyNewsgroupsClustering":40.2}
-{"index":116,"Rank":152,"Model":"bge-micro-v2<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":39.18,"ArxivClusteringP2P":44.53,"ArxivClusteringS2S":33.25,"BiorxivClusteringP2P":36.11,"BiorxivClusteringS2S":28.06,"MedrxivClusteringP2P":31.56,"MedrxivClusteringS2S":28.13,"RedditClustering":45.46,"RedditClusteringP2P":55.16,"StackExchangeClustering":54.51,"StackExchangeClusteringP2P":34.07,"TwentyNewsgroupsClustering":40.19}
-{"index":63,"Rank":153,"Model":"bilingual-embedding-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":39.16,"ArxivClusteringP2P":41.76,"ArxivClusteringS2S":31.63,"BiorxivClusteringP2P":36.01,"BiorxivClusteringS2S":28.77,"MedrxivClusteringP2P":31.27,"MedrxivClusteringS2S":28.97,"RedditClustering":47.39,"RedditClusteringP2P":58.38,"StackExchangeClustering":52.47,"StackExchangeClusteringP2P":33.63,"TwentyNewsgroupsClustering":40.52}
-{"index":180,"Rank":154,"Model":"udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":39.11,"ArxivClusteringP2P":44.52,"ArxivClusteringS2S":34.45,"BiorxivClusteringP2P":35.25,"BiorxivClusteringS2S":30.71,"MedrxivClusteringP2P":29.43,"MedrxivClusteringS2S":28.87,"RedditClustering":44.52,"RedditClusteringP2P":53.61,"StackExchangeClustering":57.11,"StackExchangeClusteringP2P":31.91,"TwentyNewsgroupsClustering":39.8}
-{"index":188,"Rank":155,"Model":"jina-embeddings-v2-base-de<\/a>","Model Size (Million Parameters)":161,"Memory Usage (GB, fp32)":0.6,"Average":38.99,"ArxivClusteringP2P":41.43,"ArxivClusteringS2S":32.09,"BiorxivClusteringP2P":34.97,"BiorxivClusteringS2S":28.78,"MedrxivClusteringP2P":31.33,"MedrxivClusteringS2S":28.76,"RedditClustering":47.75,"RedditClusteringP2P":54.88,"StackExchangeClustering":55.38,"StackExchangeClusteringP2P":33.08,"TwentyNewsgroupsClustering":40.48}
-{"index":65,"Rank":156,"Model":"jina-embeddings-v2-base-de-Q5_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":38.99,"ArxivClusteringP2P":41.43,"ArxivClusteringS2S":32.09,"BiorxivClusteringP2P":34.97,"BiorxivClusteringS2S":28.78,"MedrxivClusteringP2P":31.33,"MedrxivClusteringS2S":28.76,"RedditClustering":47.75,"RedditClusteringP2P":54.88,"StackExchangeClustering":55.38,"StackExchangeClusteringP2P":33.08,"TwentyNewsgroupsClustering":40.48}
-{"index":139,"Rank":157,"Model":"jina-embeddings-v2-base-de-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":38.99,"ArxivClusteringP2P":41.43,"ArxivClusteringS2S":32.09,"BiorxivClusteringP2P":34.97,"BiorxivClusteringS2S":28.78,"MedrxivClusteringP2P":31.33,"MedrxivClusteringS2S":28.76,"RedditClustering":47.75,"RedditClusteringP2P":54.88,"StackExchangeClustering":55.38,"StackExchangeClusteringP2P":33.08,"TwentyNewsgroupsClustering":40.48}
-{"index":136,"Rank":158,"Model":"sgpt-bloom-7b1-msmarco<\/a>","Model Size (Million Parameters)":7068,"Memory Usage (GB, fp32)":26.33,"Average":38.93,"ArxivClusteringP2P":44.59,"ArxivClusteringS2S":38.03,"BiorxivClusteringP2P":36.03,"BiorxivClusteringS2S":32.48,"MedrxivClusteringP2P":31.05,"MedrxivClusteringS2S":29.26,"RedditClustering":35.53,"RedditClusteringP2P":54.52,"StackExchangeClustering":55.13,"StackExchangeClusteringP2P":34.31,"TwentyNewsgroupsClustering":37.28}
-{"index":114,"Rank":159,"Model":"snowflake-arctic-embed-xs<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Average":38.86,"ArxivClusteringP2P":43.5,"ArxivClusteringS2S":32.09,"BiorxivClusteringP2P":34.48,"BiorxivClusteringS2S":26.14,"MedrxivClusteringP2P":30.57,"MedrxivClusteringS2S":26.22,"RedditClustering":48.32,"RedditClusteringP2P":57.84,"StackExchangeClustering":57.49,"StackExchangeClusteringP2P":34.58,"TwentyNewsgroupsClustering":36.28}
-{"index":254,"Rank":160,"Model":"gtr-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":38.63,"ArxivClusteringP2P":35.49,"ArxivClusteringS2S":27.18,"BiorxivClusteringP2P":27.66,"BiorxivClusteringS2S":23.25,"MedrxivClusteringP2P":27.57,"MedrxivClusteringS2S":25.13,"RedditClustering":56.13,"RedditClusteringP2P":58.53,"StackExchangeClustering":64.21,"StackExchangeClusteringP2P":33.01,"TwentyNewsgroupsClustering":46.72}
-{"index":261,"Rank":161,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":38.4,"ArxivClusteringP2P":37.78,"ArxivClusteringS2S":31.68,"BiorxivClusteringP2P":33.09,"BiorxivClusteringS2S":29.6,"MedrxivClusteringP2P":31.96,"MedrxivClusteringS2S":31.7,"RedditClustering":45.24,"RedditClusteringP2P":51.31,"StackExchangeClustering":52.98,"StackExchangeClusteringP2P":32.94,"TwentyNewsgroupsClustering":44.1}
-{"index":217,"Rank":162,"Model":"bge-small-en-v1.5-sparse<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":38.37,"ArxivClusteringP2P":43.11,"ArxivClusteringS2S":34.41,"BiorxivClusteringP2P":34.7,"BiorxivClusteringS2S":28.84,"MedrxivClusteringP2P":30.49,"MedrxivClusteringS2S":28.8,"RedditClustering":42.86,"RedditClusteringP2P":54.27,"StackExchangeClustering":53.09,"StackExchangeClusteringP2P":33.15,"TwentyNewsgroupsClustering":38.35}
-{"index":128,"Rank":163,"Model":"bge-small-4096<\/a>","Model Size (Million Parameters)":35,"Memory Usage (GB, fp32)":0.13,"Average":38.03,"ArxivClusteringP2P":43.85,"ArxivClusteringS2S":29.59,"BiorxivClusteringP2P":37.8,"BiorxivClusteringS2S":26.76,"MedrxivClusteringP2P":32.54,"MedrxivClusteringS2S":28.05,"RedditClustering":43.68,"RedditClusteringP2P":54.33,"StackExchangeClustering":51.77,"StackExchangeClusteringP2P":33.31,"TwentyNewsgroupsClustering":36.65}
-{"index":145,"Rank":164,"Model":"cai-stellaris-text-embeddings<\/a>","Model Size (Million Parameters)":53,"Memory Usage (GB, fp32)":0.2,"Average":37.92,"ArxivClusteringP2P":42.01,"ArxivClusteringS2S":31.41,"BiorxivClusteringP2P":34.73,"BiorxivClusteringS2S":29.28,"MedrxivClusteringP2P":31.77,"MedrxivClusteringS2S":30.94,"RedditClustering":43.09,"RedditClusteringP2P":56.54,"StackExchangeClustering":48.23,"StackExchangeClusteringP2P":34.76,"TwentyNewsgroupsClustering":34.36}
-{"index":310,"Rank":165,"Model":"universal-sentence-encoder-large-5<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":37.82,"ArxivClusteringP2P":34.72,"ArxivClusteringS2S":25.27,"BiorxivClusteringP2P":28.39,"BiorxivClusteringS2S":20.52,"MedrxivClusteringP2P":30.27,"MedrxivClusteringS2S":24.58,"RedditClustering":56.93,"RedditClusteringP2P":58.95,"StackExchangeClustering":60.85,"StackExchangeClusteringP2P":33.14,"TwentyNewsgroupsClustering":42.43}
-{"index":258,"Rank":166,"Model":"msmarco-bert-co-condensor<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":37.64,"ArxivClusteringP2P":36.94,"ArxivClusteringS2S":29.03,"BiorxivClusteringP2P":32.35,"BiorxivClusteringS2S":28.16,"MedrxivClusteringP2P":30.23,"MedrxivClusteringS2S":27.01,"RedditClustering":48.04,"RedditClusteringP2P":53.53,"StackExchangeClustering":59.54,"StackExchangeClusteringP2P":30.48,"TwentyNewsgroupsClustering":38.68}
-{"index":76,"Rank":167,"Model":"Bulbasaur<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":37.6,"ArxivClusteringP2P":40.28,"ArxivClusteringS2S":31.06,"BiorxivClusteringP2P":35.18,"BiorxivClusteringS2S":28.18,"MedrxivClusteringP2P":30.4,"MedrxivClusteringS2S":28.79,"RedditClustering":45.93,"RedditClusteringP2P":51.44,"StackExchangeClustering":52.18,"StackExchangeClusteringP2P":30.67,"TwentyNewsgroupsClustering":39.44}
-{"index":337,"Rank":168,"Model":"text-similarity-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":37.52,"ArxivClusteringP2P":41.49,"ArxivClusteringS2S":28.47,"BiorxivClusteringP2P":36.86,"BiorxivClusteringS2S":27.55,"MedrxivClusteringP2P":31.09,"MedrxivClusteringS2S":26.5,"RedditClustering":42.47,"RedditClusteringP2P":58.1,"StackExchangeClustering":53.52,"StackExchangeClusteringP2P":30.43,"TwentyNewsgroupsClustering":36.26}
-{"index":75,"Rank":169,"Model":"LLM2Vec-Sheared-Llama-unsupervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":37.45,"ArxivClusteringP2P":42.92,"ArxivClusteringS2S":35.2,"BiorxivClusteringP2P":35.02,"BiorxivClusteringS2S":27.21,"MedrxivClusteringP2P":30.15,"MedrxivClusteringS2S":26.96,"RedditClustering":38.67,"RedditClusteringP2P":53.42,"StackExchangeClustering":59.35,"StackExchangeClusteringP2P":31.47,"TwentyNewsgroupsClustering":31.54}
-{"index":177,"Rank":170,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":37.22,"ArxivClusteringP2P":39.22,"ArxivClusteringS2S":30.8,"BiorxivClusteringP2P":35.84,"BiorxivClusteringS2S":27.35,"MedrxivClusteringP2P":30.72,"MedrxivClusteringS2S":27.0,"RedditClustering":40.12,"RedditClusteringP2P":59.49,"StackExchangeClustering":53.32,"StackExchangeClusteringP2P":31.87,"TwentyNewsgroupsClustering":33.67}
-{"index":186,"Rank":171,"Model":"jina-embedding-l-en-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":37.15,"ArxivClusteringP2P":40.51,"ArxivClusteringS2S":31.58,"BiorxivClusteringP2P":33.56,"BiorxivClusteringS2S":28.44,"MedrxivClusteringP2P":30.12,"MedrxivClusteringS2S":25.26,"RedditClustering":45.05,"RedditClusteringP2P":55.14,"StackExchangeClustering":45.24,"StackExchangeClusteringP2P":33.37,"TwentyNewsgroupsClustering":40.42}
-{"index":260,"Rank":172,"Model":"paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":37.15,"ArxivClusteringP2P":38.33,"ArxivClusteringS2S":31.55,"BiorxivClusteringP2P":33.79,"BiorxivClusteringS2S":29.41,"MedrxivClusteringP2P":31.0,"MedrxivClusteringS2S":30.85,"RedditClustering":42.64,"RedditClusteringP2P":50.1,"StackExchangeClustering":49.29,"StackExchangeClusteringP2P":31.67,"TwentyNewsgroupsClustering":39.99}
-{"index":67,"Rank":173,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":37.08,"ArxivClusteringP2P":39.22,"ArxivClusteringS2S":30.8,"BiorxivClusteringP2P":35.75,"BiorxivClusteringS2S":27.05,"MedrxivClusteringP2P":30.9,"MedrxivClusteringS2S":27.26,"RedditClustering":39.13,"RedditClusteringP2P":58.98,"StackExchangeClustering":53.52,"StackExchangeClusteringP2P":32.07,"TwentyNewsgroupsClustering":33.22}
-{"index":92,"Rank":174,"Model":"SGPT-5.8B-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":5874,"Memory Usage (GB, fp32)":21.88,"Average":36.98,"ArxivClusteringP2P":40.55,"ArxivClusteringS2S":32.49,"BiorxivClusteringP2P":33.59,"BiorxivClusteringS2S":29.13,"MedrxivClusteringP2P":30.33,"MedrxivClusteringS2S":28.02,"RedditClustering":42.17,"RedditClusteringP2P":48.02,"StackExchangeClustering":54.13,"StackExchangeClusteringP2P":31.12,"TwentyNewsgroupsClustering":37.2}
-{"index":182,"Rank":175,"Model":"udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":36.89,"ArxivClusteringP2P":40.27,"ArxivClusteringS2S":32.0,"BiorxivClusteringP2P":33.27,"BiorxivClusteringS2S":28.65,"MedrxivClusteringP2P":27.85,"MedrxivClusteringS2S":27.71,"RedditClustering":41.34,"RedditClusteringP2P":51.2,"StackExchangeClustering":54.51,"StackExchangeClusteringP2P":31.12,"TwentyNewsgroupsClustering":37.88}
-{"index":81,"Rank":176,"Model":"gte-micro<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":35.96,"ArxivClusteringP2P":35.24,"ArxivClusteringS2S":31.09,"BiorxivClusteringP2P":30.2,"BiorxivClusteringS2S":27.38,"MedrxivClusteringP2P":27.17,"MedrxivClusteringS2S":27.52,"RedditClustering":45.62,"RedditClusteringP2P":47.87,"StackExchangeClustering":52.62,"StackExchangeClusteringP2P":30.05,"TwentyNewsgroupsClustering":40.79}
-{"index":185,"Rank":177,"Model":"jina-embedding-b-en-v1<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":35.88,"ArxivClusteringP2P":39.25,"ArxivClusteringS2S":29.08,"BiorxivClusteringP2P":32.2,"BiorxivClusteringS2S":26.63,"MedrxivClusteringP2P":29.6,"MedrxivClusteringS2S":25.01,"RedditClustering":42.85,"RedditClusteringP2P":52.55,"StackExchangeClustering":48.07,"StackExchangeClusteringP2P":31.36,"TwentyNewsgroupsClustering":38.06}
-{"index":292,"Rank":178,"Model":"mxb<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":35.8,"ArxivClusteringP2P":36.37,"ArxivClusteringS2S":26.71,"BiorxivClusteringP2P":33.77,"BiorxivClusteringS2S":25.21,"MedrxivClusteringP2P":30.84,"MedrxivClusteringS2S":27.82,"RedditClustering":45.56,"RedditClusteringP2P":47.77,"StackExchangeClustering":47.53,"StackExchangeClusteringP2P":30.66,"TwentyNewsgroupsClustering":41.53}
-{"index":88,"Rank":179,"Model":"SGPT-125M-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":35.79,"ArxivClusteringP2P":39.71,"ArxivClusteringS2S":28.24,"BiorxivClusteringP2P":33.63,"BiorxivClusteringS2S":27.04,"MedrxivClusteringP2P":31.37,"MedrxivClusteringS2S":26.87,"RedditClustering":40.23,"RedditClusteringP2P":49.09,"StackExchangeClustering":52.74,"StackExchangeClusteringP2P":32.66,"TwentyNewsgroupsClustering":32.13}
-{"index":85,"Rank":180,"Model":"test24<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":35.78,"ArxivClusteringP2P":41.21,"ArxivClusteringS2S":30.2,"BiorxivClusteringP2P":35.62,"BiorxivClusteringS2S":25.4,"MedrxivClusteringP2P":31.42,"MedrxivClusteringS2S":27.14,"RedditClustering":39.24,"RedditClusteringP2P":52.2,"StackExchangeClustering":46.43,"StackExchangeClusteringP2P":34.31,"TwentyNewsgroupsClustering":30.43}
-{"index":309,"Rank":181,"Model":"universal-sentence-encoder-4<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":35.71,"ArxivClusteringP2P":35.13,"ArxivClusteringS2S":23.46,"BiorxivClusteringP2P":31.17,"BiorxivClusteringS2S":18.81,"MedrxivClusteringP2P":28.88,"MedrxivClusteringS2S":23.31,"RedditClustering":49.72,"RedditClusteringP2P":57.92,"StackExchangeClustering":54.64,"StackExchangeClusteringP2P":31.58,"TwentyNewsgroupsClustering":38.23}
-{"index":152,"Rank":182,"Model":"multi-qa-MiniLM-L6-cos-v1<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":35.67,"ArxivClusteringP2P":37.75,"ArxivClusteringS2S":27.7,"BiorxivClusteringP2P":30.24,"BiorxivClusteringS2S":22.67,"MedrxivClusteringP2P":28.41,"MedrxivClusteringS2S":26.14,"RedditClustering":46.29,"RedditClusteringP2P":50.95,"StackExchangeClustering":48.08,"StackExchangeClusteringP2P":33.35,"TwentyNewsgroupsClustering":40.79}
-{"index":288,"Rank":183,"Model":"mpn<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":35.36,"ArxivClusteringP2P":37.15,"ArxivClusteringS2S":27.23,"BiorxivClusteringP2P":33.84,"BiorxivClusteringS2S":25.24,"MedrxivClusteringP2P":30.36,"MedrxivClusteringS2S":28.0,"RedditClustering":42.21,"RedditClusteringP2P":48.1,"StackExchangeClustering":45.35,"StackExchangeClusteringP2P":31.27,"TwentyNewsgroupsClustering":40.23}
-{"index":312,"Rank":184,"Model":"universal-sentence-encoder-multilingual-large-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":35.06,"ArxivClusteringP2P":34.75,"ArxivClusteringS2S":22.62,"BiorxivClusteringP2P":28.75,"BiorxivClusteringS2S":20.14,"MedrxivClusteringP2P":31.2,"MedrxivClusteringS2S":25.8,"RedditClustering":46.17,"RedditClusteringP2P":56.53,"StackExchangeClustering":49.34,"StackExchangeClusteringP2P":33.4,"TwentyNewsgroupsClustering":36.93}
-{"index":290,"Rank":185,"Model":"mpn-nobivec<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.94,"ArxivClusteringP2P":36.49,"ArxivClusteringS2S":26.96,"BiorxivClusteringP2P":33.91,"BiorxivClusteringS2S":25.33,"MedrxivClusteringP2P":30.16,"MedrxivClusteringS2S":27.71,"RedditClustering":44.16,"RedditClusteringP2P":46.71,"StackExchangeClustering":43.35,"StackExchangeClusteringP2P":31.34,"TwentyNewsgroupsClustering":38.18}
-{"index":311,"Rank":186,"Model":"universal-sentence-encoder-multilingual-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.82,"ArxivClusteringP2P":33.72,"ArxivClusteringS2S":23.99,"BiorxivClusteringP2P":30.88,"BiorxivClusteringS2S":21.05,"MedrxivClusteringP2P":28.68,"MedrxivClusteringS2S":24.25,"RedditClustering":43.82,"RedditClusteringP2P":58.37,"StackExchangeClustering":47.83,"StackExchangeClusteringP2P":33.01,"TwentyNewsgroupsClustering":37.47}
-{"index":280,"Rank":187,"Model":"ft-gcp-pca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.62,"ArxivClusteringP2P":39.29,"ArxivClusteringS2S":29.88,"BiorxivClusteringP2P":35.42,"BiorxivClusteringS2S":26.33,"MedrxivClusteringP2P":28.89,"MedrxivClusteringS2S":24.03,"RedditClustering":37.29,"RedditClusteringP2P":44.92,"StackExchangeClustering":48.25,"StackExchangeClusteringP2P":30.47,"TwentyNewsgroupsClustering":36.07}
-{"index":289,"Rank":188,"Model":"mpn-noabtt<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.47,"ArxivClusteringP2P":36.02,"ArxivClusteringS2S":26.78,"BiorxivClusteringP2P":33.2,"BiorxivClusteringS2S":25.14,"MedrxivClusteringP2P":29.31,"MedrxivClusteringS2S":27.37,"RedditClustering":40.97,"RedditClusteringP2P":44.76,"StackExchangeClustering":46.5,"StackExchangeClusteringP2P":30.73,"TwentyNewsgroupsClustering":38.41}
-{"index":304,"Rank":189,"Model":"s2v-gcp-pca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.17,"ArxivClusteringP2P":39.88,"ArxivClusteringS2S":30.43,"BiorxivClusteringP2P":34.33,"BiorxivClusteringS2S":26.23,"MedrxivClusteringP2P":29.29,"MedrxivClusteringS2S":25.74,"RedditClustering":40.64,"RedditClusteringP2P":45.04,"StackExchangeClustering":40.94,"StackExchangeClusteringP2P":27.82,"TwentyNewsgroupsClustering":35.52}
-{"index":250,"Rank":190,"Model":"allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":34.06,"ArxivClusteringP2P":44.75,"ArxivClusteringS2S":35.27,"BiorxivClusteringP2P":39.52,"BiorxivClusteringS2S":34.53,"MedrxivClusteringP2P":35.04,"MedrxivClusteringS2S":31.66,"RedditClustering":24.13,"RedditClusteringP2P":35.06,"StackExchangeClustering":39.01,"StackExchangeClusteringP2P":31.46,"TwentyNewsgroupsClustering":24.22}
-{"index":307,"Rank":191,"Model":"tst2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.94,"ArxivClusteringP2P":35.1,"ArxivClusteringS2S":25.75,"BiorxivClusteringP2P":32.83,"BiorxivClusteringS2S":24.09,"MedrxivClusteringP2P":29.54,"MedrxivClusteringS2S":27.33,"RedditClustering":41.4,"RedditClusteringP2P":45.37,"StackExchangeClustering":44.43,"StackExchangeClusteringP2P":31.24,"TwentyNewsgroupsClustering":36.28}
-{"index":272,"Rank":192,"Model":"Angle_BERT<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":33.47,"ArxivClusteringP2P":35.33,"ArxivClusteringS2S":27.66,"BiorxivClusteringP2P":30.95,"BiorxivClusteringS2S":24.81,"MedrxivClusteringP2P":27.35,"MedrxivClusteringS2S":25.59,"RedditClustering":40.32,"RedditClusteringP2P":45.99,"StackExchangeClustering":48.26,"StackExchangeClusteringP2P":28.87,"TwentyNewsgroupsClustering":33.07}
-{"index":232,"Rank":193,"Model":"sup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":33.43,"ArxivClusteringP2P":35.18,"ArxivClusteringS2S":27.54,"BiorxivClusteringP2P":30.15,"BiorxivClusteringS2S":24.67,"MedrxivClusteringP2P":26.25,"MedrxivClusteringS2S":24.12,"RedditClustering":40.23,"RedditClusteringP2P":47.74,"StackExchangeClustering":47.55,"StackExchangeClusteringP2P":29.45,"TwentyNewsgroupsClustering":34.86}
-{"index":86,"Rank":194,"Model":"test25<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":33.15,"ArxivClusteringP2P":37.86,"ArxivClusteringS2S":28.84,"BiorxivClusteringP2P":32.09,"BiorxivClusteringS2S":23.55,"MedrxivClusteringP2P":28.54,"MedrxivClusteringS2S":24.73,"RedditClustering":35.54,"RedditClusteringP2P":47.43,"StackExchangeClustering":46.54,"StackExchangeClusteringP2P":30.88,"TwentyNewsgroupsClustering":28.68}
-{"index":298,"Rank":195,"Model":"nmc-pmpt_correct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.12,"ArxivClusteringP2P":34.78,"ArxivClusteringS2S":24.62,"BiorxivClusteringP2P":32.16,"BiorxivClusteringS2S":23.64,"MedrxivClusteringP2P":28.53,"MedrxivClusteringS2S":25.71,"RedditClustering":37.25,"RedditClusteringP2P":47.11,"StackExchangeClustering":43.31,"StackExchangeClusteringP2P":29.6,"TwentyNewsgroupsClustering":37.59}
-{"index":301,"Rank":196,"Model":"nmc-prmt-and-emb-150k<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.12,"ArxivClusteringP2P":34.78,"ArxivClusteringS2S":24.62,"BiorxivClusteringP2P":32.16,"BiorxivClusteringS2S":23.64,"MedrxivClusteringP2P":28.53,"MedrxivClusteringS2S":25.71,"RedditClustering":37.25,"RedditClusteringP2P":47.11,"StackExchangeClustering":43.31,"StackExchangeClusteringP2P":29.6,"TwentyNewsgroupsClustering":37.59}
-{"index":299,"Rank":197,"Model":"nmc-prmpt<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.12,"ArxivClusteringP2P":34.78,"ArxivClusteringS2S":24.62,"BiorxivClusteringP2P":32.16,"BiorxivClusteringS2S":23.64,"MedrxivClusteringP2P":28.53,"MedrxivClusteringS2S":25.71,"RedditClustering":37.25,"RedditClusteringP2P":47.11,"StackExchangeClustering":43.31,"StackExchangeClusteringP2P":29.6,"TwentyNewsgroupsClustering":37.59}
-{"index":300,"Rank":198,"Model":"nmc-prmt-and-emb<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.12,"ArxivClusteringP2P":34.78,"ArxivClusteringS2S":24.62,"BiorxivClusteringP2P":32.16,"BiorxivClusteringS2S":23.64,"MedrxivClusteringP2P":28.53,"MedrxivClusteringS2S":25.71,"RedditClustering":37.25,"RedditClusteringP2P":47.11,"StackExchangeClustering":43.31,"StackExchangeClusteringP2P":29.6,"TwentyNewsgroupsClustering":37.59}
-{"index":80,"Rank":199,"Model":"Wartortle<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":32.91,"ArxivClusteringP2P":35.84,"ArxivClusteringS2S":27.3,"BiorxivClusteringP2P":32.35,"BiorxivClusteringS2S":24.06,"MedrxivClusteringP2P":28.24,"MedrxivClusteringS2S":25.34,"RedditClustering":35.92,"RedditClusteringP2P":46.08,"StackExchangeClustering":45.31,"StackExchangeClusteringP2P":29.91,"TwentyNewsgroupsClustering":31.69}
-{"index":293,"Rank":200,"Model":"nmc-cls<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.91,"ArxivClusteringP2P":34.41,"ArxivClusteringS2S":24.49,"BiorxivClusteringP2P":32.41,"BiorxivClusteringS2S":23.63,"MedrxivClusteringP2P":28.16,"MedrxivClusteringS2S":25.24,"RedditClustering":38.9,"RedditClusteringP2P":45.41,"StackExchangeClustering":44.24,"StackExchangeClusteringP2P":29.37,"TwentyNewsgroupsClustering":35.71}
-{"index":287,"Rank":201,"Model":"lma3-correct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.75,"ArxivClusteringP2P":35.2,"ArxivClusteringS2S":24.53,"BiorxivClusteringP2P":32.92,"BiorxivClusteringS2S":23.41,"MedrxivClusteringP2P":29.59,"MedrxivClusteringS2S":25.51,"RedditClustering":37.98,"RedditClusteringP2P":48.72,"StackExchangeClustering":34.4,"StackExchangeClusteringP2P":29.79,"TwentyNewsgroupsClustering":38.24}
-{"index":296,"Rank":202,"Model":"nmc-cls-nobiv<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.61,"ArxivClusteringP2P":33.85,"ArxivClusteringS2S":24.43,"BiorxivClusteringP2P":32.15,"BiorxivClusteringS2S":23.42,"MedrxivClusteringP2P":28.13,"MedrxivClusteringS2S":25.35,"RedditClustering":39.62,"RedditClusteringP2P":45.09,"StackExchangeClustering":41.72,"StackExchangeClusteringP2P":29.54,"TwentyNewsgroupsClustering":35.38}
-{"index":291,"Rank":203,"Model":"mpn-nopca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.61,"ArxivClusteringP2P":34.69,"ArxivClusteringS2S":25.58,"BiorxivClusteringP2P":32.57,"BiorxivClusteringS2S":24.14,"MedrxivClusteringP2P":28.28,"MedrxivClusteringS2S":26.55,"RedditClustering":36.54,"RedditClusteringP2P":42.82,"StackExchangeClustering":42.6,"StackExchangeClusteringP2P":29.96,"TwentyNewsgroupsClustering":34.95}
-{"index":187,"Rank":204,"Model":"jina-embedding-s-en-v1<\/a>","Model Size (Million Parameters)":35,"Memory Usage (GB, fp32)":0.13,"Average":32.56,"ArxivClusteringP2P":34.17,"ArxivClusteringS2S":23.99,"BiorxivClusteringP2P":28.51,"BiorxivClusteringS2S":20.94,"MedrxivClusteringP2P":27.24,"MedrxivClusteringS2S":23.27,"RedditClustering":37.95,"RedditClusteringP2P":49.91,"StackExchangeClustering":46.35,"StackExchangeClusteringP2P":31.46,"TwentyNewsgroupsClustering":34.39}
-{"index":345,"Rank":205,"Model":"elser-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":32.28,"ArxivClusteringP2P":35.27,"ArxivClusteringS2S":23.18,"BiorxivClusteringP2P":31.13,"BiorxivClusteringS2S":26.78,"MedrxivClusteringP2P":24.65,"MedrxivClusteringS2S":24.21,"RedditClustering":38.74,"RedditClusteringP2P":51.92,"StackExchangeClustering":42.7,"StackExchangeClusteringP2P":28.7,"TwentyNewsgroupsClustering":27.82}
-{"index":294,"Rank":206,"Model":"nmc-cls-300_correct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.17,"ArxivClusteringP2P":33.52,"ArxivClusteringS2S":23.84,"BiorxivClusteringP2P":32.07,"BiorxivClusteringS2S":23.19,"MedrxivClusteringP2P":27.88,"MedrxivClusteringS2S":25.08,"RedditClustering":35.44,"RedditClusteringP2P":44.62,"StackExchangeClustering":42.67,"StackExchangeClusteringP2P":29.34,"TwentyNewsgroupsClustering":36.17}
-{"index":302,"Rank":207,"Model":"s2v<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":31.75,"ArxivClusteringP2P":39.74,"ArxivClusteringS2S":30.69,"BiorxivClusteringP2P":34.04,"BiorxivClusteringS2S":26.59,"MedrxivClusteringP2P":29.0,"MedrxivClusteringS2S":25.38,"RedditClustering":28.36,"RedditClusteringP2P":43.4,"StackExchangeClustering":36.29,"StackExchangeClusteringP2P":26.55,"TwentyNewsgroupsClustering":29.19}
-{"index":303,"Rank":208,"Model":"s2v-gcp<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":31.68,"ArxivClusteringP2P":39.74,"ArxivClusteringS2S":30.69,"BiorxivClusteringP2P":34.04,"BiorxivClusteringS2S":26.59,"MedrxivClusteringP2P":29.0,"MedrxivClusteringS2S":25.38,"RedditClustering":27.61,"RedditClusteringP2P":43.4,"StackExchangeClustering":36.24,"StackExchangeClusteringP2P":26.6,"TwentyNewsgroupsClustering":29.17}
-{"index":32,"Rank":209,"Model":"winberta-base<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":31.67,"ArxivClusteringP2P":33.7,"ArxivClusteringS2S":23.04,"BiorxivClusteringP2P":32.7,"BiorxivClusteringS2S":23.28,"MedrxivClusteringP2P":31.94,"MedrxivClusteringS2S":28.05,"RedditClustering":30.83,"RedditClusteringP2P":46.29,"StackExchangeClustering":39.44,"StackExchangeClusteringP2P":32.61,"TwentyNewsgroupsClustering":26.54}
-{"index":89,"Rank":210,"Model":"SGPT-125M-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":30.95,"ArxivClusteringP2P":34.74,"ArxivClusteringS2S":24.68,"BiorxivClusteringP2P":28.93,"BiorxivClusteringS2S":23.08,"MedrxivClusteringP2P":28.3,"MedrxivClusteringS2S":24.93,"RedditClustering":33.76,"RedditClusteringP2P":41.01,"StackExchangeClustering":44.59,"StackExchangeClusteringP2P":28.23,"TwentyNewsgroupsClustering":28.24}
-{"index":279,"Rank":211,"Model":"ft-gcp<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.75,"ArxivClusteringP2P":36.77,"ArxivClusteringS2S":27.54,"BiorxivClusteringP2P":34.07,"BiorxivClusteringS2S":24.8,"MedrxivClusteringP2P":27.85,"MedrxivClusteringS2S":23.46,"RedditClustering":25.78,"RedditClusteringP2P":39.47,"StackExchangeClustering":41.46,"StackExchangeClusteringP2P":28.75,"TwentyNewsgroupsClustering":28.33}
-{"index":278,"Rank":212,"Model":"fasttext<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.75,"ArxivClusteringP2P":36.77,"ArxivClusteringS2S":27.54,"BiorxivClusteringP2P":34.07,"BiorxivClusteringS2S":24.8,"MedrxivClusteringP2P":27.85,"MedrxivClusteringS2S":23.46,"RedditClustering":25.78,"RedditClusteringP2P":39.47,"StackExchangeClustering":41.46,"StackExchangeClusteringP2P":28.75,"TwentyNewsgroupsClustering":28.33}
-{"index":268,"Rank":213,"Model":"text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":30.61,"ArxivClusteringP2P":32.32,"ArxivClusteringS2S":25.5,"BiorxivClusteringP2P":28.99,"BiorxivClusteringS2S":23.2,"MedrxivClusteringP2P":29.44,"MedrxivClusteringS2S":26.16,"RedditClustering":31.25,"RedditClusteringP2P":43.3,"StackExchangeClustering":34.36,"StackExchangeClusteringP2P":30.64,"TwentyNewsgroupsClustering":31.58}
-{"index":308,"Rank":214,"Model":"un-sim<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.6,"ArxivClusteringP2P":32.29,"ArxivClusteringS2S":23.87,"BiorxivClusteringP2P":30.33,"BiorxivClusteringS2S":21.62,"MedrxivClusteringP2P":27.41,"MedrxivClusteringS2S":24.46,"RedditClustering":33.78,"RedditClusteringP2P":40.67,"StackExchangeClustering":40.15,"StackExchangeClusteringP2P":28.45,"TwentyNewsgroupsClustering":33.53}
-{"index":295,"Rank":215,"Model":"nmc-cls-noabtt<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.34,"ArxivClusteringP2P":32.47,"ArxivClusteringS2S":24.26,"BiorxivClusteringP2P":30.34,"BiorxivClusteringS2S":22.55,"MedrxivClusteringP2P":26.96,"MedrxivClusteringS2S":24.78,"RedditClustering":31.34,"RedditClusteringP2P":40.33,"StackExchangeClustering":40.33,"StackExchangeClusteringP2P":28.34,"TwentyNewsgroupsClustering":32.0}
-{"index":305,"Rank":216,"Model":"sup-cse<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.24,"ArxivClusteringP2P":31.92,"ArxivClusteringS2S":23.74,"BiorxivClusteringP2P":29.89,"BiorxivClusteringS2S":21.68,"MedrxivClusteringP2P":26.8,"MedrxivClusteringS2S":24.23,"RedditClustering":32.6,"RedditClusteringP2P":40.45,"StackExchangeClustering":38.95,"StackExchangeClusteringP2P":28.43,"TwentyNewsgroupsClustering":34.0}
-{"index":78,"Rank":217,"Model":"Squirtle<\/a>","Model Size (Million Parameters)":16,"Memory Usage (GB, fp32)":0.06,"Average":30.21,"ArxivClusteringP2P":33.04,"ArxivClusteringS2S":24.68,"BiorxivClusteringP2P":30.86,"BiorxivClusteringS2S":21.1,"MedrxivClusteringP2P":27.17,"MedrxivClusteringS2S":23.78,"RedditClustering":31.45,"RedditClusteringP2P":43.69,"StackExchangeClustering":39.16,"StackExchangeClusteringP2P":29.18,"TwentyNewsgroupsClustering":28.23}
-{"index":135,"Rank":218,"Model":"bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":30.12,"ArxivClusteringP2P":35.19,"ArxivClusteringS2S":27.51,"BiorxivClusteringP2P":30.12,"BiorxivClusteringS2S":24.77,"MedrxivClusteringP2P":26.09,"MedrxivClusteringS2S":23.6,"RedditClustering":27.24,"RedditClusteringP2P":43.32,"StackExchangeClustering":43.58,"StackExchangeClusteringP2P":26.55,"TwentyNewsgroupsClustering":23.35}
-{"index":246,"Rank":219,"Model":"LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Average":29.55,"ArxivClusteringP2P":32.13,"ArxivClusteringS2S":22.05,"BiorxivClusteringP2P":29.84,"BiorxivClusteringS2S":20.57,"MedrxivClusteringP2P":30.13,"MedrxivClusteringS2S":24.82,"RedditClustering":28.79,"RedditClusteringP2P":49.14,"StackExchangeClustering":35.43,"StackExchangeClusteringP2P":28.83,"TwentyNewsgroupsClustering":23.28}
-{"index":233,"Rank":220,"Model":"unsup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":29.04,"ArxivClusteringP2P":32.61,"ArxivClusteringS2S":24.68,"BiorxivClusteringP2P":24.9,"BiorxivClusteringS2S":19.55,"MedrxivClusteringP2P":23.6,"MedrxivClusteringS2S":21.97,"RedditClustering":32.18,"RedditClusteringP2P":45.14,"StackExchangeClustering":43.07,"StackExchangeClusteringP2P":28.5,"TwentyNewsgroupsClustering":23.21}
-{"index":306,"Rank":221,"Model":"tst<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":29.04,"ArxivClusteringP2P":38.31,"ArxivClusteringS2S":27.56,"BiorxivClusteringP2P":33.35,"BiorxivClusteringS2S":24.18,"MedrxivClusteringP2P":28.35,"MedrxivClusteringS2S":23.71,"RedditClustering":22.47,"RedditClusteringP2P":39.66,"StackExchangeClustering":32.9,"StackExchangeClusteringP2P":26.0,"TwentyNewsgroupsClustering":22.9}
-{"index":79,"Rank":222,"Model":"Venusaur<\/a>","Model Size (Million Parameters)":16,"Memory Usage (GB, fp32)":0.06,"Average":28.01,"ArxivClusteringP2P":31.76,"ArxivClusteringS2S":21.06,"BiorxivClusteringP2P":29.84,"BiorxivClusteringS2S":18.34,"MedrxivClusteringP2P":27.42,"MedrxivClusteringS2S":22.41,"RedditClustering":26.71,"RedditClusteringP2P":44.14,"StackExchangeClustering":32.84,"StackExchangeClusteringP2P":27.48,"TwentyNewsgroupsClustering":26.09}
-{"index":251,"Rank":223,"Model":"glove.6B.300d<\/a>","Model Size (Million Parameters)":120,"Memory Usage (GB, fp32)":0.45,"Average":27.73,"ArxivClusteringP2P":32.56,"ArxivClusteringS2S":23.14,"BiorxivClusteringP2P":29.27,"BiorxivClusteringS2S":19.18,"MedrxivClusteringP2P":26.12,"MedrxivClusteringS2S":20.38,"RedditClustering":28.46,"RedditClusteringP2P":35.82,"StackExchangeClustering":35.8,"StackExchangeClusteringP2P":28.51,"TwentyNewsgroupsClustering":25.83}
-{"index":297,"Rank":224,"Model":"nmc-cls-nopca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":27.52,"ArxivClusteringP2P":30.97,"ArxivClusteringS2S":21.57,"BiorxivClusteringP2P":29.96,"BiorxivClusteringS2S":20.82,"MedrxivClusteringP2P":26.34,"MedrxivClusteringS2S":23.28,"RedditClustering":24.55,"RedditClusteringP2P":38.0,"StackExchangeClustering":36.33,"StackExchangeClusteringP2P":27.5,"TwentyNewsgroupsClustering":23.41}
-{"index":252,"Rank":225,"Model":"komninos<\/a>","Model Size (Million Parameters)":134,"Memory Usage (GB, fp32)":0.5,"Average":26.57,"ArxivClusteringP2P":34.73,"ArxivClusteringS2S":26.01,"BiorxivClusteringP2P":29.76,"BiorxivClusteringS2S":20.71,"MedrxivClusteringP2P":26.65,"MedrxivClusteringS2S":21.5,"RedditClustering":28.84,"RedditClusteringP2P":7.37,"StackExchangeClustering":39.04,"StackExchangeClusteringP2P":30.23,"TwentyNewsgroupsClustering":27.42}
-{"index":157,"Rank":226,"Model":"SONAR<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":26.2,"ArxivClusteringP2P":26.81,"ArxivClusteringS2S":24.35,"BiorxivClusteringP2P":20.62,"BiorxivClusteringS2S":19.08,"MedrxivClusteringP2P":19.06,"MedrxivClusteringS2S":19.8,"RedditClustering":28.52,"RedditClusteringP2P":38.63,"StackExchangeClustering":46.33,"StackExchangeClusteringP2P":20.57,"TwentyNewsgroupsClustering":24.41}
-{"index":267,"Rank":227,"Model":"rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":23.75,"ArxivClusteringP2P":24.83,"ArxivClusteringS2S":16.68,"BiorxivClusteringP2P":20.0,"BiorxivClusteringS2S":12.67,"MedrxivClusteringP2P":20.79,"MedrxivClusteringS2S":18.18,"RedditClustering":26.28,"RedditClusteringP2P":40.48,"StackExchangeClustering":33.51,"StackExchangeClusteringP2P":27.98,"TwentyNewsgroupsClustering":19.9}
-{"index":276,"Rank":228,"Model":"ALL_862873<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":18.0,"ArxivClusteringP2P":14.79,"ArxivClusteringS2S":12.25,"BiorxivClusteringP2P":13.94,"BiorxivClusteringS2S":9.79,"MedrxivClusteringP2P":15.7,"MedrxivClusteringS2S":14.89,"RedditClustering":18.38,"RedditClusteringP2P":27.1,"StackExchangeClustering":23.66,"StackExchangeClusteringP2P":27.34,"TwentyNewsgroupsClustering":20.17}
-{"index":11,"Rank":229,"Model":"LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Average":15.28,"ArxivClusteringP2P":17.77,"ArxivClusteringS2S":12.39,"BiorxivClusteringP2P":12.4,"BiorxivClusteringS2S":8.83,"MedrxivClusteringP2P":17.91,"MedrxivClusteringS2S":16.63,"RedditClustering":9.96,"RedditClusteringP2P":26.42,"StackExchangeClustering":15.79,"StackExchangeClusteringP2P":18.63,"TwentyNewsgroupsClustering":11.38}
-{"index":42,"Rank":246,"Model":"openai_clip_embeddings<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":29.33,"BiorxivClusteringS2S":27.81,"MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
-{"index":82,"Rank":260,"Model":"gte-micro-v2<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":"","ArxivClusteringP2P":41.14,"ArxivClusteringS2S":31.79,"BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
-{"index":83,"Rank":261,"Model":"gte-micro-v3<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":"","ArxivClusteringP2P":41.14,"ArxivClusteringS2S":31.79,"BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
-{"index":107,"Rank":271,"Model":"LLaMA-embeeding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":30.15,"BiorxivClusteringP2P":"","BiorxivClusteringS2S":24.29,"MedrxivClusteringP2P":"","MedrxivClusteringS2S":23.01,"RedditClustering":21.29,"RedditClusteringP2P":"","StackExchangeClustering":35.55,"StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":18.35}
-{"index":108,"Rank":272,"Model":"yiyouliao<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":31.38,"MedrxivClusteringS2S":30.28,"RedditClustering":"","RedditClusteringP2P":50.51,"StackExchangeClustering":51.79,"StackExchangeClusteringP2P":30.15,"TwentyNewsgroupsClustering":41.38}
-{"index":137,"Rank":280,"Model":"bge-m3<\/a>","Model Size (Million Parameters)":567,"Memory Usage (GB, fp32)":2.11,"Average":"","ArxivClusteringP2P":39.41,"ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
-{"index":253,"Rank":318,"Model":"distiluse-base-multilingual-cased-v2<\/a>","Model Size (Million Parameters)":135,"Memory Usage (GB, fp32)":0.5,"Average":"","ArxivClusteringP2P":33.59,"ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
-{"index":332,"Rank":339,"Model":"text-search-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":26.05,"MedrxivClusteringP2P":"","MedrxivClusteringS2S":25.67,"RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":44.92}
-{"index":333,"Rank":340,"Model":"text-search-ada-doc-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":32.92}
-{"index":338,"Rank":344,"Model":"text-similarity-babbage-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":45.64,"RedditClusteringP2P":"","StackExchangeClustering":53.01,"StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":42.01}
-{"index":339,"Rank":345,"Model":"text-similarity-curie-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":40.79,"RedditClusteringP2P":"","StackExchangeClustering":55.14,"StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":37.64}
-{"index":340,"Rank":346,"Model":"text-similarity-davinci-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":31.78,"RedditClusteringP2P":"","StackExchangeClustering":36.86,"StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":29.33}
+{"index":221,"Rank":83,"Model":"nomic-embed-text-v1<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.91,"ArxivClusteringP2P":45.93,"ArxivClusteringS2S":36.65,"BiorxivClusteringP2P":38.49,"BiorxivClusteringS2S":32.76,"MedrxivClusteringP2P":33.74,"MedrxivClusteringS2S":30.64,"RedditClustering":56.32,"RedditClusteringP2P":61.9,"StackExchangeClustering":64.31,"StackExchangeClusteringP2P":33.26,"TwentyNewsgroupsClustering":49.06}
+{"index":26,"Rank":84,"Model":"bge-small-en-v1.5<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":43.82,"ArxivClusteringP2P":47.4,"ArxivClusteringS2S":40.02,"BiorxivClusteringP2P":38.47,"BiorxivClusteringS2S":34.72,"MedrxivClusteringP2P":33.06,"MedrxivClusteringS2S":30.86,"RedditClustering":52.32,"RedditClusteringP2P":60.64,"StackExchangeClustering":60.78,"StackExchangeClusteringP2P":35.27,"TwentyNewsgroupsClustering":48.52}
+{"index":159,"Rank":85,"Model":"e5-base-4k<\/a>","Model Size (Million Parameters)":112,"Memory Usage (GB, fp32)":0.42,"Average":43.8,"ArxivClusteringP2P":46.1,"ArxivClusteringS2S":39.67,"BiorxivClusteringP2P":37.5,"BiorxivClusteringS2S":32.72,"MedrxivClusteringP2P":31.46,"MedrxivClusteringS2S":28.99,"RedditClustering":56.16,"RedditClusteringP2P":63.43,"StackExchangeClustering":65.15,"StackExchangeClusteringP2P":32.5,"TwentyNewsgroupsClustering":48.16}
+{"index":268,"Rank":86,"Model":"sentence-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":43.72,"ArxivClusteringP2P":42.89,"ArxivClusteringS2S":33.47,"BiorxivClusteringP2P":36.53,"BiorxivClusteringS2S":28.66,"MedrxivClusteringP2P":32.09,"MedrxivClusteringS2S":26.82,"RedditClustering":58.99,"RedditClusteringP2P":64.46,"StackExchangeClustering":70.78,"StackExchangeClusteringP2P":35.25,"TwentyNewsgroupsClustering":50.93}
+{"index":226,"Rank":87,"Model":"nomic-embed-text-v1.5-512<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":43.71,"ArxivClusteringP2P":45.45,"ArxivClusteringS2S":36.19,"BiorxivClusteringP2P":38.41,"BiorxivClusteringS2S":32.28,"MedrxivClusteringP2P":34.47,"MedrxivClusteringS2S":31.43,"RedditClustering":55.9,"RedditClusteringP2P":60.58,"StackExchangeClustering":62.94,"StackExchangeClusteringP2P":33.81,"TwentyNewsgroupsClustering":49.36}
+{"index":222,"Rank":88,"Model":"nomic-embed-text-v1-ablated<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":43.7,"ArxivClusteringP2P":45.85,"ArxivClusteringS2S":36.13,"BiorxivClusteringP2P":38.46,"BiorxivClusteringS2S":33.14,"MedrxivClusteringP2P":32.73,"MedrxivClusteringS2S":30.55,"RedditClustering":56.82,"RedditClusteringP2P":61.57,"StackExchangeClustering":63.18,"StackExchangeClusteringP2P":33.51,"TwentyNewsgroupsClustering":48.72}
+{"index":252,"Rank":89,"Model":"all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":43.69,"ArxivClusteringP2P":48.38,"ArxivClusteringS2S":39.72,"BiorxivClusteringP2P":39.62,"BiorxivClusteringS2S":35.02,"MedrxivClusteringP2P":35.58,"MedrxivClusteringS2S":32.87,"RedditClustering":54.82,"RedditClusteringP2P":56.77,"StackExchangeClustering":53.8,"StackExchangeClusteringP2P":34.28,"TwentyNewsgroupsClustering":49.74}
+{"index":75,"Rank":90,"Model":"LLM2Vec-Sheared-Llama-supervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":43.57,"ArxivClusteringP2P":43.47,"ArxivClusteringS2S":39.85,"BiorxivClusteringP2P":37.1,"BiorxivClusteringS2S":34.28,"MedrxivClusteringP2P":33.55,"MedrxivClusteringS2S":31.11,"RedditClustering":53.02,"RedditClusteringP2P":60.47,"StackExchangeClustering":63.04,"StackExchangeClusteringP2P":34.01,"TwentyNewsgroupsClustering":49.37}
+{"index":203,"Rank":91,"Model":"XLM-3B5-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":43.48,"ArxivClusteringP2P":44.44,"ArxivClusteringS2S":34.19,"BiorxivClusteringP2P":37.82,"BiorxivClusteringS2S":32.13,"MedrxivClusteringP2P":33.88,"MedrxivClusteringS2S":32.08,"RedditClustering":54.25,"RedditClusteringP2P":61.28,"StackExchangeClustering":64.7,"StackExchangeClusteringP2P":34.23,"TwentyNewsgroupsClustering":49.31}
+{"index":325,"Rank":92,"Model":"b1ade-embed-kd<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":43.43,"ArxivClusteringP2P":45.8,"ArxivClusteringS2S":37.64,"BiorxivClusteringP2P":38.69,"BiorxivClusteringS2S":34.45,"MedrxivClusteringP2P":32.86,"MedrxivClusteringS2S":34.02,"RedditClustering":54.76,"RedditClusteringP2P":56.28,"StackExchangeClustering":63.95,"StackExchangeClusteringP2P":32.22,"TwentyNewsgroupsClustering":47.07}
+{"index":172,"Rank":93,"Model":"e5-large<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":43.33,"ArxivClusteringP2P":46.19,"ArxivClusteringS2S":41.38,"BiorxivClusteringP2P":37.6,"BiorxivClusteringS2S":35.09,"MedrxivClusteringP2P":32.26,"MedrxivClusteringS2S":29.66,"RedditClustering":50.69,"RedditClusteringP2P":61.37,"StackExchangeClustering":64.96,"StackExchangeClusteringP2P":33.6,"TwentyNewsgroupsClustering":43.81}
+{"index":225,"Rank":94,"Model":"nomic-embed-text-v1.5-256<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":43.16,"ArxivClusteringP2P":44.82,"ArxivClusteringS2S":35.32,"BiorxivClusteringP2P":38.19,"BiorxivClusteringS2S":31.83,"MedrxivClusteringP2P":34.08,"MedrxivClusteringS2S":30.98,"RedditClustering":54.92,"RedditClusteringP2P":60.23,"StackExchangeClustering":61.81,"StackExchangeClusteringP2P":34.03,"TwentyNewsgroupsClustering":48.56}
+{"index":202,"Rank":95,"Model":"XLM-0B6-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":42.97,"ArxivClusteringP2P":45.54,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":39.3,"BiorxivClusteringS2S":35.11,"MedrxivClusteringP2P":34.8,"MedrxivClusteringS2S":32.78,"RedditClustering":49.24,"RedditClusteringP2P":58.82,"StackExchangeClustering":58.89,"StackExchangeClusteringP2P":33.6,"TwentyNewsgroupsClustering":46.13}
+{"index":216,"Rank":96,"Model":"bge-base-en-v1.5-sparse<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":42.88,"ArxivClusteringP2P":46.5,"ArxivClusteringS2S":40.08,"BiorxivClusteringP2P":36.79,"BiorxivClusteringS2S":34.42,"MedrxivClusteringP2P":32.0,"MedrxivClusteringS2S":30.38,"RedditClustering":51.0,"RedditClusteringP2P":59.28,"StackExchangeClustering":60.92,"StackExchangeClusteringP2P":32.98,"TwentyNewsgroupsClustering":47.3}
+{"index":219,"Rank":97,"Model":"bge-small-en-v1.5-quant<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":42.63,"ArxivClusteringP2P":46.92,"ArxivClusteringS2S":39.12,"BiorxivClusteringP2P":37.43,"BiorxivClusteringS2S":33.89,"MedrxivClusteringP2P":31.9,"MedrxivClusteringS2S":30.71,"RedditClustering":50.5,"RedditClusteringP2P":60.3,"StackExchangeClustering":59.26,"StackExchangeClusteringP2P":33.76,"TwentyNewsgroupsClustering":45.09}
+{"index":223,"Rank":98,"Model":"nomic-embed-text-v1-unsupervised<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":42.52,"ArxivClusteringP2P":45.18,"ArxivClusteringS2S":35.91,"BiorxivClusteringP2P":36.57,"BiorxivClusteringS2S":32.05,"MedrxivClusteringP2P":31.35,"MedrxivClusteringS2S":29.56,"RedditClustering":55.37,"RedditClusteringP2P":60.05,"StackExchangeClustering":62.28,"StackExchangeClusteringP2P":33.94,"TwentyNewsgroupsClustering":45.43}
+{"index":260,"Rank":99,"Model":"gtr-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":42.42,"ArxivClusteringP2P":37.9,"ArxivClusteringS2S":32.39,"BiorxivClusteringP2P":30.48,"BiorxivClusteringS2S":27.5,"MedrxivClusteringP2P":29.12,"MedrxivClusteringS2S":27.56,"RedditClustering":64.13,"RedditClusteringP2P":62.84,"StackExchangeClustering":71.43,"StackExchangeClusteringP2P":32.85,"TwentyNewsgroupsClustering":50.44}
+{"index":267,"Rank":100,"Model":"sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":42.34,"ArxivClusteringP2P":41.62,"ArxivClusteringS2S":31.17,"BiorxivClusteringP2P":36.43,"BiorxivClusteringS2S":26.47,"MedrxivClusteringP2P":32.3,"MedrxivClusteringS2S":26.93,"RedditClustering":57.03,"RedditClusteringP2P":62.34,"StackExchangeClustering":67.13,"StackExchangeClusteringP2P":34.79,"TwentyNewsgroupsClustering":49.53}
+{"index":224,"Rank":101,"Model":"nomic-embed-text-v1.5-128<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":42.24,"ArxivClusteringP2P":43.87,"ArxivClusteringS2S":34.57,"BiorxivClusteringP2P":36.79,"BiorxivClusteringS2S":30.68,"MedrxivClusteringP2P":34.09,"MedrxivClusteringS2S":31.3,"RedditClustering":53.31,"RedditClusteringP2P":58.96,"StackExchangeClustering":59.92,"StackExchangeClusteringP2P":33.88,"TwentyNewsgroupsClustering":47.29}
+{"index":170,"Rank":102,"Model":"e5-base<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":42.11,"ArxivClusteringP2P":44.57,"ArxivClusteringS2S":40.48,"BiorxivClusteringP2P":36.19,"BiorxivClusteringS2S":32.72,"MedrxivClusteringP2P":31.53,"MedrxivClusteringS2S":28.29,"RedditClustering":48.18,"RedditClusteringP2P":62.19,"StackExchangeClustering":63.91,"StackExchangeClusteringP2P":32.56,"TwentyNewsgroupsClustering":42.58}
+{"index":118,"Rank":103,"Model":"gte-tiny<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Average":42.09,"ArxivClusteringP2P":46.64,"ArxivClusteringS2S":36.01,"BiorxivClusteringP2P":39.19,"BiorxivClusteringS2S":32.13,"MedrxivClusteringP2P":34.11,"MedrxivClusteringS2S":31.67,"RedditClustering":50.19,"RedditClusteringP2P":56.49,"StackExchangeClustering":57.54,"StackExchangeClusteringP2P":35.74,"TwentyNewsgroupsClustering":43.27}
+{"index":60,"Rank":104,"Model":"bilingual-embedding-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":42.03,"ArxivClusteringP2P":44.26,"ArxivClusteringS2S":36.01,"BiorxivClusteringP2P":36.38,"BiorxivClusteringS2S":31.54,"MedrxivClusteringP2P":31.11,"MedrxivClusteringS2S":29.1,"RedditClustering":51.34,"RedditClusteringP2P":62.51,"StackExchangeClustering":61.57,"StackExchangeClusteringP2P":33.59,"TwentyNewsgroupsClustering":44.97}
+{"index":72,"Rank":105,"Model":"LLM2Vec-Meta-Llama-3-unsupervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":41.99,"ArxivClusteringP2P":49.22,"ArxivClusteringS2S":41.71,"BiorxivClusteringP2P":38.39,"BiorxivClusteringS2S":31.31,"MedrxivClusteringP2P":31.47,"MedrxivClusteringS2S":27.87,"RedditClustering":43.67,"RedditClusteringP2P":61.67,"StackExchangeClustering":68.2,"StackExchangeClusteringP2P":36.36,"TwentyNewsgroupsClustering":32.01}
+{"index":37,"Rank":106,"Model":"Cohere-embed-multilingual-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.98,"ArxivClusteringP2P":44.21,"ArxivClusteringS2S":33.91,"BiorxivClusteringP2P":38.68,"BiorxivClusteringS2S":32.21,"MedrxivClusteringP2P":35.18,"MedrxivClusteringS2S":30.99,"RedditClustering":49.5,"RedditClusteringP2P":60.21,"StackExchangeClustering":60.85,"StackExchangeClusteringP2P":33.97,"TwentyNewsgroupsClustering":42.09}
+{"index":251,"Rank":107,"Model":"all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":41.94,"ArxivClusteringP2P":46.55,"ArxivClusteringS2S":37.86,"BiorxivClusteringP2P":38.37,"BiorxivClusteringS2S":32.88,"MedrxivClusteringP2P":34.39,"MedrxivClusteringS2S":31.86,"RedditClustering":50.7,"RedditClusteringP2P":54.8,"StackExchangeClustering":53.14,"StackExchangeClusteringP2P":34.26,"TwentyNewsgroupsClustering":46.49}
+{"index":166,"Rank":108,"Model":"instructor-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":41.9,"ArxivClusteringP2P":39.68,"ArxivClusteringS2S":29.19,"BiorxivClusteringP2P":32.98,"BiorxivClusteringS2S":25.72,"MedrxivClusteringP2P":30.89,"MedrxivClusteringS2S":28.38,"RedditClustering":59.26,"RedditClusteringP2P":63.22,"StackExchangeClustering":65.04,"StackExchangeClusteringP2P":35.28,"TwentyNewsgroupsClustering":51.31}
+{"index":111,"Rank":109,"Model":"snowflake-arctic-embed-m<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":41.87,"ArxivClusteringP2P":47.24,"ArxivClusteringS2S":37.43,"BiorxivClusteringP2P":36.97,"BiorxivClusteringS2S":31.98,"MedrxivClusteringP2P":31.5,"MedrxivClusteringS2S":28.41,"RedditClustering":47.53,"RedditClusteringP2P":62.76,"StackExchangeClustering":59.55,"StackExchangeClusteringP2P":39.43,"TwentyNewsgroupsClustering":37.73}
+{"index":250,"Rank":110,"Model":"all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":41.81,"ArxivClusteringP2P":46.07,"ArxivClusteringS2S":37.5,"BiorxivClusteringP2P":36.99,"BiorxivClusteringS2S":33.21,"MedrxivClusteringP2P":34.25,"MedrxivClusteringS2S":32.24,"RedditClustering":51.18,"RedditClusteringP2P":54.8,"StackExchangeClustering":53.05,"StackExchangeClusteringP2P":33.13,"TwentyNewsgroupsClustering":47.47}
+{"index":192,"Rank":111,"Model":"jina-embeddings-v2-base-en<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":41.73,"ArxivClusteringP2P":45.39,"ArxivClusteringS2S":36.68,"BiorxivClusteringP2P":37.05,"BiorxivClusteringS2S":30.16,"MedrxivClusteringP2P":32.41,"MedrxivClusteringS2S":28.09,"RedditClustering":53.05,"RedditClusteringP2P":60.31,"StackExchangeClustering":58.52,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":42.46}
+{"index":327,"Rank":112,"Model":"jina-embeddings-v2-base-en-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.73,"ArxivClusteringP2P":45.39,"ArxivClusteringS2S":36.68,"BiorxivClusteringP2P":37.05,"BiorxivClusteringS2S":30.16,"MedrxivClusteringP2P":32.41,"MedrxivClusteringS2S":28.09,"RedditClustering":53.05,"RedditClusteringP2P":60.31,"StackExchangeClustering":58.52,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":42.46}
+{"index":129,"Rank":113,"Model":"jina-embeddings-v2-base-en-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.73,"ArxivClusteringP2P":45.39,"ArxivClusteringS2S":36.68,"BiorxivClusteringP2P":37.05,"BiorxivClusteringS2S":30.16,"MedrxivClusteringP2P":32.41,"MedrxivClusteringS2S":28.09,"RedditClustering":53.05,"RedditClusteringP2P":60.31,"StackExchangeClustering":58.52,"StackExchangeClusteringP2P":34.96,"TwentyNewsgroupsClustering":42.46}
+{"index":266,"Rank":114,"Model":"sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":41.65,"ArxivClusteringP2P":41.62,"ArxivClusteringS2S":29.44,"BiorxivClusteringP2P":35.99,"BiorxivClusteringS2S":24.02,"MedrxivClusteringP2P":32.4,"MedrxivClusteringS2S":26.33,"RedditClustering":54.53,"RedditClusteringP2P":62.5,"StackExchangeClustering":65.11,"StackExchangeClusteringP2P":36.86,"TwentyNewsgroupsClustering":49.33}
+{"index":258,"Rank":115,"Model":"gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":41.6,"ArxivClusteringP2P":37.5,"ArxivClusteringS2S":30.55,"BiorxivClusteringP2P":29.59,"BiorxivClusteringS2S":25.72,"MedrxivClusteringP2P":28.72,"MedrxivClusteringS2S":27.39,"RedditClustering":61.69,"RedditClusteringP2P":61.67,"StackExchangeClustering":69.93,"StackExchangeClusteringP2P":33.21,"TwentyNewsgroupsClustering":51.64}
+{"index":112,"Rank":116,"Model":"snowflake-arctic-embed-m-long<\/a>","Model Size (Million Parameters)":137,"Memory Usage (GB, fp32)":0.51,"Average":41.51,"ArxivClusteringP2P":45.56,"ArxivClusteringS2S":35.61,"BiorxivClusteringP2P":36.16,"BiorxivClusteringS2S":30.14,"MedrxivClusteringP2P":31.12,"MedrxivClusteringS2S":26.73,"RedditClustering":50.24,"RedditClusteringP2P":61.45,"StackExchangeClustering":62.63,"StackExchangeClusteringP2P":37.17,"TwentyNewsgroupsClustering":39.83}
+{"index":334,"Rank":117,"Model":"snowflake-arctic-embed-m-long-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.51,"ArxivClusteringP2P":45.56,"ArxivClusteringS2S":35.61,"BiorxivClusteringP2P":36.16,"BiorxivClusteringS2S":30.14,"MedrxivClusteringP2P":31.12,"MedrxivClusteringS2S":26.73,"RedditClustering":50.24,"RedditClusteringP2P":61.45,"StackExchangeClustering":62.63,"StackExchangeClusteringP2P":37.17,"TwentyNewsgroupsClustering":39.83}
+{"index":259,"Rank":118,"Model":"gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":41.51,"ArxivClusteringP2P":37.9,"ArxivClusteringS2S":30.45,"BiorxivClusteringP2P":30.52,"BiorxivClusteringS2S":26.06,"MedrxivClusteringP2P":28.69,"MedrxivClusteringS2S":26.69,"RedditClustering":61.34,"RedditClusteringP2P":61.11,"StackExchangeClustering":69.95,"StackExchangeClusteringP2P":32.73,"TwentyNewsgroupsClustering":51.15}
+{"index":333,"Rank":119,"Model":"snowflake-arctic-embed-l-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.49,"ArxivClusteringP2P":47.46,"ArxivClusteringS2S":38.29,"BiorxivClusteringP2P":37.54,"BiorxivClusteringS2S":32.65,"MedrxivClusteringP2P":31.47,"MedrxivClusteringS2S":28.94,"RedditClustering":46.02,"RedditClusteringP2P":62.43,"StackExchangeClustering":57.86,"StackExchangeClusteringP2P":37.82,"TwentyNewsgroupsClustering":35.91}
+{"index":110,"Rank":120,"Model":"snowflake-arctic-embed-l<\/a>","Model Size (Million Parameters)":334,"Memory Usage (GB, fp32)":1.24,"Average":41.49,"ArxivClusteringP2P":47.46,"ArxivClusteringS2S":38.29,"BiorxivClusteringP2P":37.54,"BiorxivClusteringS2S":32.65,"MedrxivClusteringP2P":31.47,"MedrxivClusteringS2S":28.94,"RedditClustering":46.02,"RedditClusteringP2P":62.43,"StackExchangeClustering":57.86,"StackExchangeClusteringP2P":37.82,"TwentyNewsgroupsClustering":35.91}
+{"index":178,"Rank":121,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":41.23,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.5,"BiorxivClusteringS2S":33.3,"MedrxivClusteringP2P":31.7,"MedrxivClusteringS2S":29.76,"RedditClustering":46.91,"RedditClusteringP2P":63.0,"StackExchangeClustering":58.37,"StackExchangeClusteringP2P":32.9,"TwentyNewsgroupsClustering":39.4}
+{"index":229,"Rank":122,"Model":"contriever-base-msmarco<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":41.1,"ArxivClusteringP2P":42.61,"ArxivClusteringS2S":32.32,"BiorxivClusteringP2P":34.97,"BiorxivClusteringS2S":29.08,"MedrxivClusteringP2P":31.19,"MedrxivClusteringS2S":27.27,"RedditClustering":54.89,"RedditClusteringP2P":57.58,"StackExchangeClustering":63.15,"StackExchangeClusteringP2P":32.25,"TwentyNewsgroupsClustering":46.82}
+{"index":58,"Rank":123,"Model":"multilingual-e5-large-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.06,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.34,"BiorxivClusteringS2S":33.5,"MedrxivClusteringP2P":31.48,"MedrxivClusteringS2S":29.71,"RedditClustering":46.54,"RedditClusteringP2P":63.22,"StackExchangeClustering":57.53,"StackExchangeClusteringP2P":32.69,"TwentyNewsgroupsClustering":38.91}
+{"index":237,"Rank":124,"Model":"multilingual-e5-large-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.06,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.34,"BiorxivClusteringS2S":33.5,"MedrxivClusteringP2P":31.48,"MedrxivClusteringS2S":29.71,"RedditClustering":46.54,"RedditClusteringP2P":63.22,"StackExchangeClustering":57.53,"StackExchangeClusteringP2P":32.69,"TwentyNewsgroupsClustering":38.91}
+{"index":143,"Rank":125,"Model":"multilingual-e5-large-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.06,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.34,"BiorxivClusteringS2S":33.5,"MedrxivClusteringP2P":31.48,"MedrxivClusteringS2S":29.71,"RedditClustering":46.54,"RedditClusteringP2P":63.22,"StackExchangeClustering":57.53,"StackExchangeClusteringP2P":32.69,"TwentyNewsgroupsClustering":38.91}
+{"index":272,"Rank":126,"Model":"multilingual-e5-large-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":41.06,"ArxivClusteringP2P":44.31,"ArxivClusteringS2S":38.43,"BiorxivClusteringP2P":35.34,"BiorxivClusteringS2S":33.5,"MedrxivClusteringP2P":31.48,"MedrxivClusteringS2S":29.71,"RedditClustering":46.54,"RedditClusteringP2P":63.22,"StackExchangeClustering":57.53,"StackExchangeClusteringP2P":32.69,"TwentyNewsgroupsClustering":38.91}
+{"index":49,"Rank":127,"Model":"lodestone-base-4096-v1<\/a>","Model Size (Million Parameters)":69,"Memory Usage (GB, fp32)":0.26,"Average":40.9,"ArxivClusteringP2P":42.32,"ArxivClusteringS2S":31.28,"BiorxivClusteringP2P":37.42,"BiorxivClusteringS2S":29.32,"MedrxivClusteringP2P":34.68,"MedrxivClusteringS2S":30.34,"RedditClustering":50.76,"RedditClusteringP2P":55.02,"StackExchangeClustering":59.66,"StackExchangeClusteringP2P":32.11,"TwentyNewsgroupsClustering":47.01}
+{"index":337,"Rank":128,"Model":"snowflake-arctic-embed-s-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.88,"ArxivClusteringP2P":44.94,"ArxivClusteringS2S":35.87,"BiorxivClusteringP2P":35.68,"BiorxivClusteringS2S":30.47,"MedrxivClusteringP2P":30.79,"MedrxivClusteringS2S":27.95,"RedditClustering":50.47,"RedditClusteringP2P":60.54,"StackExchangeClustering":60.7,"StackExchangeClusteringP2P":33.98,"TwentyNewsgroupsClustering":38.28}
+{"index":114,"Rank":129,"Model":"snowflake-arctic-embed-s<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":40.88,"ArxivClusteringP2P":44.94,"ArxivClusteringS2S":35.87,"BiorxivClusteringP2P":35.68,"BiorxivClusteringS2S":30.47,"MedrxivClusteringP2P":30.79,"MedrxivClusteringS2S":27.95,"RedditClustering":50.47,"RedditClusteringP2P":60.54,"StackExchangeClustering":60.7,"StackExchangeClusteringP2P":33.98,"TwentyNewsgroupsClustering":38.28}
+{"index":201,"Rank":130,"Model":"MegatronBert-1B3-embedding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.86,"ArxivClusteringP2P":47.03,"ArxivClusteringS2S":38.38,"BiorxivClusteringP2P":38.98,"BiorxivClusteringS2S":34.94,"MedrxivClusteringP2P":33.98,"MedrxivClusteringS2S":31.67,"RedditClustering":42.72,"RedditClusteringP2P":56.93,"StackExchangeClustering":53.6,"StackExchangeClusteringP2P":32.87,"TwentyNewsgroupsClustering":38.38}
+{"index":70,"Rank":131,"Model":"LLM2Vec-Llama-2-unsupervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":40.83,"ArxivClusteringP2P":47.81,"ArxivClusteringS2S":40.53,"BiorxivClusteringP2P":38.12,"BiorxivClusteringS2S":31.25,"MedrxivClusteringP2P":30.94,"MedrxivClusteringS2S":28.04,"RedditClustering":42.84,"RedditClusteringP2P":60.1,"StackExchangeClustering":65.12,"StackExchangeClusteringP2P":33.61,"TwentyNewsgroupsClustering":30.76}
+{"index":151,"Rank":132,"Model":"embedder-100p<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":40.83,"ArxivClusteringP2P":42.9,"ArxivClusteringS2S":32.45,"BiorxivClusteringP2P":37.24,"BiorxivClusteringS2S":29.75,"MedrxivClusteringP2P":36.65,"MedrxivClusteringS2S":32.57,"RedditClustering":50.62,"RedditClusteringP2P":54.44,"StackExchangeClustering":54.26,"StackExchangeClusteringP2P":32.52,"TwentyNewsgroupsClustering":45.7}
+{"index":186,"Rank":133,"Model":"udever-bloom-7b1<\/a>","Model Size (Million Parameters)":7069,"Memory Usage (GB, fp32)":26.33,"Average":40.81,"ArxivClusteringP2P":45.66,"ArxivClusteringS2S":38.42,"BiorxivClusteringP2P":35.54,"BiorxivClusteringS2S":32.19,"MedrxivClusteringP2P":30.95,"MedrxivClusteringS2S":28.87,"RedditClustering":47.9,"RedditClusteringP2P":55.95,"StackExchangeClustering":60.27,"StackExchangeClusteringP2P":32.34,"TwentyNewsgroupsClustering":40.81}
+{"index":184,"Rank":134,"Model":"udever-bloom-3b<\/a>","Model Size (Million Parameters)":3003,"Memory Usage (GB, fp32)":11.19,"Average":40.74,"ArxivClusteringP2P":45.37,"ArxivClusteringS2S":36.52,"BiorxivClusteringP2P":36.52,"BiorxivClusteringS2S":31.98,"MedrxivClusteringP2P":31.71,"MedrxivClusteringS2S":28.8,"RedditClustering":49.71,"RedditClusteringP2P":55.07,"StackExchangeClustering":59.42,"StackExchangeClusteringP2P":31.7,"TwentyNewsgroupsClustering":41.29}
+{"index":78,"Rank":135,"Model":"Ivysaur<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Average":40.7,"ArxivClusteringP2P":46.39,"ArxivClusteringS2S":35.41,"BiorxivClusteringP2P":38.98,"BiorxivClusteringS2S":31.74,"MedrxivClusteringP2P":33.13,"MedrxivClusteringS2S":30.29,"RedditClustering":47.53,"RedditClusteringP2P":56.03,"StackExchangeClustering":53.87,"StackExchangeClusteringP2P":33.57,"TwentyNewsgroupsClustering":40.77}
+{"index":74,"Rank":136,"Model":"LLM2Vec-Mistral-unsupervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":40.63,"ArxivClusteringP2P":47.56,"ArxivClusteringS2S":39.92,"BiorxivClusteringP2P":36.14,"BiorxivClusteringS2S":30.26,"MedrxivClusteringP2P":30.11,"MedrxivClusteringS2S":26.93,"RedditClustering":41.83,"RedditClusteringP2P":62.08,"StackExchangeClustering":67.34,"StackExchangeClusteringP2P":34.5,"TwentyNewsgroupsClustering":30.26}
+{"index":331,"Rank":137,"Model":"new_model<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.54,"ArxivClusteringP2P":43.24,"ArxivClusteringS2S":36.49,"BiorxivClusteringP2P":35.56,"BiorxivClusteringS2S":31.02,"MedrxivClusteringP2P":31.7,"MedrxivClusteringS2S":27.76,"RedditClustering":49.16,"RedditClusteringP2P":61.55,"StackExchangeClustering":56.77,"StackExchangeClusteringP2P":32.04,"TwentyNewsgroupsClustering":40.7}
+{"index":130,"Rank":138,"Model":"Titan-text-embeddings-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":40.4,"ArxivClusteringP2P":41.78,"ArxivClusteringS2S":34.13,"BiorxivClusteringP2P":35.01,"BiorxivClusteringS2S":31.0,"MedrxivClusteringP2P":29.71,"MedrxivClusteringS2S":28.0,"RedditClustering":49.53,"RedditClusteringP2P":59.71,"StackExchangeClustering":60.73,"StackExchangeClusteringP2P":34.64,"TwentyNewsgroupsClustering":40.12}
+{"index":92,"Rank":139,"Model":"SGPT-5.8B-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":5874,"Memory Usage (GB, fp32)":21.88,"Average":40.34,"ArxivClusteringP2P":45.59,"ArxivClusteringS2S":38.86,"BiorxivClusteringP2P":36.55,"BiorxivClusteringS2S":33.7,"MedrxivClusteringP2P":31.51,"MedrxivClusteringS2S":28.76,"RedditClustering":40.45,"RedditClusteringP2P":55.75,"StackExchangeClustering":59.21,"StackExchangeClusteringP2P":33.95,"TwentyNewsgroupsClustering":39.46}
+{"index":227,"Rank":140,"Model":"nomic-embed-text-v1.5-64<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":40.31,"ArxivClusteringP2P":41.8,"ArxivClusteringS2S":32.41,"BiorxivClusteringP2P":34.81,"BiorxivClusteringS2S":28.59,"MedrxivClusteringP2P":32.73,"MedrxivClusteringS2S":29.91,"RedditClustering":50.31,"RedditClusteringP2P":56.57,"StackExchangeClustering":57.99,"StackExchangeClusteringP2P":33.64,"TwentyNewsgroupsClustering":44.61}
+{"index":265,"Rank":141,"Model":"sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":40.21,"ArxivClusteringP2P":39.28,"ArxivClusteringS2S":27.26,"BiorxivClusteringP2P":33.99,"BiorxivClusteringS2S":22.92,"MedrxivClusteringP2P":33.2,"MedrxivClusteringS2S":26.13,"RedditClustering":52.93,"RedditClusteringP2P":59.67,"StackExchangeClustering":63.13,"StackExchangeClusteringP2P":35.68,"TwentyNewsgroupsClustering":48.1}
+{"index":194,"Rank":142,"Model":"jina-embeddings-v2-small-en<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":40.08,"ArxivClusteringP2P":44.02,"ArxivClusteringS2S":35.16,"BiorxivClusteringP2P":35.57,"BiorxivClusteringS2S":29.07,"MedrxivClusteringP2P":31.86,"MedrxivClusteringS2S":27.51,"RedditClustering":49.28,"RedditClusteringP2P":57.09,"StackExchangeClustering":55.35,"StackExchangeClusteringP2P":34.42,"TwentyNewsgroupsClustering":41.57}
+{"index":210,"Rank":143,"Model":"all-MiniLM-L6-v2-ds<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":39.94,"ArxivClusteringP2P":46.19,"ArxivClusteringS2S":36.91,"BiorxivClusteringP2P":38.59,"BiorxivClusteringS2S":32.32,"MedrxivClusteringP2P":32.55,"MedrxivClusteringS2S":29.92,"RedditClustering":45.63,"RedditClusteringP2P":53.37,"StackExchangeClustering":47.28,"StackExchangeClusteringP2P":34.25,"TwentyNewsgroupsClustering":42.38}
+{"index":176,"Rank":144,"Model":"e5-small-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":39.92,"ArxivClusteringP2P":42.12,"ArxivClusteringS2S":34.8,"BiorxivClusteringP2P":35.89,"BiorxivClusteringS2S":30.05,"MedrxivClusteringP2P":31.34,"MedrxivClusteringS2S":27.88,"RedditClustering":45.72,"RedditClusteringP2P":59.66,"StackExchangeClustering":58.51,"StackExchangeClusteringP2P":31.98,"TwentyNewsgroupsClustering":41.13}
+{"index":88,"Rank":145,"Model":"SGPT-1.3B-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":1341,"Memory Usage (GB, fp32)":4.99,"Average":39.92,"ArxivClusteringP2P":43.38,"ArxivClusteringS2S":33.71,"BiorxivClusteringP2P":35.06,"BiorxivClusteringS2S":30.71,"MedrxivClusteringP2P":32.08,"MedrxivClusteringS2S":29.45,"RedditClustering":48.23,"RedditClusteringP2P":53.18,"StackExchangeClustering":60.86,"StackExchangeClusteringP2P":32.36,"TwentyNewsgroupsClustering":40.06}
+{"index":91,"Rank":146,"Model":"SGPT-2.7B-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":2685,"Memory Usage (GB, fp32)":10.0,"Average":39.83,"ArxivClusteringP2P":44.72,"ArxivClusteringS2S":35.08,"BiorxivClusteringP2P":34.41,"BiorxivClusteringS2S":30.53,"MedrxivClusteringP2P":31.35,"MedrxivClusteringS2S":28.77,"RedditClustering":46.47,"RedditClusteringP2P":54.17,"StackExchangeClustering":59.19,"StackExchangeClusteringP2P":32.57,"TwentyNewsgroupsClustering":40.89}
+{"index":175,"Rank":147,"Model":"e5-small<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":39.73,"ArxivClusteringP2P":44.14,"ArxivClusteringS2S":37.14,"BiorxivClusteringP2P":36.1,"BiorxivClusteringS2S":31.51,"MedrxivClusteringP2P":31.31,"MedrxivClusteringS2S":28.32,"RedditClustering":43.27,"RedditClusteringP2P":57.22,"StackExchangeClustering":59.6,"StackExchangeClusteringP2P":30.82,"TwentyNewsgroupsClustering":37.65}
+{"index":177,"Rank":148,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":39.62,"ArxivClusteringP2P":43.35,"ArxivClusteringS2S":36.0,"BiorxivClusteringP2P":37.55,"BiorxivClusteringS2S":30.33,"MedrxivClusteringP2P":30.6,"MedrxivClusteringS2S":28.73,"RedditClustering":43.15,"RedditClusteringP2P":61.69,"StackExchangeClustering":55.31,"StackExchangeClusteringP2P":33.51,"TwentyNewsgroupsClustering":35.55}
+{"index":85,"Rank":149,"Model":"gte-micro-v4<\/a>","Model Size (Million Parameters)":19,"Memory Usage (GB, fp32)":0.07,"Average":39.54,"ArxivClusteringP2P":42.86,"ArxivClusteringS2S":32.48,"BiorxivClusteringP2P":36.83,"BiorxivClusteringS2S":29.24,"MedrxivClusteringP2P":32.55,"MedrxivClusteringS2S":30.8,"RedditClustering":48.28,"RedditClusteringP2P":53.56,"StackExchangeClustering":55.07,"StackExchangeClusteringP2P":31.92,"TwentyNewsgroupsClustering":41.37}
+{"index":133,"Rank":150,"Model":"GIST-all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Average":39.48,"ArxivClusteringP2P":45.31,"ArxivClusteringS2S":35.45,"BiorxivClusteringP2P":38.38,"BiorxivClusteringS2S":31.09,"MedrxivClusteringP2P":33.35,"MedrxivClusteringS2S":29.79,"RedditClustering":44.12,"RedditClusteringP2P":48.68,"StackExchangeClustering":53.11,"StackExchangeClusteringP2P":33.91,"TwentyNewsgroupsClustering":41.13}
+{"index":116,"Rank":151,"Model":"bge-micro<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":39.46,"ArxivClusteringP2P":44.6,"ArxivClusteringS2S":34.48,"BiorxivClusteringP2P":37.13,"BiorxivClusteringS2S":29.72,"MedrxivClusteringP2P":31.98,"MedrxivClusteringS2S":29.26,"RedditClustering":45.27,"RedditClusteringP2P":54.47,"StackExchangeClustering":53.11,"StackExchangeClusteringP2P":34.67,"TwentyNewsgroupsClustering":39.37}
+{"index":193,"Rank":152,"Model":"jina-embeddings-v2-base-es<\/a>","Model Size (Million Parameters)":161,"Memory Usage (GB, fp32)":0.6,"Average":39.29,"ArxivClusteringP2P":41.55,"ArxivClusteringS2S":32.19,"BiorxivClusteringP2P":35.17,"BiorxivClusteringS2S":28.89,"MedrxivClusteringP2P":32.19,"MedrxivClusteringS2S":28.78,"RedditClustering":48.28,"RedditClusteringP2P":56.03,"StackExchangeClustering":55.39,"StackExchangeClusteringP2P":33.57,"TwentyNewsgroupsClustering":40.2}
+{"index":234,"Rank":153,"Model":"jina-embeddings-v2-base-es-Q5_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":39.29,"ArxivClusteringP2P":41.55,"ArxivClusteringS2S":32.19,"BiorxivClusteringP2P":35.17,"BiorxivClusteringS2S":28.89,"MedrxivClusteringP2P":32.19,"MedrxivClusteringS2S":28.78,"RedditClustering":48.28,"RedditClusteringP2P":56.03,"StackExchangeClustering":55.39,"StackExchangeClusteringP2P":33.57,"TwentyNewsgroupsClustering":40.2}
+{"index":117,"Rank":154,"Model":"bge-micro-v2<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":39.18,"ArxivClusteringP2P":44.53,"ArxivClusteringS2S":33.25,"BiorxivClusteringP2P":36.11,"BiorxivClusteringS2S":28.06,"MedrxivClusteringP2P":31.56,"MedrxivClusteringS2S":28.13,"RedditClustering":45.46,"RedditClusteringP2P":55.16,"StackExchangeClustering":54.51,"StackExchangeClusteringP2P":34.07,"TwentyNewsgroupsClustering":40.19}
+{"index":63,"Rank":155,"Model":"bilingual-embedding-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":39.16,"ArxivClusteringP2P":41.76,"ArxivClusteringS2S":31.63,"BiorxivClusteringP2P":36.01,"BiorxivClusteringS2S":28.77,"MedrxivClusteringP2P":31.27,"MedrxivClusteringS2S":28.97,"RedditClustering":47.39,"RedditClusteringP2P":58.38,"StackExchangeClustering":52.47,"StackExchangeClusteringP2P":33.63,"TwentyNewsgroupsClustering":40.52}
+{"index":183,"Rank":156,"Model":"udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":39.11,"ArxivClusteringP2P":44.52,"ArxivClusteringS2S":34.45,"BiorxivClusteringP2P":35.25,"BiorxivClusteringS2S":30.71,"MedrxivClusteringP2P":29.43,"MedrxivClusteringS2S":28.87,"RedditClustering":44.52,"RedditClusteringP2P":53.61,"StackExchangeClustering":57.11,"StackExchangeClusteringP2P":31.91,"TwentyNewsgroupsClustering":39.8}
+{"index":65,"Rank":157,"Model":"jina-embeddings-v2-base-de-Q5_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":38.99,"ArxivClusteringP2P":41.43,"ArxivClusteringS2S":32.09,"BiorxivClusteringP2P":34.97,"BiorxivClusteringS2S":28.78,"MedrxivClusteringP2P":31.33,"MedrxivClusteringS2S":28.76,"RedditClustering":47.75,"RedditClusteringP2P":54.88,"StackExchangeClustering":55.38,"StackExchangeClusteringP2P":33.08,"TwentyNewsgroupsClustering":40.48}
+{"index":142,"Rank":158,"Model":"jina-embeddings-v2-base-de-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":38.99,"ArxivClusteringP2P":41.43,"ArxivClusteringS2S":32.09,"BiorxivClusteringP2P":34.97,"BiorxivClusteringS2S":28.78,"MedrxivClusteringP2P":31.33,"MedrxivClusteringS2S":28.76,"RedditClustering":47.75,"RedditClusteringP2P":54.88,"StackExchangeClustering":55.38,"StackExchangeClusteringP2P":33.08,"TwentyNewsgroupsClustering":40.48}
+{"index":191,"Rank":159,"Model":"jina-embeddings-v2-base-de<\/a>","Model Size (Million Parameters)":161,"Memory Usage (GB, fp32)":0.6,"Average":38.99,"ArxivClusteringP2P":41.43,"ArxivClusteringS2S":32.09,"BiorxivClusteringP2P":34.97,"BiorxivClusteringS2S":28.78,"MedrxivClusteringP2P":31.33,"MedrxivClusteringS2S":28.76,"RedditClustering":47.75,"RedditClusteringP2P":54.88,"StackExchangeClustering":55.38,"StackExchangeClusteringP2P":33.08,"TwentyNewsgroupsClustering":40.48}
+{"index":139,"Rank":160,"Model":"sgpt-bloom-7b1-msmarco<\/a>","Model Size (Million Parameters)":7068,"Memory Usage (GB, fp32)":26.33,"Average":38.93,"ArxivClusteringP2P":44.59,"ArxivClusteringS2S":38.03,"BiorxivClusteringP2P":36.03,"BiorxivClusteringS2S":32.48,"MedrxivClusteringP2P":31.05,"MedrxivClusteringS2S":29.26,"RedditClustering":35.53,"RedditClusteringP2P":54.52,"StackExchangeClustering":55.13,"StackExchangeClusteringP2P":34.31,"TwentyNewsgroupsClustering":37.28}
+{"index":115,"Rank":161,"Model":"snowflake-arctic-embed-xs<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Average":38.86,"ArxivClusteringP2P":43.5,"ArxivClusteringS2S":32.09,"BiorxivClusteringP2P":34.48,"BiorxivClusteringS2S":26.14,"MedrxivClusteringP2P":30.57,"MedrxivClusteringS2S":26.22,"RedditClustering":48.32,"RedditClusteringP2P":57.84,"StackExchangeClustering":57.49,"StackExchangeClusteringP2P":34.58,"TwentyNewsgroupsClustering":36.28}
+{"index":257,"Rank":162,"Model":"gtr-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":38.63,"ArxivClusteringP2P":35.49,"ArxivClusteringS2S":27.18,"BiorxivClusteringP2P":27.66,"BiorxivClusteringS2S":23.25,"MedrxivClusteringP2P":27.57,"MedrxivClusteringS2S":25.13,"RedditClustering":56.13,"RedditClusteringP2P":58.53,"StackExchangeClustering":64.21,"StackExchangeClusteringP2P":33.01,"TwentyNewsgroupsClustering":46.72}
+{"index":264,"Rank":163,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":38.4,"ArxivClusteringP2P":37.78,"ArxivClusteringS2S":31.68,"BiorxivClusteringP2P":33.09,"BiorxivClusteringS2S":29.6,"MedrxivClusteringP2P":31.96,"MedrxivClusteringS2S":31.7,"RedditClustering":45.24,"RedditClusteringP2P":51.31,"StackExchangeClustering":52.98,"StackExchangeClusteringP2P":32.94,"TwentyNewsgroupsClustering":44.1}
+{"index":220,"Rank":164,"Model":"bge-small-en-v1.5-sparse<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":38.37,"ArxivClusteringP2P":43.11,"ArxivClusteringS2S":34.41,"BiorxivClusteringP2P":34.7,"BiorxivClusteringS2S":28.84,"MedrxivClusteringP2P":30.49,"MedrxivClusteringS2S":28.8,"RedditClustering":42.86,"RedditClusteringP2P":54.27,"StackExchangeClustering":53.09,"StackExchangeClusteringP2P":33.15,"TwentyNewsgroupsClustering":38.35}
+{"index":131,"Rank":165,"Model":"bge-small-4096<\/a>","Model Size (Million Parameters)":35,"Memory Usage (GB, fp32)":0.13,"Average":38.03,"ArxivClusteringP2P":43.85,"ArxivClusteringS2S":29.59,"BiorxivClusteringP2P":37.8,"BiorxivClusteringS2S":26.76,"MedrxivClusteringP2P":32.54,"MedrxivClusteringS2S":28.05,"RedditClustering":43.68,"RedditClusteringP2P":54.33,"StackExchangeClustering":51.77,"StackExchangeClusteringP2P":33.31,"TwentyNewsgroupsClustering":36.65}
+{"index":148,"Rank":166,"Model":"cai-stellaris-text-embeddings<\/a>","Model Size (Million Parameters)":53,"Memory Usage (GB, fp32)":0.2,"Average":37.92,"ArxivClusteringP2P":42.01,"ArxivClusteringS2S":31.41,"BiorxivClusteringP2P":34.73,"BiorxivClusteringS2S":29.28,"MedrxivClusteringP2P":31.77,"MedrxivClusteringS2S":30.94,"RedditClustering":43.09,"RedditClusteringP2P":56.54,"StackExchangeClustering":48.23,"StackExchangeClusteringP2P":34.76,"TwentyNewsgroupsClustering":34.36}
+{"index":321,"Rank":167,"Model":"universal-sentence-encoder-large-5<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":37.82,"ArxivClusteringP2P":34.72,"ArxivClusteringS2S":25.27,"BiorxivClusteringP2P":28.39,"BiorxivClusteringS2S":20.52,"MedrxivClusteringP2P":30.27,"MedrxivClusteringS2S":24.58,"RedditClustering":56.93,"RedditClusteringP2P":58.95,"StackExchangeClustering":60.85,"StackExchangeClusteringP2P":33.14,"TwentyNewsgroupsClustering":42.43}
+{"index":261,"Rank":168,"Model":"msmarco-bert-co-condensor<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":37.64,"ArxivClusteringP2P":36.94,"ArxivClusteringS2S":29.03,"BiorxivClusteringP2P":32.35,"BiorxivClusteringS2S":28.16,"MedrxivClusteringP2P":30.23,"MedrxivClusteringS2S":27.01,"RedditClustering":48.04,"RedditClusteringP2P":53.53,"StackExchangeClustering":59.54,"StackExchangeClusteringP2P":30.48,"TwentyNewsgroupsClustering":38.68}
+{"index":77,"Rank":169,"Model":"Bulbasaur<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":37.6,"ArxivClusteringP2P":40.28,"ArxivClusteringS2S":31.06,"BiorxivClusteringP2P":35.18,"BiorxivClusteringS2S":28.18,"MedrxivClusteringP2P":30.4,"MedrxivClusteringS2S":28.79,"RedditClustering":45.93,"RedditClusteringP2P":51.44,"StackExchangeClustering":52.18,"StackExchangeClusteringP2P":30.67,"TwentyNewsgroupsClustering":39.44}
+{"index":349,"Rank":170,"Model":"text-similarity-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":37.52,"ArxivClusteringP2P":41.49,"ArxivClusteringS2S":28.47,"BiorxivClusteringP2P":36.86,"BiorxivClusteringS2S":27.55,"MedrxivClusteringP2P":31.09,"MedrxivClusteringS2S":26.5,"RedditClustering":42.47,"RedditClusteringP2P":58.1,"StackExchangeClustering":53.52,"StackExchangeClusteringP2P":30.43,"TwentyNewsgroupsClustering":36.26}
+{"index":76,"Rank":171,"Model":"LLM2Vec-Sheared-Llama-unsupervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":37.45,"ArxivClusteringP2P":42.92,"ArxivClusteringS2S":35.2,"BiorxivClusteringP2P":35.02,"BiorxivClusteringS2S":27.21,"MedrxivClusteringP2P":30.15,"MedrxivClusteringS2S":26.96,"RedditClustering":38.67,"RedditClusteringP2P":53.42,"StackExchangeClustering":59.35,"StackExchangeClusteringP2P":31.47,"TwentyNewsgroupsClustering":31.54}
+{"index":180,"Rank":172,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":37.22,"ArxivClusteringP2P":39.22,"ArxivClusteringS2S":30.8,"BiorxivClusteringP2P":35.84,"BiorxivClusteringS2S":27.35,"MedrxivClusteringP2P":30.72,"MedrxivClusteringS2S":27.0,"RedditClustering":40.12,"RedditClusteringP2P":59.49,"StackExchangeClustering":53.32,"StackExchangeClusteringP2P":31.87,"TwentyNewsgroupsClustering":33.67}
+{"index":189,"Rank":173,"Model":"jina-embedding-l-en-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":37.15,"ArxivClusteringP2P":40.51,"ArxivClusteringS2S":31.58,"BiorxivClusteringP2P":33.56,"BiorxivClusteringS2S":28.44,"MedrxivClusteringP2P":30.12,"MedrxivClusteringS2S":25.26,"RedditClustering":45.05,"RedditClusteringP2P":55.14,"StackExchangeClustering":45.24,"StackExchangeClusteringP2P":33.37,"TwentyNewsgroupsClustering":40.42}
+{"index":263,"Rank":174,"Model":"paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":37.15,"ArxivClusteringP2P":38.33,"ArxivClusteringS2S":31.55,"BiorxivClusteringP2P":33.79,"BiorxivClusteringS2S":29.41,"MedrxivClusteringP2P":31.0,"MedrxivClusteringS2S":30.85,"RedditClustering":42.64,"RedditClusteringP2P":50.1,"StackExchangeClustering":49.29,"StackExchangeClusteringP2P":31.67,"TwentyNewsgroupsClustering":39.99}
+{"index":68,"Rank":175,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":37.08,"ArxivClusteringP2P":39.22,"ArxivClusteringS2S":30.8,"BiorxivClusteringP2P":35.75,"BiorxivClusteringS2S":27.05,"MedrxivClusteringP2P":30.9,"MedrxivClusteringS2S":27.26,"RedditClustering":39.13,"RedditClusteringP2P":58.98,"StackExchangeClustering":53.52,"StackExchangeClusteringP2P":32.07,"TwentyNewsgroupsClustering":33.22}
+{"index":93,"Rank":176,"Model":"SGPT-5.8B-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":5874,"Memory Usage (GB, fp32)":21.88,"Average":36.98,"ArxivClusteringP2P":40.55,"ArxivClusteringS2S":32.49,"BiorxivClusteringP2P":33.59,"BiorxivClusteringS2S":29.13,"MedrxivClusteringP2P":30.33,"MedrxivClusteringS2S":28.02,"RedditClustering":42.17,"RedditClusteringP2P":48.02,"StackExchangeClustering":54.13,"StackExchangeClusteringP2P":31.12,"TwentyNewsgroupsClustering":37.2}
+{"index":185,"Rank":177,"Model":"udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":36.89,"ArxivClusteringP2P":40.27,"ArxivClusteringS2S":32.0,"BiorxivClusteringP2P":33.27,"BiorxivClusteringS2S":28.65,"MedrxivClusteringP2P":27.85,"MedrxivClusteringS2S":27.71,"RedditClustering":41.34,"RedditClusteringP2P":51.2,"StackExchangeClustering":54.51,"StackExchangeClusteringP2P":31.12,"TwentyNewsgroupsClustering":37.88}
+{"index":82,"Rank":178,"Model":"gte-micro<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":35.96,"ArxivClusteringP2P":35.24,"ArxivClusteringS2S":31.09,"BiorxivClusteringP2P":30.2,"BiorxivClusteringS2S":27.38,"MedrxivClusteringP2P":27.17,"MedrxivClusteringS2S":27.52,"RedditClustering":45.62,"RedditClusteringP2P":47.87,"StackExchangeClustering":52.62,"StackExchangeClusteringP2P":30.05,"TwentyNewsgroupsClustering":40.79}
+{"index":188,"Rank":179,"Model":"jina-embedding-b-en-v1<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":35.88,"ArxivClusteringP2P":39.25,"ArxivClusteringS2S":29.08,"BiorxivClusteringP2P":32.2,"BiorxivClusteringS2S":26.63,"MedrxivClusteringP2P":29.6,"MedrxivClusteringS2S":25.01,"RedditClustering":42.85,"RedditClusteringP2P":52.55,"StackExchangeClustering":48.07,"StackExchangeClusteringP2P":31.36,"TwentyNewsgroupsClustering":38.06}
+{"index":302,"Rank":180,"Model":"mxb<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":35.8,"ArxivClusteringP2P":36.37,"ArxivClusteringS2S":26.71,"BiorxivClusteringP2P":33.77,"BiorxivClusteringS2S":25.21,"MedrxivClusteringP2P":30.84,"MedrxivClusteringS2S":27.82,"RedditClustering":45.56,"RedditClusteringP2P":47.77,"StackExchangeClustering":47.53,"StackExchangeClusteringP2P":30.66,"TwentyNewsgroupsClustering":41.53}
+{"index":89,"Rank":181,"Model":"SGPT-125M-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":35.79,"ArxivClusteringP2P":39.71,"ArxivClusteringS2S":28.24,"BiorxivClusteringP2P":33.63,"BiorxivClusteringS2S":27.04,"MedrxivClusteringP2P":31.37,"MedrxivClusteringS2S":26.87,"RedditClustering":40.23,"RedditClusteringP2P":49.09,"StackExchangeClustering":52.74,"StackExchangeClusteringP2P":32.66,"TwentyNewsgroupsClustering":32.13}
+{"index":86,"Rank":182,"Model":"test24<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":35.78,"ArxivClusteringP2P":41.21,"ArxivClusteringS2S":30.2,"BiorxivClusteringP2P":35.62,"BiorxivClusteringS2S":25.4,"MedrxivClusteringP2P":31.42,"MedrxivClusteringS2S":27.14,"RedditClustering":39.24,"RedditClusteringP2P":52.2,"StackExchangeClustering":46.43,"StackExchangeClusteringP2P":34.31,"TwentyNewsgroupsClustering":30.43}
+{"index":320,"Rank":183,"Model":"universal-sentence-encoder-4<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":35.71,"ArxivClusteringP2P":35.13,"ArxivClusteringS2S":23.46,"BiorxivClusteringP2P":31.17,"BiorxivClusteringS2S":18.81,"MedrxivClusteringP2P":28.88,"MedrxivClusteringS2S":23.31,"RedditClustering":49.72,"RedditClusteringP2P":57.92,"StackExchangeClustering":54.64,"StackExchangeClusteringP2P":31.58,"TwentyNewsgroupsClustering":38.23}
+{"index":155,"Rank":184,"Model":"multi-qa-MiniLM-L6-cos-v1<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":35.67,"ArxivClusteringP2P":37.75,"ArxivClusteringS2S":27.7,"BiorxivClusteringP2P":30.24,"BiorxivClusteringS2S":22.67,"MedrxivClusteringP2P":28.41,"MedrxivClusteringS2S":26.14,"RedditClustering":46.29,"RedditClusteringP2P":50.95,"StackExchangeClustering":48.08,"StackExchangeClusteringP2P":33.35,"TwentyNewsgroupsClustering":40.79}
+{"index":297,"Rank":185,"Model":"mpn<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":35.36,"ArxivClusteringP2P":37.15,"ArxivClusteringS2S":27.23,"BiorxivClusteringP2P":33.84,"BiorxivClusteringS2S":25.24,"MedrxivClusteringP2P":30.36,"MedrxivClusteringS2S":28.0,"RedditClustering":42.21,"RedditClusteringP2P":48.1,"StackExchangeClustering":45.35,"StackExchangeClusteringP2P":31.27,"TwentyNewsgroupsClustering":40.23}
+{"index":323,"Rank":186,"Model":"universal-sentence-encoder-multilingual-large-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":35.06,"ArxivClusteringP2P":34.75,"ArxivClusteringS2S":22.62,"BiorxivClusteringP2P":28.75,"BiorxivClusteringS2S":20.14,"MedrxivClusteringP2P":31.2,"MedrxivClusteringS2S":25.8,"RedditClustering":46.17,"RedditClusteringP2P":56.53,"StackExchangeClustering":49.34,"StackExchangeClusteringP2P":33.4,"TwentyNewsgroupsClustering":36.93}
+{"index":299,"Rank":187,"Model":"mpn-nobivec<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.94,"ArxivClusteringP2P":36.49,"ArxivClusteringS2S":26.96,"BiorxivClusteringP2P":33.91,"BiorxivClusteringS2S":25.33,"MedrxivClusteringP2P":30.16,"MedrxivClusteringS2S":27.71,"RedditClustering":44.16,"RedditClusteringP2P":46.71,"StackExchangeClustering":43.35,"StackExchangeClusteringP2P":31.34,"TwentyNewsgroupsClustering":38.18}
+{"index":322,"Rank":188,"Model":"universal-sentence-encoder-multilingual-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.82,"ArxivClusteringP2P":33.72,"ArxivClusteringS2S":23.99,"BiorxivClusteringP2P":30.88,"BiorxivClusteringS2S":21.05,"MedrxivClusteringP2P":28.68,"MedrxivClusteringS2S":24.25,"RedditClustering":43.82,"RedditClusteringP2P":58.37,"StackExchangeClustering":47.83,"StackExchangeClusteringP2P":33.01,"TwentyNewsgroupsClustering":37.47}
+{"index":283,"Rank":189,"Model":"ft-gcp-pca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.62,"ArxivClusteringP2P":39.29,"ArxivClusteringS2S":29.88,"BiorxivClusteringP2P":35.42,"BiorxivClusteringS2S":26.33,"MedrxivClusteringP2P":28.89,"MedrxivClusteringS2S":24.03,"RedditClustering":37.29,"RedditClusteringP2P":44.92,"StackExchangeClustering":48.25,"StackExchangeClusteringP2P":30.47,"TwentyNewsgroupsClustering":36.07}
+{"index":285,"Rank":190,"Model":"ft-lower-pca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.58,"ArxivClusteringP2P":38.2,"ArxivClusteringS2S":30.83,"BiorxivClusteringP2P":35.24,"BiorxivClusteringS2S":28.32,"MedrxivClusteringP2P":28.2,"MedrxivClusteringS2S":26.03,"RedditClustering":36.21,"RedditClusteringP2P":44.01,"StackExchangeClustering":48.0,"StackExchangeClusteringP2P":29.79,"TwentyNewsgroupsClustering":35.55}
+{"index":298,"Rank":191,"Model":"mpn-noabtt<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.47,"ArxivClusteringP2P":36.02,"ArxivClusteringS2S":26.78,"BiorxivClusteringP2P":33.2,"BiorxivClusteringS2S":25.14,"MedrxivClusteringP2P":29.31,"MedrxivClusteringS2S":27.37,"RedditClustering":40.97,"RedditClusteringP2P":44.76,"StackExchangeClustering":46.5,"StackExchangeClusteringP2P":30.73,"TwentyNewsgroupsClustering":38.41}
+{"index":315,"Rank":192,"Model":"s2v-gcp-pca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":34.17,"ArxivClusteringP2P":39.88,"ArxivClusteringS2S":30.43,"BiorxivClusteringP2P":34.33,"BiorxivClusteringS2S":26.23,"MedrxivClusteringP2P":29.29,"MedrxivClusteringS2S":25.74,"RedditClustering":40.64,"RedditClusteringP2P":45.04,"StackExchangeClustering":40.94,"StackExchangeClusteringP2P":27.82,"TwentyNewsgroupsClustering":35.52}
+{"index":253,"Rank":193,"Model":"allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":34.06,"ArxivClusteringP2P":44.75,"ArxivClusteringS2S":35.27,"BiorxivClusteringP2P":39.52,"BiorxivClusteringS2S":34.53,"MedrxivClusteringP2P":35.04,"MedrxivClusteringS2S":31.66,"RedditClustering":24.13,"RedditClusteringP2P":35.06,"StackExchangeClustering":39.01,"StackExchangeClusteringP2P":31.46,"TwentyNewsgroupsClustering":24.22}
+{"index":318,"Rank":194,"Model":"tst2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.94,"ArxivClusteringP2P":35.1,"ArxivClusteringS2S":25.75,"BiorxivClusteringP2P":32.83,"BiorxivClusteringS2S":24.09,"MedrxivClusteringP2P":29.54,"MedrxivClusteringS2S":27.33,"RedditClustering":41.4,"RedditClusteringP2P":45.37,"StackExchangeClustering":44.43,"StackExchangeClusteringP2P":31.24,"TwentyNewsgroupsClustering":36.28}
+{"index":275,"Rank":195,"Model":"Angle_BERT<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Average":33.47,"ArxivClusteringP2P":35.33,"ArxivClusteringS2S":27.66,"BiorxivClusteringP2P":30.95,"BiorxivClusteringS2S":24.81,"MedrxivClusteringP2P":27.35,"MedrxivClusteringS2S":25.59,"RedditClustering":40.32,"RedditClusteringP2P":45.99,"StackExchangeClustering":48.26,"StackExchangeClusteringP2P":28.87,"TwentyNewsgroupsClustering":33.07}
+{"index":235,"Rank":196,"Model":"sup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":33.43,"ArxivClusteringP2P":35.18,"ArxivClusteringS2S":27.54,"BiorxivClusteringP2P":30.15,"BiorxivClusteringS2S":24.67,"MedrxivClusteringP2P":26.25,"MedrxivClusteringS2S":24.12,"RedditClustering":40.23,"RedditClusteringP2P":47.74,"StackExchangeClustering":47.55,"StackExchangeClusteringP2P":29.45,"TwentyNewsgroupsClustering":34.86}
+{"index":87,"Rank":197,"Model":"test25<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":33.15,"ArxivClusteringP2P":37.86,"ArxivClusteringS2S":28.84,"BiorxivClusteringP2P":32.09,"BiorxivClusteringS2S":23.55,"MedrxivClusteringP2P":28.54,"MedrxivClusteringS2S":24.73,"RedditClustering":35.54,"RedditClusteringP2P":47.43,"StackExchangeClustering":46.54,"StackExchangeClusteringP2P":30.88,"TwentyNewsgroupsClustering":28.68}
+{"index":311,"Rank":198,"Model":"nmc-prmt-and-emb-150k<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.12,"ArxivClusteringP2P":34.78,"ArxivClusteringS2S":24.62,"BiorxivClusteringP2P":32.16,"BiorxivClusteringS2S":23.64,"MedrxivClusteringP2P":28.53,"MedrxivClusteringS2S":25.71,"RedditClustering":37.25,"RedditClusteringP2P":47.11,"StackExchangeClustering":43.31,"StackExchangeClusteringP2P":29.6,"TwentyNewsgroupsClustering":37.59}
+{"index":309,"Rank":199,"Model":"nmc-prmpt<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.12,"ArxivClusteringP2P":34.78,"ArxivClusteringS2S":24.62,"BiorxivClusteringP2P":32.16,"BiorxivClusteringS2S":23.64,"MedrxivClusteringP2P":28.53,"MedrxivClusteringS2S":25.71,"RedditClustering":37.25,"RedditClusteringP2P":47.11,"StackExchangeClustering":43.31,"StackExchangeClusteringP2P":29.6,"TwentyNewsgroupsClustering":37.59}
+{"index":310,"Rank":200,"Model":"nmc-prmt-and-emb<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.12,"ArxivClusteringP2P":34.78,"ArxivClusteringS2S":24.62,"BiorxivClusteringP2P":32.16,"BiorxivClusteringS2S":23.64,"MedrxivClusteringP2P":28.53,"MedrxivClusteringS2S":25.71,"RedditClustering":37.25,"RedditClusteringP2P":47.11,"StackExchangeClustering":43.31,"StackExchangeClusteringP2P":29.6,"TwentyNewsgroupsClustering":37.59}
+{"index":308,"Rank":201,"Model":"nmc-pmpt_correct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.12,"ArxivClusteringP2P":34.78,"ArxivClusteringS2S":24.62,"BiorxivClusteringP2P":32.16,"BiorxivClusteringS2S":23.64,"MedrxivClusteringP2P":28.53,"MedrxivClusteringS2S":25.71,"RedditClustering":37.25,"RedditClusteringP2P":47.11,"StackExchangeClustering":43.31,"StackExchangeClusteringP2P":29.6,"TwentyNewsgroupsClustering":37.59}
+{"index":301,"Rank":202,"Model":"mpn-wordpca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":33.06,"ArxivClusteringP2P":35.53,"ArxivClusteringS2S":26.89,"BiorxivClusteringP2P":33.41,"BiorxivClusteringS2S":24.42,"MedrxivClusteringP2P":29.1,"MedrxivClusteringS2S":27.58,"RedditClustering":36.72,"RedditClusteringP2P":43.47,"StackExchangeClustering":41.61,"StackExchangeClusteringP2P":29.66,"TwentyNewsgroupsClustering":35.25}
+{"index":81,"Rank":203,"Model":"Wartortle<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":32.91,"ArxivClusteringP2P":35.84,"ArxivClusteringS2S":27.3,"BiorxivClusteringP2P":32.35,"BiorxivClusteringS2S":24.06,"MedrxivClusteringP2P":28.24,"MedrxivClusteringS2S":25.34,"RedditClustering":35.92,"RedditClusteringP2P":46.08,"StackExchangeClustering":45.31,"StackExchangeClusteringP2P":29.91,"TwentyNewsgroupsClustering":31.69}
+{"index":303,"Rank":204,"Model":"nmc-cls<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.91,"ArxivClusteringP2P":34.41,"ArxivClusteringS2S":24.49,"BiorxivClusteringP2P":32.41,"BiorxivClusteringS2S":23.63,"MedrxivClusteringP2P":28.16,"MedrxivClusteringS2S":25.24,"RedditClustering":38.9,"RedditClusteringP2P":45.41,"StackExchangeClustering":44.24,"StackExchangeClusteringP2P":29.37,"TwentyNewsgroupsClustering":35.71}
+{"index":295,"Rank":205,"Model":"lma3-correct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.75,"ArxivClusteringP2P":35.2,"ArxivClusteringS2S":24.53,"BiorxivClusteringP2P":32.92,"BiorxivClusteringS2S":23.41,"MedrxivClusteringP2P":29.59,"MedrxivClusteringS2S":25.51,"RedditClustering":37.98,"RedditClusteringP2P":48.72,"StackExchangeClustering":34.4,"StackExchangeClusteringP2P":29.79,"TwentyNewsgroupsClustering":38.24}
+{"index":306,"Rank":206,"Model":"nmc-cls-nobiv<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.61,"ArxivClusteringP2P":33.85,"ArxivClusteringS2S":24.43,"BiorxivClusteringP2P":32.15,"BiorxivClusteringS2S":23.42,"MedrxivClusteringP2P":28.13,"MedrxivClusteringS2S":25.35,"RedditClustering":39.62,"RedditClusteringP2P":45.09,"StackExchangeClustering":41.72,"StackExchangeClusteringP2P":29.54,"TwentyNewsgroupsClustering":35.38}
+{"index":300,"Rank":207,"Model":"mpn-nopca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.61,"ArxivClusteringP2P":34.69,"ArxivClusteringS2S":25.58,"BiorxivClusteringP2P":32.57,"BiorxivClusteringS2S":24.14,"MedrxivClusteringP2P":28.28,"MedrxivClusteringS2S":26.55,"RedditClustering":36.54,"RedditClusteringP2P":42.82,"StackExchangeClustering":42.6,"StackExchangeClusteringP2P":29.96,"TwentyNewsgroupsClustering":34.95}
+{"index":190,"Rank":208,"Model":"jina-embedding-s-en-v1<\/a>","Model Size (Million Parameters)":35,"Memory Usage (GB, fp32)":0.13,"Average":32.56,"ArxivClusteringP2P":34.17,"ArxivClusteringS2S":23.99,"BiorxivClusteringP2P":28.51,"BiorxivClusteringS2S":20.94,"MedrxivClusteringP2P":27.24,"MedrxivClusteringS2S":23.27,"RedditClustering":37.95,"RedditClusteringP2P":49.91,"StackExchangeClustering":46.35,"StackExchangeClusteringP2P":31.46,"TwentyNewsgroupsClustering":34.39}
+{"index":357,"Rank":209,"Model":"elser-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":32.28,"ArxivClusteringP2P":35.27,"ArxivClusteringS2S":23.18,"BiorxivClusteringP2P":31.13,"BiorxivClusteringS2S":26.78,"MedrxivClusteringP2P":24.65,"MedrxivClusteringS2S":24.21,"RedditClustering":38.74,"RedditClusteringP2P":51.92,"StackExchangeClustering":42.7,"StackExchangeClusteringP2P":28.7,"TwentyNewsgroupsClustering":27.82}
+{"index":304,"Rank":210,"Model":"nmc-cls-300_correct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":32.17,"ArxivClusteringP2P":33.52,"ArxivClusteringS2S":23.84,"BiorxivClusteringP2P":32.07,"BiorxivClusteringS2S":23.19,"MedrxivClusteringP2P":27.88,"MedrxivClusteringS2S":25.08,"RedditClustering":35.44,"RedditClusteringP2P":44.62,"StackExchangeClustering":42.67,"StackExchangeClusteringP2P":29.34,"TwentyNewsgroupsClustering":36.17}
+{"index":290,"Rank":211,"Model":"lma-nobivec<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":31.99,"ArxivClusteringP2P":34.54,"ArxivClusteringS2S":24.0,"BiorxivClusteringP2P":32.33,"BiorxivClusteringS2S":23.02,"MedrxivClusteringP2P":29.69,"MedrxivClusteringS2S":25.71,"RedditClustering":40.61,"RedditClusteringP2P":46.79,"StackExchangeClustering":31.35,"StackExchangeClusteringP2P":29.72,"TwentyNewsgroupsClustering":34.12}
+{"index":313,"Rank":212,"Model":"s2v<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":31.75,"ArxivClusteringP2P":39.74,"ArxivClusteringS2S":30.69,"BiorxivClusteringP2P":34.04,"BiorxivClusteringS2S":26.59,"MedrxivClusteringP2P":29.0,"MedrxivClusteringS2S":25.38,"RedditClustering":28.36,"RedditClusteringP2P":43.4,"StackExchangeClustering":36.29,"StackExchangeClusteringP2P":26.55,"TwentyNewsgroupsClustering":29.19}
+{"index":314,"Rank":213,"Model":"s2v-gcp<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":31.68,"ArxivClusteringP2P":39.74,"ArxivClusteringS2S":30.69,"BiorxivClusteringP2P":34.04,"BiorxivClusteringS2S":26.59,"MedrxivClusteringP2P":29.0,"MedrxivClusteringS2S":25.38,"RedditClustering":27.61,"RedditClusteringP2P":43.4,"StackExchangeClustering":36.24,"StackExchangeClusteringP2P":26.6,"TwentyNewsgroupsClustering":29.17}
+{"index":32,"Rank":214,"Model":"winberta-base<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":31.67,"ArxivClusteringP2P":33.7,"ArxivClusteringS2S":23.04,"BiorxivClusteringP2P":32.7,"BiorxivClusteringS2S":23.28,"MedrxivClusteringP2P":31.94,"MedrxivClusteringS2S":28.05,"RedditClustering":30.83,"RedditClusteringP2P":46.29,"StackExchangeClustering":39.44,"StackExchangeClusteringP2P":32.61,"TwentyNewsgroupsClustering":26.54}
+{"index":284,"Rank":215,"Model":"ft-lower<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":31.47,"ArxivClusteringP2P":35.33,"ArxivClusteringS2S":28.89,"BiorxivClusteringP2P":33.54,"BiorxivClusteringS2S":26.93,"MedrxivClusteringP2P":27.18,"MedrxivClusteringS2S":25.59,"RedditClustering":28.53,"RedditClusteringP2P":39.03,"StackExchangeClustering":41.45,"StackExchangeClusteringP2P":27.98,"TwentyNewsgroupsClustering":31.73}
+{"index":90,"Rank":216,"Model":"SGPT-125M-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":30.95,"ArxivClusteringP2P":34.74,"ArxivClusteringS2S":24.68,"BiorxivClusteringP2P":28.93,"BiorxivClusteringS2S":23.08,"MedrxivClusteringP2P":28.3,"MedrxivClusteringS2S":24.93,"RedditClustering":33.76,"RedditClusteringP2P":41.01,"StackExchangeClustering":44.59,"StackExchangeClusteringP2P":28.23,"TwentyNewsgroupsClustering":28.24}
+{"index":281,"Rank":217,"Model":"fasttext<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.75,"ArxivClusteringP2P":36.77,"ArxivClusteringS2S":27.54,"BiorxivClusteringP2P":34.07,"BiorxivClusteringS2S":24.8,"MedrxivClusteringP2P":27.85,"MedrxivClusteringS2S":23.46,"RedditClustering":25.78,"RedditClusteringP2P":39.47,"StackExchangeClustering":41.46,"StackExchangeClusteringP2P":28.75,"TwentyNewsgroupsClustering":28.33}
+{"index":282,"Rank":218,"Model":"ft-gcp<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.75,"ArxivClusteringP2P":36.77,"ArxivClusteringS2S":27.54,"BiorxivClusteringP2P":34.07,"BiorxivClusteringS2S":24.8,"MedrxivClusteringP2P":27.85,"MedrxivClusteringS2S":23.46,"RedditClustering":25.78,"RedditClusteringP2P":39.47,"StackExchangeClustering":41.46,"StackExchangeClusteringP2P":28.75,"TwentyNewsgroupsClustering":28.33}
+{"index":271,"Rank":219,"Model":"text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":30.61,"ArxivClusteringP2P":32.32,"ArxivClusteringS2S":25.5,"BiorxivClusteringP2P":28.99,"BiorxivClusteringS2S":23.2,"MedrxivClusteringP2P":29.44,"MedrxivClusteringS2S":26.16,"RedditClustering":31.25,"RedditClusteringP2P":43.3,"StackExchangeClustering":34.36,"StackExchangeClusteringP2P":30.64,"TwentyNewsgroupsClustering":31.58}
+{"index":319,"Rank":220,"Model":"un-sim<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.6,"ArxivClusteringP2P":32.29,"ArxivClusteringS2S":23.87,"BiorxivClusteringP2P":30.33,"BiorxivClusteringS2S":21.62,"MedrxivClusteringP2P":27.41,"MedrxivClusteringS2S":24.46,"RedditClustering":33.78,"RedditClusteringP2P":40.67,"StackExchangeClustering":40.15,"StackExchangeClusteringP2P":28.45,"TwentyNewsgroupsClustering":33.53}
+{"index":305,"Rank":221,"Model":"nmc-cls-noabtt<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.34,"ArxivClusteringP2P":32.47,"ArxivClusteringS2S":24.26,"BiorxivClusteringP2P":30.34,"BiorxivClusteringS2S":22.55,"MedrxivClusteringP2P":26.96,"MedrxivClusteringS2S":24.78,"RedditClustering":31.34,"RedditClusteringP2P":40.33,"StackExchangeClustering":40.33,"StackExchangeClusteringP2P":28.34,"TwentyNewsgroupsClustering":32.0}
+{"index":316,"Rank":222,"Model":"sup-cse<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":30.24,"ArxivClusteringP2P":31.92,"ArxivClusteringS2S":23.74,"BiorxivClusteringP2P":29.89,"BiorxivClusteringS2S":21.68,"MedrxivClusteringP2P":26.8,"MedrxivClusteringS2S":24.23,"RedditClustering":32.6,"RedditClusteringP2P":40.45,"StackExchangeClustering":38.95,"StackExchangeClusteringP2P":28.43,"TwentyNewsgroupsClustering":34.0}
+{"index":79,"Rank":223,"Model":"Squirtle<\/a>","Model Size (Million Parameters)":16,"Memory Usage (GB, fp32)":0.06,"Average":30.21,"ArxivClusteringP2P":33.04,"ArxivClusteringS2S":24.68,"BiorxivClusteringP2P":30.86,"BiorxivClusteringS2S":21.1,"MedrxivClusteringP2P":27.17,"MedrxivClusteringS2S":23.78,"RedditClustering":31.45,"RedditClusteringP2P":43.69,"StackExchangeClustering":39.16,"StackExchangeClusteringP2P":29.18,"TwentyNewsgroupsClustering":28.23}
+{"index":138,"Rank":224,"Model":"bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":30.12,"ArxivClusteringP2P":35.19,"ArxivClusteringS2S":27.51,"BiorxivClusteringP2P":30.12,"BiorxivClusteringS2S":24.77,"MedrxivClusteringP2P":26.09,"MedrxivClusteringS2S":23.6,"RedditClustering":27.24,"RedditClusteringP2P":43.32,"StackExchangeClustering":43.58,"StackExchangeClusteringP2P":26.55,"TwentyNewsgroupsClustering":23.35}
+{"index":296,"Rank":225,"Model":"lma_noabtt<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":29.98,"ArxivClusteringP2P":31.67,"ArxivClusteringS2S":24.15,"BiorxivClusteringP2P":30.05,"BiorxivClusteringS2S":22.31,"MedrxivClusteringP2P":26.23,"MedrxivClusteringS2S":24.27,"RedditClustering":31.55,"RedditClusteringP2P":39.05,"StackExchangeClustering":38.68,"StackExchangeClusteringP2P":27.94,"TwentyNewsgroupsClustering":33.9}
+{"index":312,"Rank":226,"Model":"nmc-wordpca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":29.94,"ArxivClusteringP2P":33.33,"ArxivClusteringS2S":23.88,"BiorxivClusteringP2P":31.64,"BiorxivClusteringS2S":22.03,"MedrxivClusteringP2P":27.7,"MedrxivClusteringS2S":25.1,"RedditClustering":30.46,"RedditClusteringP2P":40.07,"StackExchangeClustering":36.91,"StackExchangeClusteringP2P":27.02,"TwentyNewsgroupsClustering":31.17}
+{"index":249,"Rank":227,"Model":"LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Average":29.55,"ArxivClusteringP2P":32.13,"ArxivClusteringS2S":22.05,"BiorxivClusteringP2P":29.84,"BiorxivClusteringS2S":20.57,"MedrxivClusteringP2P":30.13,"MedrxivClusteringS2S":24.82,"RedditClustering":28.79,"RedditClusteringP2P":49.14,"StackExchangeClustering":35.43,"StackExchangeClusteringP2P":28.83,"TwentyNewsgroupsClustering":23.28}
+{"index":236,"Rank":228,"Model":"unsup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":29.04,"ArxivClusteringP2P":32.61,"ArxivClusteringS2S":24.68,"BiorxivClusteringP2P":24.9,"BiorxivClusteringS2S":19.55,"MedrxivClusteringP2P":23.6,"MedrxivClusteringS2S":21.97,"RedditClustering":32.18,"RedditClusteringP2P":45.14,"StackExchangeClustering":43.07,"StackExchangeClusteringP2P":28.5,"TwentyNewsgroupsClustering":23.21}
+{"index":317,"Rank":229,"Model":"tst<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":29.04,"ArxivClusteringP2P":38.31,"ArxivClusteringS2S":27.56,"BiorxivClusteringP2P":33.35,"BiorxivClusteringS2S":24.18,"MedrxivClusteringP2P":28.35,"MedrxivClusteringS2S":23.71,"RedditClustering":22.47,"RedditClusteringP2P":39.66,"StackExchangeClustering":32.9,"StackExchangeClusteringP2P":26.0,"TwentyNewsgroupsClustering":22.9}
+{"index":292,"Rank":230,"Model":"lma-wordpca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":28.15,"ArxivClusteringP2P":32.75,"ArxivClusteringS2S":23.26,"BiorxivClusteringP2P":31.7,"BiorxivClusteringS2S":21.37,"MedrxivClusteringP2P":27.26,"MedrxivClusteringS2S":24.13,"RedditClustering":25.89,"RedditClusteringP2P":35.47,"StackExchangeClustering":32.85,"StackExchangeClusteringP2P":25.8,"TwentyNewsgroupsClustering":29.18}
+{"index":80,"Rank":231,"Model":"Venusaur<\/a>","Model Size (Million Parameters)":16,"Memory Usage (GB, fp32)":0.06,"Average":28.01,"ArxivClusteringP2P":31.76,"ArxivClusteringS2S":21.06,"BiorxivClusteringP2P":29.84,"BiorxivClusteringS2S":18.34,"MedrxivClusteringP2P":27.42,"MedrxivClusteringS2S":22.41,"RedditClustering":26.71,"RedditClusteringP2P":44.14,"StackExchangeClustering":32.84,"StackExchangeClusteringP2P":27.48,"TwentyNewsgroupsClustering":26.09}
+{"index":254,"Rank":232,"Model":"glove.6B.300d<\/a>","Model Size (Million Parameters)":120,"Memory Usage (GB, fp32)":0.45,"Average":27.73,"ArxivClusteringP2P":32.56,"ArxivClusteringS2S":23.14,"BiorxivClusteringP2P":29.27,"BiorxivClusteringS2S":19.18,"MedrxivClusteringP2P":26.12,"MedrxivClusteringS2S":20.38,"RedditClustering":28.46,"RedditClusteringP2P":35.82,"StackExchangeClustering":35.8,"StackExchangeClusteringP2P":28.51,"TwentyNewsgroupsClustering":25.83}
+{"index":307,"Rank":233,"Model":"nmc-cls-nopca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":27.52,"ArxivClusteringP2P":30.97,"ArxivClusteringS2S":21.57,"BiorxivClusteringP2P":29.96,"BiorxivClusteringS2S":20.82,"MedrxivClusteringP2P":26.34,"MedrxivClusteringS2S":23.28,"RedditClustering":24.55,"RedditClusteringP2P":38.0,"StackExchangeClustering":36.33,"StackExchangeClusteringP2P":27.5,"TwentyNewsgroupsClustering":23.41}
+{"index":291,"Rank":234,"Model":"lma-nopca<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":26.68,"ArxivClusteringP2P":29.49,"ArxivClusteringS2S":20.54,"BiorxivClusteringP2P":28.98,"BiorxivClusteringS2S":19.65,"MedrxivClusteringP2P":25.62,"MedrxivClusteringS2S":22.43,"RedditClustering":24.63,"RedditClusteringP2P":36.4,"StackExchangeClustering":34.97,"StackExchangeClusteringP2P":26.11,"TwentyNewsgroupsClustering":24.68}
+{"index":255,"Rank":235,"Model":"komninos<\/a>","Model Size (Million Parameters)":134,"Memory Usage (GB, fp32)":0.5,"Average":26.57,"ArxivClusteringP2P":34.73,"ArxivClusteringS2S":26.01,"BiorxivClusteringP2P":29.76,"BiorxivClusteringS2S":20.71,"MedrxivClusteringP2P":26.65,"MedrxivClusteringS2S":21.5,"RedditClustering":28.84,"RedditClusteringP2P":7.37,"StackExchangeClustering":39.04,"StackExchangeClusteringP2P":30.23,"TwentyNewsgroupsClustering":27.42}
+{"index":160,"Rank":236,"Model":"SONAR<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":26.2,"ArxivClusteringP2P":26.81,"ArxivClusteringS2S":24.35,"BiorxivClusteringP2P":20.62,"BiorxivClusteringS2S":19.08,"MedrxivClusteringP2P":19.06,"MedrxivClusteringS2S":19.8,"RedditClustering":28.52,"RedditClusteringP2P":38.63,"StackExchangeClustering":46.33,"StackExchangeClusteringP2P":20.57,"TwentyNewsgroupsClustering":24.41}
+{"index":270,"Rank":237,"Model":"rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":23.75,"ArxivClusteringP2P":24.83,"ArxivClusteringS2S":16.68,"BiorxivClusteringP2P":20.0,"BiorxivClusteringS2S":12.67,"MedrxivClusteringP2P":20.79,"MedrxivClusteringS2S":18.18,"RedditClustering":26.28,"RedditClusteringP2P":40.48,"StackExchangeClustering":33.51,"StackExchangeClusteringP2P":27.98,"TwentyNewsgroupsClustering":19.9}
+{"index":279,"Rank":238,"Model":"ALL_862873<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":18.0,"ArxivClusteringP2P":14.79,"ArxivClusteringS2S":12.25,"BiorxivClusteringP2P":13.94,"BiorxivClusteringS2S":9.79,"MedrxivClusteringP2P":15.7,"MedrxivClusteringS2S":14.89,"RedditClustering":18.38,"RedditClusteringP2P":27.1,"StackExchangeClustering":23.66,"StackExchangeClusteringP2P":27.34,"TwentyNewsgroupsClustering":20.17}
+{"index":11,"Rank":239,"Model":"LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Average":15.28,"ArxivClusteringP2P":17.77,"ArxivClusteringS2S":12.39,"BiorxivClusteringP2P":12.4,"BiorxivClusteringS2S":8.83,"MedrxivClusteringP2P":17.91,"MedrxivClusteringS2S":16.63,"RedditClustering":9.96,"RedditClusteringP2P":26.42,"StackExchangeClustering":15.79,"StackExchangeClusteringP2P":18.63,"TwentyNewsgroupsClustering":11.38}
+{"index":326,"Rank":240,"Model":"b1ade-embed-kd_3<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":0.41,"ArxivClusteringP2P":0.44,"ArxivClusteringS2S":0.37,"BiorxivClusteringP2P":0.36,"BiorxivClusteringS2S":0.31,"MedrxivClusteringP2P":0.32,"MedrxivClusteringS2S":0.29,"RedditClustering":0.5,"RedditClusteringP2P":0.55,"StackExchangeClustering":0.58,"StackExchangeClusteringP2P":0.3,"TwentyNewsgroupsClustering":0.46}
+{"index":42,"Rank":257,"Model":"openai_clip_embeddings<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":29.33,"BiorxivClusteringS2S":27.81,"MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
+{"index":83,"Rank":272,"Model":"gte-micro-v2<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":"","ArxivClusteringP2P":41.14,"ArxivClusteringS2S":31.79,"BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
+{"index":84,"Rank":273,"Model":"gte-micro-v3<\/a>","Model Size (Million Parameters)":17,"Memory Usage (GB, fp32)":0.06,"Average":"","ArxivClusteringP2P":41.14,"ArxivClusteringS2S":31.79,"BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
+{"index":108,"Rank":283,"Model":"LLaMA-embeeding<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":30.15,"BiorxivClusteringP2P":"","BiorxivClusteringS2S":24.29,"MedrxivClusteringP2P":"","MedrxivClusteringS2S":23.01,"RedditClustering":21.29,"RedditClusteringP2P":"","StackExchangeClustering":35.55,"StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":18.35}
+{"index":109,"Rank":284,"Model":"yiyouliao<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":31.38,"MedrxivClusteringS2S":30.28,"RedditClustering":"","RedditClusteringP2P":50.51,"StackExchangeClustering":51.79,"StackExchangeClusteringP2P":30.15,"TwentyNewsgroupsClustering":41.38}
+{"index":140,"Rank":292,"Model":"bge-m3<\/a>","Model Size (Million Parameters)":567,"Memory Usage (GB, fp32)":2.11,"Average":"","ArxivClusteringP2P":39.41,"ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
+{"index":256,"Rank":330,"Model":"distiluse-base-multilingual-cased-v2<\/a>","Model Size (Million Parameters)":135,"Memory Usage (GB, fp32)":0.5,"Average":"","ArxivClusteringP2P":33.59,"ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":""}
+{"index":344,"Rank":351,"Model":"text-search-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":26.05,"MedrxivClusteringP2P":"","MedrxivClusteringS2S":25.67,"RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":44.92}
+{"index":345,"Rank":352,"Model":"text-search-ada-doc-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":"","RedditClusteringP2P":"","StackExchangeClustering":"","StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":32.92}
+{"index":350,"Rank":356,"Model":"text-similarity-babbage-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":45.64,"RedditClusteringP2P":"","StackExchangeClustering":53.01,"StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":42.01}
+{"index":351,"Rank":357,"Model":"text-similarity-curie-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":40.79,"RedditClusteringP2P":"","StackExchangeClustering":55.14,"StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":37.64}
+{"index":352,"Rank":358,"Model":"text-similarity-davinci-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":"","ArxivClusteringP2P":"","ArxivClusteringS2S":"","BiorxivClusteringP2P":"","BiorxivClusteringS2S":"","MedrxivClusteringP2P":"","MedrxivClusteringS2S":"","RedditClustering":31.78,"RedditClusteringP2P":"","StackExchangeClustering":36.86,"StackExchangeClusteringP2P":"","TwentyNewsgroupsClustering":29.33}