Visual Document Retrieval
ColPali
Safetensors
English
vidore
vidore-experimental
QuentinJG commited on
Commit
1b5c892
·
verified ·
1 Parent(s): c4bd95c

Update results.json

Browse files
Files changed (1) hide show
  1. results.json +465 -1
results.json CHANGED
@@ -1 +1,465 @@
1
- {"./data_dir/eval_vidore/tatdqa_test": {"ndcg_at_1": 0.57108, "ndcg_at_3": 0.67493, "ndcg_at_5": 0.70361, "ndcg_at_10": 0.72693, "ndcg_at_20": 0.73559, "ndcg_at_50": 0.74195, "ndcg_at_100": 0.74529, "map_at_1": 0.57108, "map_at_3": 0.64895, "map_at_5": 0.6648, "map_at_10": 0.67439, "map_at_20": 0.6768, "map_at_50": 0.67786, "map_at_100": 0.67815, "recall_at_1": 0.57108, "recall_at_3": 0.7503, "recall_at_5": 0.82017, "recall_at_10": 0.89247, "recall_at_20": 0.92649, "recall_at_50": 0.95808, "recall_at_100": 0.97874, "precision_at_1": 0.57108, "precision_at_3": 0.2501, "precision_at_5": 0.16403, "precision_at_10": 0.08925, "precision_at_20": 0.04632, "precision_at_50": 0.01916, "precision_at_100": 0.00979, "mrr_at_1": 0.56865127582017, "mrr_at_3": 0.6471243418388012, "mrr_at_5": 0.6632239773187526, "mrr_at_10": 0.6727636984319852, "mrr_at_20": 0.6753542309195802, "mrr_at_50": 0.6765612284057695, "mrr_at_100": 0.6767635994564822, "naucs_at_1_max": 0.19627696906414918, "naucs_at_1_std": 0.25490113312887763, "naucs_at_1_diff1": 0.7311472112111653, "naucs_at_3_max": 0.12505762179060695, "naucs_at_3_std": 0.3250883135485268, "naucs_at_3_diff1": 0.6368932102920861, "naucs_at_5_max": 0.12681693174662004, "naucs_at_5_std": 0.36553579145484827, "naucs_at_5_diff1": 0.5963185435608184, "naucs_at_10_max": 0.2443283094718615, "naucs_at_10_std": 0.5378975291557723, "naucs_at_10_diff1": 0.6056682957261833, "naucs_at_20_max": 0.2941297289999579, "naucs_at_20_std": 0.5490669907768836, "naucs_at_20_diff1": 0.5965035030640417, "naucs_at_50_max": 0.21733999338436122, "naucs_at_50_std": 0.5631005588549655, "naucs_at_50_diff1": 0.6097410948123246, "naucs_at_100_max": 0.21831800388731984, "naucs_at_100_std": 0.710384903173119, "naucs_at_100_diff1": 0.6734222845071824}, "./data_dir/eval_vidore/shiftproject_test": {"ndcg_at_1": 0.63, "ndcg_at_3": 0.74071, "ndcg_at_5": 0.77385, "ndcg_at_10": 0.78346, "ndcg_at_20": 0.78886, "ndcg_at_50": 0.79529, "ndcg_at_100": 0.79852, "map_at_1": 0.63, "map_at_3": 0.71333, "map_at_5": 0.73183, "map_at_10": 0.73575, "map_at_20": 0.73742, "map_at_50": 0.73865, "map_at_100": 0.73894, "recall_at_1": 0.63, "recall_at_3": 0.82, "recall_at_5": 0.9, "recall_at_10": 0.93, "recall_at_20": 0.95, "recall_at_50": 0.98, "recall_at_100": 1.0, "precision_at_1": 0.63, "precision_at_3": 0.27333, "precision_at_5": 0.18, "precision_at_10": 0.093, "precision_at_20": 0.0475, "precision_at_50": 0.0196, "precision_at_100": 0.01, "mrr_at_1": 0.63, "mrr_at_3": 0.7183333333333333, "mrr_at_5": 0.7348333333333333, "mrr_at_10": 0.7408611111111111, "mrr_at_20": 0.741361111111111, "mrr_at_50": 0.7421598822324629, "mrr_at_100": 0.7424503305755428, "naucs_at_1_max": -0.0974004606778548, "naucs_at_1_std": -0.25468904244817375, "naucs_at_1_diff1": 0.6640185524687, "naucs_at_3_max": -0.3256691265557873, "naucs_at_3_std": -0.5354389249917381, "naucs_at_3_diff1": 0.624628263024562, "naucs_at_5_max": -0.22777777777777553, "naucs_at_5_std": -0.5987861811391184, "naucs_at_5_diff1": 0.46909430438842176, "naucs_at_10_max": -0.18354008269974378, "naucs_at_10_std": -0.4598506069094287, "naucs_at_10_diff1": 0.47258903561424775, "naucs_at_20_max": -0.1884220354808507, "naucs_at_20_std": -0.3007469654528384, "naucs_at_20_diff1": 0.4926237161531324, "naucs_at_50_max": 0.5401493930905731, "naucs_at_50_std": -0.22035480859009582, "naucs_at_50_diff1": 0.19140989729225052, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/syntheticDocQA_artificial_intelligence_test": {"ndcg_at_1": 0.97, "ndcg_at_3": 0.97, "ndcg_at_5": 0.97431, "ndcg_at_10": 0.9812, "ndcg_at_20": 0.9812, "ndcg_at_50": 0.9812, "ndcg_at_100": 0.9812, "map_at_1": 0.97, "map_at_3": 0.97, "map_at_5": 0.9725, "map_at_10": 0.9756, "map_at_20": 0.9756, "map_at_50": 0.9756, "map_at_100": 0.9756, "recall_at_1": 0.97, "recall_at_3": 0.97, "recall_at_5": 0.98, "recall_at_10": 1.0, "recall_at_20": 1.0, "recall_at_50": 1.0, "recall_at_100": 1.0, "precision_at_1": 0.97, "precision_at_3": 0.32333, "precision_at_5": 0.196, "precision_at_10": 0.1, "precision_at_20": 0.05, "precision_at_50": 0.02, "precision_at_100": 0.01, "mrr_at_1": 0.97, "mrr_at_3": 0.9733333333333333, "mrr_at_5": 0.9733333333333333, "mrr_at_10": 0.9764285714285714, "mrr_at_20": 0.9764285714285714, "mrr_at_50": 0.9764285714285714, "mrr_at_100": 0.9764285714285714, "naucs_at_1_max": 0.5659819483348937, "naucs_at_1_std": -0.7791783380018684, "naucs_at_1_diff1": 0.9564270152505465, "naucs_at_3_max": 0.5659819483348902, "naucs_at_3_std": -0.7791783380018689, "naucs_at_3_diff1": 0.9564270152505466, "naucs_at_5_max": 0.9346405228758136, "naucs_at_5_std": -0.5929038281979465, "naucs_at_5_diff1": 1.0, "naucs_at_10_max": 1.0, "naucs_at_10_std": 1.0, "naucs_at_10_diff1": 1.0, "naucs_at_20_max": 1.0, "naucs_at_20_std": 1.0, "naucs_at_20_diff1": 1.0, "naucs_at_50_max": NaN, "naucs_at_50_std": NaN, "naucs_at_50_diff1": NaN, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/syntheticDocQA_government_reports_test": {"ndcg_at_1": 0.91, "ndcg_at_3": 0.95786, "ndcg_at_5": 0.96216, "ndcg_at_10": 0.96216, "ndcg_at_20": 0.96216, "ndcg_at_50": 0.96216, "ndcg_at_100": 0.96216, "map_at_1": 0.91, "map_at_3": 0.94667, "map_at_5": 0.94917, "map_at_10": 0.94917, "map_at_20": 0.94917, "map_at_50": 0.94917, "map_at_100": 0.94917, "recall_at_1": 0.91, "recall_at_3": 0.99, "recall_at_5": 1.0, "recall_at_10": 1.0, "recall_at_20": 1.0, "recall_at_50": 1.0, "recall_at_100": 1.0, "precision_at_1": 0.91, "precision_at_3": 0.33, "precision_at_5": 0.2, "precision_at_10": 0.1, "precision_at_20": 0.05, "precision_at_50": 0.02, "precision_at_100": 0.01, "mrr_at_1": 0.91, "mrr_at_3": 0.9466666666666668, "mrr_at_5": 0.9491666666666667, "mrr_at_10": 0.9491666666666667, "mrr_at_20": 0.9491666666666667, "mrr_at_50": 0.9491666666666667, "mrr_at_100": 0.9491666666666667, "naucs_at_1_max": 0.3833903931943138, "naucs_at_1_std": 0.48848428260192905, "naucs_at_1_diff1": 0.8264861500155604, "naucs_at_3_max": 1.0, "naucs_at_3_std": 0.8692810457516356, "naucs_at_3_diff1": 1.0, "naucs_at_5_max": 1.0, "naucs_at_5_std": 1.0, "naucs_at_5_diff1": 1.0, "naucs_at_10_max": 1.0, "naucs_at_10_std": 1.0, "naucs_at_10_diff1": 1.0, "naucs_at_20_max": 1.0, "naucs_at_20_std": 1.0, "naucs_at_20_diff1": 1.0, "naucs_at_50_max": NaN, "naucs_at_50_std": NaN, "naucs_at_50_diff1": NaN, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/arxivqa_test_subsampled": {"ndcg_at_1": 0.776, "ndcg_at_3": 0.81376, "ndcg_at_5": 0.83037, "ndcg_at_10": 0.84451, "ndcg_at_20": 0.85313, "ndcg_at_50": 0.85831, "ndcg_at_100": 0.85992, "map_at_1": 0.776, "map_at_3": 0.80467, "map_at_5": 0.81397, "map_at_10": 0.81973, "map_at_20": 0.82211, "map_at_50": 0.82294, "map_at_100": 0.82308, "recall_at_1": 0.776, "recall_at_3": 0.84, "recall_at_5": 0.88, "recall_at_10": 0.924, "recall_at_20": 0.958, "recall_at_50": 0.984, "recall_at_100": 0.994, "precision_at_1": 0.776, "precision_at_3": 0.28, "precision_at_5": 0.176, "precision_at_10": 0.0924, "precision_at_20": 0.0479, "precision_at_50": 0.01968, "precision_at_100": 0.00994, "mrr_at_1": 0.774, "mrr_at_3": 0.8046666666666666, "mrr_at_5": 0.8133666666666667, "mrr_at_10": 0.8186833333333333, "mrr_at_20": 0.8212445641733567, "mrr_at_50": 0.8219611912851504, "mrr_at_100": 0.8221248888102938, "naucs_at_1_max": 0.6541204220072772, "naucs_at_1_std": -0.004310581265656427, "naucs_at_1_diff1": 0.9333299811669199, "naucs_at_3_max": 0.6774423171330395, "naucs_at_3_std": 0.02982326951399226, "naucs_at_3_diff1": 0.9019698085419732, "naucs_at_5_max": 0.7342904867960547, "naucs_at_5_std": 0.12409322303531663, "naucs_at_5_diff1": 0.9104756601972646, "naucs_at_10_max": 0.7714383999213704, "naucs_at_10_std": 0.19174160892426748, "naucs_at_10_diff1": 0.9069978868740466, "naucs_at_20_max": 0.7963629896402987, "naucs_at_20_std": 0.374772131074646, "naucs_at_20_diff1": 0.8955137610599756, "naucs_at_50_max": 0.8293067226890712, "naucs_at_50_std": 0.8605275443510737, "naucs_at_50_diff1": 0.9183006535947711, "naucs_at_100_max": 0.6934329287270289, "naucs_at_100_std": 0.8078120136943184, "naucs_at_100_diff1": 0.9128540305010608}, "./data_dir/eval_vidore/docvqa_test_subsampled": {"ndcg_at_1": 0.49446, "ndcg_at_3": 0.56477, "ndcg_at_5": 0.58452, "ndcg_at_10": 0.59669, "ndcg_at_20": 0.60668, "ndcg_at_50": 0.61757, "ndcg_at_100": 0.62554, "map_at_1": 0.49446, "map_at_3": 0.54767, "map_at_5": 0.55843, "map_at_10": 0.56343, "map_at_20": 0.56612, "map_at_50": 0.56802, "map_at_100": 0.56873, "recall_at_1": 0.49446, "recall_at_3": 0.61419, "recall_at_5": 0.66297, "recall_at_10": 0.70067, "recall_at_20": 0.74058, "recall_at_50": 0.79379, "recall_at_100": 0.84257, "precision_at_1": 0.49446, "precision_at_3": 0.20473, "precision_at_5": 0.13259, "precision_at_10": 0.07007, "precision_at_20": 0.03703, "precision_at_50": 0.01588, "precision_at_100": 0.00843, "mrr_at_1": 0.49889135254988914, "mrr_at_3": 0.5447154471544715, "mrr_at_5": 0.5566888396156688, "mrr_at_10": 0.5629526977087953, "mrr_at_20": 0.5652806848414477, "mrr_at_50": 0.5670115584789515, "mrr_at_100": 0.5677538817333595, "naucs_at_1_max": -0.27864580796328964, "naucs_at_1_std": 0.7722092976730863, "naucs_at_1_diff1": 0.8943248317988693, "naucs_at_3_max": -0.44768791859908297, "naucs_at_3_std": 0.8209416026426787, "naucs_at_3_diff1": 0.8513206720284808, "naucs_at_5_max": -0.5206642942420097, "naucs_at_5_std": 0.8590967813938516, "naucs_at_5_diff1": 0.8553385206717447, "naucs_at_10_max": -0.5861667680971102, "naucs_at_10_std": 0.8921235191636205, "naucs_at_10_diff1": 0.8508472594083637, "naucs_at_20_max": -0.6153314648071393, "naucs_at_20_std": 0.8966962245596599, "naucs_at_20_diff1": 0.8514213312670023, "naucs_at_50_max": -0.7316708344718492, "naucs_at_50_std": 0.8827437458106799, "naucs_at_50_diff1": 0.8348654637400126, "naucs_at_100_max": -0.890172253801331, "naucs_at_100_std": 0.8797216559719966, "naucs_at_100_diff1": 0.8182326755467386}, "./data_dir/eval_vidore/syntheticDocQA_healthcare_industry_test": {"ndcg_at_1": 0.93, "ndcg_at_3": 0.96524, "ndcg_at_5": 0.96911, "ndcg_at_10": 0.96911, "ndcg_at_20": 0.96911, "ndcg_at_50": 0.96911, "ndcg_at_100": 0.96911, "map_at_1": 0.93, "map_at_3": 0.95667, "map_at_5": 0.95867, "map_at_10": 0.95867, "map_at_20": 0.95867, "map_at_50": 0.95867, "map_at_100": 0.95867, "recall_at_1": 0.93, "recall_at_3": 0.99, "recall_at_5": 1.0, "recall_at_10": 1.0, "recall_at_20": 1.0, "recall_at_50": 1.0, "recall_at_100": 1.0, "precision_at_1": 0.93, "precision_at_3": 0.33, "precision_at_5": 0.2, "precision_at_10": 0.1, "precision_at_20": 0.05, "precision_at_50": 0.02, "precision_at_100": 0.01, "mrr_at_1": 0.94, "mrr_at_3": 0.9616666666666667, "mrr_at_5": 0.9641666666666667, "mrr_at_10": 0.9641666666666667, "mrr_at_20": 0.9641666666666667, "mrr_at_50": 0.9641666666666667, "mrr_at_100": 0.9641666666666667, "naucs_at_1_max": 0.5512204881952787, "naucs_at_1_std": -0.5522875816993494, "naucs_at_1_diff1": 0.9626517273576113, "naucs_at_3_max": -0.5634920634921204, "naucs_at_3_std": -1.7399626517274398, "naucs_at_3_diff1": 0.8692810457516356, "naucs_at_5_max": 1.0, "naucs_at_5_std": 1.0, "naucs_at_5_diff1": 1.0, "naucs_at_10_max": 1.0, "naucs_at_10_std": 1.0, "naucs_at_10_diff1": 1.0, "naucs_at_20_max": 1.0, "naucs_at_20_std": 1.0, "naucs_at_20_diff1": 1.0, "naucs_at_50_max": NaN, "naucs_at_50_std": NaN, "naucs_at_50_diff1": NaN, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/infovqa_test_subsampled": {"ndcg_at_1": 0.79757, "ndcg_at_3": 0.84618, "ndcg_at_5": 0.85716, "ndcg_at_10": 0.86704, "ndcg_at_20": 0.86964, "ndcg_at_50": 0.87372, "ndcg_at_100": 0.87532, "map_at_1": 0.79757, "map_at_3": 0.83367, "map_at_5": 0.83984, "map_at_10": 0.84396, "map_at_20": 0.84469, "map_at_50": 0.84538, "map_at_100": 0.8455, "recall_at_1": 0.79757, "recall_at_3": 0.88259, "recall_at_5": 0.90891, "recall_at_10": 0.93927, "recall_at_20": 0.94939, "recall_at_50": 0.96964, "recall_at_100": 0.97976, "precision_at_1": 0.79757, "precision_at_3": 0.2942, "precision_at_5": 0.18178, "precision_at_10": 0.09393, "precision_at_20": 0.04747, "precision_at_50": 0.01939, "precision_at_100": 0.0098, "mrr_at_1": 0.7894736842105263, "mrr_at_3": 0.8306342780026991, "mrr_at_5": 0.8363022941970311, "mrr_at_10": 0.8404167469956944, "mrr_at_20": 0.8411396743317877, "mrr_at_50": 0.8418165179225722, "mrr_at_100": 0.8419436154362733, "naucs_at_1_max": 0.5658752085914066, "naucs_at_1_std": 0.08703668327449693, "naucs_at_1_diff1": 0.8969893821656988, "naucs_at_3_max": 0.5035089171640572, "naucs_at_3_std": 0.10634666680591591, "naucs_at_3_diff1": 0.8617291252020982, "naucs_at_5_max": 0.672890311854327, "naucs_at_5_std": 0.2917197093395984, "naucs_at_5_diff1": 0.8715729540210408, "naucs_at_10_max": 0.7402193471144418, "naucs_at_10_std": 0.3670976593963592, "naucs_at_10_diff1": 0.8958712928076012, "naucs_at_20_max": 0.7849669612599903, "naucs_at_20_std": 0.5713453092645688, "naucs_at_20_diff1": 0.8802696095317121, "naucs_at_50_max": 0.7192418710631517, "naucs_at_50_std": 0.7316569995970472, "naucs_at_50_diff1": 0.8624988164249825, "naucs_at_100_max": 0.6626137244104312, "naucs_at_100_std": 0.8415749940072255, "naucs_at_100_diff1": 0.8476419892262101}, "./data_dir/eval_vidore/syntheticDocQA_energy_test": {"ndcg_at_1": 0.94, "ndcg_at_3": 0.94631, "ndcg_at_5": 0.95405, "ndcg_at_10": 0.95405, "ndcg_at_20": 0.95684, "ndcg_at_50": 0.95902, "ndcg_at_100": 0.96074, "map_at_1": 0.94, "map_at_3": 0.945, "map_at_5": 0.949, "map_at_10": 0.949, "map_at_20": 0.94991, "map_at_50": 0.95034, "map_at_100": 0.95053, "recall_at_1": 0.94, "recall_at_3": 0.95, "recall_at_5": 0.97, "recall_at_10": 0.97, "recall_at_20": 0.98, "recall_at_50": 0.99, "recall_at_100": 1.0, "precision_at_1": 0.94, "precision_at_3": 0.31667, "precision_at_5": 0.194, "precision_at_10": 0.097, "precision_at_20": 0.049, "precision_at_50": 0.0198, "precision_at_100": 0.01, "mrr_at_1": 0.94, "mrr_at_3": 0.945, "mrr_at_5": 0.9490000000000001, "mrr_at_10": 0.950111111111111, "mrr_at_20": 0.950111111111111, "mrr_at_50": 0.9505873015873015, "mrr_at_100": 0.9507724867724867, "naucs_at_1_max": 0.5278555866791174, "naucs_at_1_std": -0.5602240896358519, "naucs_at_1_diff1": 0.9782135076252712, "naucs_at_3_max": 0.4595704948646117, "naucs_at_3_std": -0.7438842203548082, "naucs_at_3_diff1": 0.973856209150328, "naucs_at_5_max": 0.4352629940865253, "naucs_at_5_std": -0.8445378151260495, "naucs_at_5_diff1": 0.9564270152505424, "naucs_at_10_max": 0.4352629940865253, "naucs_at_10_std": -0.8445378151260495, "naucs_at_10_diff1": 0.9564270152505424, "naucs_at_20_max": 0.9346405228758136, "naucs_at_20_std": -0.3968253968253954, "naucs_at_20_diff1": 1.0, "naucs_at_50_max": 1.0, "naucs_at_50_std": 0.35807656395892007, "naucs_at_50_diff1": 1.0, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/tabfquad_test_subsampled": {"ndcg_at_1": 0.81429, "ndcg_at_3": 0.86688, "ndcg_at_5": 0.87441, "ndcg_at_10": 0.88583, "ndcg_at_20": 0.89213, "ndcg_at_50": 0.89426, "ndcg_at_100": 0.89548, "map_at_1": 0.81429, "map_at_3": 0.85417, "map_at_5": 0.85845, "map_at_10": 0.8631, "map_at_20": 0.86482, "map_at_50": 0.86516, "map_at_100": 0.86528, "recall_at_1": 0.81429, "recall_at_3": 0.90357, "recall_at_5": 0.92143, "recall_at_10": 0.95714, "recall_at_20": 0.98214, "recall_at_50": 0.99286, "recall_at_100": 1.0, "precision_at_1": 0.81429, "precision_at_3": 0.30119, "precision_at_5": 0.18429, "precision_at_10": 0.09571, "precision_at_20": 0.04911, "precision_at_50": 0.01986, "precision_at_100": 0.01, "mrr_at_1": 0.8142857142857143, "mrr_at_3": 0.8535714285714285, "mrr_at_5": 0.8576785714285714, "mrr_at_10": 0.8620280612244897, "mrr_at_20": 0.8640784760874046, "mrr_at_50": 0.8644115436805921, "mrr_at_100": 0.8645378286859094, "naucs_at_1_max": 0.5099174501261181, "naucs_at_1_std": 0.10524153481617399, "naucs_at_1_diff1": 0.8698884048001222, "naucs_at_3_max": 0.5539647957948607, "naucs_at_3_std": 0.17413632119514313, "naucs_at_3_diff1": 0.8326416986547719, "naucs_at_5_max": 0.478800611153553, "naucs_at_5_std": 0.10332314744079385, "naucs_at_5_diff1": 0.8250572956455312, "naucs_at_10_max": 0.6088935574229674, "naucs_at_10_std": 0.23650015561779797, "naucs_at_10_diff1": 0.8465608465608483, "naucs_at_20_max": 0.8216619981325874, "naucs_at_20_std": 0.6112044817927197, "naucs_at_20_diff1": 0.7984126984127048, "naucs_at_50_max": 1.0, "naucs_at_50_std": 0.9346405228758071, "naucs_at_50_diff1": 1.0, "naucs_at_100_max": 1.0, "naucs_at_100_std": 1.0, "naucs_at_100_diff1": 1.0}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"vidore/restaurant_esg_reports_beir": {"ndcg_at_1": 0.44872, "ndcg_at_3": 0.5037, "ndcg_at_5": 0.51119, "ndcg_at_10": 0.56186, "ndcg_at_20": 0.59295, "ndcg_at_50": 0.62491, "ndcg_at_100": 0.63554, "map_at_1": 0.34359, "map_at_3": 0.43594, "map_at_5": 0.45747, "map_at_10": 0.49017, "map_at_20": 0.50192, "map_at_50": 0.51154, "map_at_100": 0.51383, "recall_at_1": 0.34359, "recall_at_3": 0.50916, "recall_at_5": 0.54217, "recall_at_10": 0.66974, "recall_at_20": 0.76672, "recall_at_50": 0.88184, "recall_at_100": 0.93309, "precision_at_1": 0.46154, "precision_at_3": 0.27564, "precision_at_5": 0.19615, "precision_at_10": 0.13077, "precision_at_20": 0.07885, "precision_at_50": 0.03923, "precision_at_100": 0.02154, "mrr_at_1": 0.46153846153846156, "mrr_at_3": 0.5673076923076923, "mrr_at_5": 0.5807692307692307, "mrr_at_10": 0.5931852869352869, "mrr_at_20": 0.5957493894993895, "mrr_at_50": 0.599353791164136, "mrr_at_100": 0.5996102014205462, "naucs_at_1_max": 0.002194328992717967, "naucs_at_1_std": -0.031840651667529675, "naucs_at_1_diff1": 0.49264228977678737, "naucs_at_3_max": 0.1015332407069215, "naucs_at_3_std": 0.08227931903725726, "naucs_at_3_diff1": 0.23276218831428178, "naucs_at_5_max": 0.04350167135259752, "naucs_at_5_std": 0.07348958132289792, "naucs_at_5_diff1": 0.038716822746462015, "naucs_at_10_max": -0.08985016409859849, "naucs_at_10_std": 0.015107221380773713, "naucs_at_10_diff1": -0.12506839397757577, "naucs_at_20_max": -0.12233651454517988, "naucs_at_20_std": 0.034645213528140144, "naucs_at_20_diff1": -0.14061137918779468, "naucs_at_50_max": -0.14676579665385234, "naucs_at_50_std": -0.016468277680667155, "naucs_at_50_diff1": -0.25633385453548485, "naucs_at_100_max": -0.2049763295760409, "naucs_at_100_std": -0.0530350260858156, "naucs_at_100_diff1": -0.2594154631359254},
2
+ "vidore/synthetics_economics_macro_economy_2024_filtered_v1.0_multilingual": {
3
+ "ndcg_at_1": 0.54741,
4
+ "ndcg_at_3": 0.51063,
5
+ "ndcg_at_5": 0.49897,
6
+ "ndcg_at_10": 0.49415,
7
+ "ndcg_at_20": 0.51343,
8
+ "ndcg_at_50": 0.59078,
9
+ "ndcg_at_100": 0.63538,
10
+ "map_at_1": 0.06112,
11
+ "map_at_3": 0.1382,
12
+ "map_at_5": 0.18445,
13
+ "map_at_10": 0.2524,
14
+ "map_at_20": 0.30006,
15
+ "map_at_50": 0.35957,
16
+ "map_at_100": 0.38851,
17
+ "recall_at_1": 0.06112,
18
+ "recall_at_3": 0.18299,
19
+ "recall_at_5": 0.26472,
20
+ "recall_at_10": 0.40191,
21
+ "recall_at_20": 0.5352,
22
+ "recall_at_50": 0.75781,
23
+ "recall_at_100": 0.8924,
24
+ "precision_at_1": 0.54741,
25
+ "precision_at_3": 0.47989,
26
+ "precision_at_5": 0.45086,
27
+ "precision_at_10": 0.37888,
28
+ "precision_at_20": 0.28362,
29
+ "precision_at_50": 0.18922,
30
+ "precision_at_100": 0.12578,
31
+ "mrr_at_1": 0.5560344827586207,
32
+ "mrr_at_3": 0.6602011494252873,
33
+ "mrr_at_5": 0.6793821839080461,
34
+ "mrr_at_10": 0.6860905856595513,
35
+ "mrr_at_20": 0.6893415988592205,
36
+ "mrr_at_50": 0.6899569837403354,
37
+ "mrr_at_100": 0.6900254019122019,
38
+ "naucs_at_1_max": 0.19899931717746902,
39
+ "naucs_at_1_std": 0.1912713809809152,
40
+ "naucs_at_1_diff1": -0.038035444126148475,
41
+ "naucs_at_3_max": 0.20495600819240758,
42
+ "naucs_at_3_std": 0.16790550405572538,
43
+ "naucs_at_3_diff1": 0.029074570269105135,
44
+ "naucs_at_5_max": 0.1625330851844803,
45
+ "naucs_at_5_std": 0.10238997547471022,
46
+ "naucs_at_5_diff1": -0.0062210568445968855,
47
+ "naucs_at_10_max": 0.15357323710897905,
48
+ "naucs_at_10_std": 0.13722417423637584,
49
+ "naucs_at_10_diff1": -0.03143332026528358,
50
+ "naucs_at_20_max": 0.07492057455393925,
51
+ "naucs_at_20_std": 0.13425712594274392,
52
+ "naucs_at_20_diff1": -0.01417898804015983,
53
+ "naucs_at_50_max": 0.020626645082431186,
54
+ "naucs_at_50_std": 0.1387923185354242,
55
+ "naucs_at_50_diff1": -0.028196311485082164,
56
+ "naucs_at_100_max": -0.03783089891016362,
57
+ "naucs_at_100_std": 0.08717161521353252,
58
+ "naucs_at_100_diff1": -0.0016118299784232586
59
+ },
60
+ "vidore/synthetic_axa_filtered_v1.0_multilingual": {
61
+ "ndcg_at_1": 0.43056,
62
+ "ndcg_at_3": 0.51586,
63
+ "ndcg_at_5": 0.5007,
64
+ "ndcg_at_10": 0.50244,
65
+ "ndcg_at_20": 0.53465,
66
+ "ndcg_at_50": 0.59112,
67
+ "ndcg_at_100": 0.62064,
68
+ "map_at_1": 0.18377,
69
+ "map_at_3": 0.31089,
70
+ "map_at_5": 0.34121,
71
+ "map_at_10": 0.37642,
72
+ "map_at_20": 0.40534,
73
+ "map_at_50": 0.43068,
74
+ "map_at_100": 0.43754,
75
+ "recall_at_1": 0.18377,
76
+ "recall_at_3": 0.41869,
77
+ "recall_at_5": 0.48638,
78
+ "recall_at_10": 0.56114,
79
+ "recall_at_20": 0.66324,
80
+ "recall_at_50": 0.81349,
81
+ "recall_at_100": 0.93626,
82
+ "precision_at_1": 0.43056,
83
+ "precision_at_3": 0.375,
84
+ "precision_at_5": 0.28889,
85
+ "precision_at_10": 0.20278,
86
+ "precision_at_20": 0.13681,
87
+ "precision_at_50": 0.07694,
88
+ "precision_at_100": 0.04417,
89
+ "mrr_at_1": 0.4444444444444444,
90
+ "mrr_at_3": 0.6018518518518519,
91
+ "mrr_at_5": 0.6081018518518518,
92
+ "mrr_at_10": 0.6104166666666667,
93
+ "mrr_at_20": 0.6134023505734032,
94
+ "mrr_at_50": 0.614429082950942,
95
+ "mrr_at_100": 0.6154064098676808,
96
+ "naucs_at_1_max": -0.07365305259701632,
97
+ "naucs_at_1_std": -0.0442273303903828,
98
+ "naucs_at_1_diff1": 0.2949540272672445,
99
+ "naucs_at_3_max": -0.10802492756921314,
100
+ "naucs_at_3_std": -0.04669947189371184,
101
+ "naucs_at_3_diff1": -0.0728949627388125,
102
+ "naucs_at_5_max": -0.2552572158853236,
103
+ "naucs_at_5_std": -0.1846710716163106,
104
+ "naucs_at_5_diff1": -0.12002134546511585,
105
+ "naucs_at_10_max": -0.3201675872693993,
106
+ "naucs_at_10_std": -0.23986470064093401,
107
+ "naucs_at_10_diff1": -0.16279676404365048,
108
+ "naucs_at_20_max": -0.3441481285657308,
109
+ "naucs_at_20_std": -0.25948207654811956,
110
+ "naucs_at_20_diff1": -0.19645208167464911,
111
+ "naucs_at_50_max": -0.43057849108214125,
112
+ "naucs_at_50_std": -0.3201379636235207,
113
+ "naucs_at_50_diff1": -0.22760590888322807,
114
+ "naucs_at_100_max": -0.46285250963434216,
115
+ "naucs_at_100_std": -0.363188137612312,
116
+ "naucs_at_100_diff1": -0.23496727359104055
117
+ },
118
+ "vidore/synthetic_mit_biomedical_tissue_interactions_unfiltered": {
119
+ "ndcg_at_1": 0.575,
120
+ "ndcg_at_3": 0.58726,
121
+ "ndcg_at_5": 0.59728,
122
+ "ndcg_at_10": 0.63923,
123
+ "ndcg_at_20": 0.66624,
124
+ "ndcg_at_50": 0.68704,
125
+ "ndcg_at_100": 0.69972,
126
+ "map_at_1": 0.35444,
127
+ "map_at_3": 0.47331,
128
+ "map_at_5": 0.50331,
129
+ "map_at_10": 0.54381,
130
+ "map_at_20": 0.55876,
131
+ "map_at_50": 0.56771,
132
+ "map_at_100": 0.57022,
133
+ "recall_at_1": 0.35444,
134
+ "recall_at_3": 0.54862,
135
+ "recall_at_5": 0.61134,
136
+ "recall_at_10": 0.73819,
137
+ "recall_at_20": 0.81663,
138
+ "recall_at_50": 0.87245,
139
+ "recall_at_100": 0.92434,
140
+ "precision_at_1": 0.575,
141
+ "precision_at_3": 0.36667,
142
+ "precision_at_5": 0.2725,
143
+ "precision_at_10": 0.17813,
144
+ "precision_at_20": 0.10469,
145
+ "precision_at_50": 0.05012,
146
+ "precision_at_100": 0.02738,
147
+ "mrr_at_1": 0.56875,
148
+ "mrr_at_3": 0.6708333333333333,
149
+ "mrr_at_5": 0.6855208333333334,
150
+ "mrr_at_10": 0.6957242063492063,
151
+ "mrr_at_20": 0.6976232448107449,
152
+ "mrr_at_50": 0.6979515276390276,
153
+ "mrr_at_100": 0.6981114569953856,
154
+ "naucs_at_1_max": 0.2685071611530002,
155
+ "naucs_at_1_std": 0.040757242324759406,
156
+ "naucs_at_1_diff1": 0.39086907897110307,
157
+ "naucs_at_3_max": 0.0708941966048168,
158
+ "naucs_at_3_std": -0.07235491512041044,
159
+ "naucs_at_3_diff1": -0.04516383734701926,
160
+ "naucs_at_5_max": -3.616204937416473e-6,
161
+ "naucs_at_5_std": -0.09247359266344345,
162
+ "naucs_at_5_diff1": -0.20101036765955618,
163
+ "naucs_at_10_max": -0.11724171373298614,
164
+ "naucs_at_10_std": -0.11549092319746397,
165
+ "naucs_at_10_diff1": -0.30608973949972307,
166
+ "naucs_at_20_max": -0.15891345319651773,
167
+ "naucs_at_20_std": -0.1128685536499577,
168
+ "naucs_at_20_diff1": -0.37493429178294696,
169
+ "naucs_at_50_max": -0.20739052708712324,
170
+ "naucs_at_50_std": -0.13026360673135243,
171
+ "naucs_at_50_diff1": -0.40284042096219924,
172
+ "naucs_at_100_max": -0.22825723213677793,
173
+ "naucs_at_100_std": -0.11862167475267539,
174
+ "naucs_at_100_diff1": -0.41577199049091196
175
+ },
176
+ "vidore/synthetic_rse_restaurant_filtered_v1.0": {
177
+ "ndcg_at_1": 0.61404,
178
+ "ndcg_at_3": 0.552,
179
+ "ndcg_at_5": 0.57021,
180
+ "ndcg_at_10": 0.59177,
181
+ "ndcg_at_20": 0.62781,
182
+ "ndcg_at_50": 0.66213,
183
+ "ndcg_at_100": 0.67379,
184
+ "map_at_1": 0.33118,
185
+ "map_at_3": 0.41808,
186
+ "map_at_5": 0.45961,
187
+ "map_at_10": 0.48972,
188
+ "map_at_20": 0.50896,
189
+ "map_at_50": 0.5235,
190
+ "map_at_100": 0.52816,
191
+ "recall_at_1": 0.33118,
192
+ "recall_at_3": 0.46982,
193
+ "recall_at_5": 0.54944,
194
+ "recall_at_10": 0.65566,
195
+ "recall_at_20": 0.77366,
196
+ "recall_at_50": 0.88778,
197
+ "recall_at_100": 0.92045,
198
+ "precision_at_1": 0.61404,
199
+ "precision_at_3": 0.34503,
200
+ "precision_at_5": 0.27368,
201
+ "precision_at_10": 0.17193,
202
+ "precision_at_20": 0.1114,
203
+ "precision_at_50": 0.05825,
204
+ "precision_at_100": 0.03298,
205
+ "mrr_at_1": 0.5964912280701754,
206
+ "mrr_at_3": 0.6812865497076024,
207
+ "mrr_at_5": 0.6812865497076024,
208
+ "mrr_at_10": 0.6871832358674463,
209
+ "mrr_at_20": 0.6922425022759062,
210
+ "mrr_at_50": 0.6930890955031604,
211
+ "mrr_at_100": 0.6930890955031604,
212
+ "naucs_at_1_max": -0.18309708535761227,
213
+ "naucs_at_1_std": -0.007381456661982562,
214
+ "naucs_at_1_diff1": 0.30732508630084004,
215
+ "naucs_at_3_max": -0.20369312436042705,
216
+ "naucs_at_3_std": 0.05190902781892078,
217
+ "naucs_at_3_diff1": -0.016141260839756796,
218
+ "naucs_at_5_max": -0.2604343236468471,
219
+ "naucs_at_5_std": -0.024413180213346482,
220
+ "naucs_at_5_diff1": -0.022892329345085023,
221
+ "naucs_at_10_max": -0.1848880821409115,
222
+ "naucs_at_10_std": 0.008525190122667848,
223
+ "naucs_at_10_diff1": -0.015249832440976916,
224
+ "naucs_at_20_max": -0.29880658374501545,
225
+ "naucs_at_20_std": -0.04213299952583688,
226
+ "naucs_at_20_diff1": -0.048810655476262586,
227
+ "naucs_at_50_max": -0.34562636189863627,
228
+ "naucs_at_50_std": -0.10582674487072245,
229
+ "naucs_at_50_diff1": -0.1306813668575179,
230
+ "naucs_at_100_max": -0.34623793556332916,
231
+ "naucs_at_100_std": -0.07974452650276295,
232
+ "naucs_at_100_diff1": -0.14583553240737473
233
+ },
234
+ "vidore/synthetic_rse_restaurant_filtered_v1.0_multilingual": {
235
+ "ndcg_at_1": 0.55263,
236
+ "ndcg_at_3": 0.53271,
237
+ "ndcg_at_5": 0.55689,
238
+ "ndcg_at_10": 0.58626,
239
+ "ndcg_at_20": 0.61796,
240
+ "ndcg_at_50": 0.65316,
241
+ "ndcg_at_100": 0.66702,
242
+ "map_at_1": 0.28677,
243
+ "map_at_3": 0.39445,
244
+ "map_at_5": 0.43962,
245
+ "map_at_10": 0.47552,
246
+ "map_at_20": 0.49671,
247
+ "map_at_50": 0.51072,
248
+ "map_at_100": 0.5162,
249
+ "recall_at_1": 0.28677,
250
+ "recall_at_3": 0.46525,
251
+ "recall_at_5": 0.56098,
252
+ "recall_at_10": 0.67457,
253
+ "recall_at_20": 0.78279,
254
+ "recall_at_50": 0.90087,
255
+ "recall_at_100": 0.93904,
256
+ "precision_at_1": 0.55263,
257
+ "precision_at_3": 0.34795,
258
+ "precision_at_5": 0.27632,
259
+ "precision_at_10": 0.18333,
260
+ "precision_at_20": 0.11491,
261
+ "precision_at_50": 0.06044,
262
+ "precision_at_100": 0.035,
263
+ "mrr_at_1": 0.5394736842105263,
264
+ "mrr_at_3": 0.6418128654970761,
265
+ "mrr_at_5": 0.6503654970760234,
266
+ "mrr_at_10": 0.65812447786132,
267
+ "mrr_at_20": 0.6613348635142671,
268
+ "mrr_at_50": 0.6632523470183257,
269
+ "mrr_at_100": 0.6632523470183257,
270
+ "naucs_at_1_max": 0.026074740927519928,
271
+ "naucs_at_1_std": 0.0665267906629989,
272
+ "naucs_at_1_diff1": 0.26475189282642253,
273
+ "naucs_at_3_max": -0.11699329721348749,
274
+ "naucs_at_3_std": 0.034724428785861,
275
+ "naucs_at_3_diff1": -0.06500823338336245,
276
+ "naucs_at_5_max": -0.15525742665500714,
277
+ "naucs_at_5_std": -0.0007029574302984752,
278
+ "naucs_at_5_diff1": -0.11428313538875555,
279
+ "naucs_at_10_max": -0.16443948785535192,
280
+ "naucs_at_10_std": -0.023414974850073055,
281
+ "naucs_at_10_diff1": -0.1421086474718392,
282
+ "naucs_at_20_max": -0.197823753688015,
283
+ "naucs_at_20_std": -0.021674091781515255,
284
+ "naucs_at_20_diff1": -0.18113094982693073,
285
+ "naucs_at_50_max": -0.25739967642020234,
286
+ "naucs_at_50_std": -0.06035516399907118,
287
+ "naucs_at_50_diff1": -0.23372161884057194,
288
+ "naucs_at_100_max": -0.27625472729524525,
289
+ "naucs_at_100_std": -0.05802308794039868,
290
+ "naucs_at_100_diff1": -0.2352303429668158
291
+ },
292
+ "vidore/synthetic_mit_biomedical_tissue_interactions_unfiltered_multilingual": {
293
+ "ndcg_at_1": 0.525,
294
+ "ndcg_at_3": 0.54716,
295
+ "ndcg_at_5": 0.56518,
296
+ "ndcg_at_10": 0.60281,
297
+ "ndcg_at_20": 0.63098,
298
+ "ndcg_at_50": 0.6531,
299
+ "ndcg_at_100": 0.66545,
300
+ "map_at_1": 0.31729,
301
+ "map_at_3": 0.43631,
302
+ "map_at_5": 0.46986,
303
+ "map_at_10": 0.50577,
304
+ "map_at_20": 0.5214,
305
+ "map_at_50": 0.52972,
306
+ "map_at_100": 0.53236,
307
+ "recall_at_1": 0.31729,
308
+ "recall_at_3": 0.51777,
309
+ "recall_at_5": 0.59622,
310
+ "recall_at_10": 0.71217,
311
+ "recall_at_20": 0.79369,
312
+ "recall_at_50": 0.86035,
313
+ "recall_at_100": 0.9077,
314
+ "precision_at_1": 0.525,
315
+ "precision_at_3": 0.34479,
316
+ "precision_at_5": 0.26125,
317
+ "precision_at_10": 0.17047,
318
+ "precision_at_20": 0.10156,
319
+ "precision_at_50": 0.04809,
320
+ "precision_at_100": 0.02655,
321
+ "mrr_at_1": 0.521875,
322
+ "mrr_at_3": 0.6229166666666667,
323
+ "mrr_at_5": 0.6413541666666667,
324
+ "mrr_at_10": 0.6526822916666666,
325
+ "mrr_at_20": 0.654819594877463,
326
+ "mrr_at_50": 0.6554222117851556,
327
+ "mrr_at_100": 0.6555914689034035,
328
+ "naucs_at_1_max": 0.2906325846921682,
329
+ "naucs_at_1_std": 0.06423059173418094,
330
+ "naucs_at_1_diff1": 0.448169845827778,
331
+ "naucs_at_3_max": 0.07976033275315568,
332
+ "naucs_at_3_std": -0.03694347010556673,
333
+ "naucs_at_3_diff1": -0.00570199473253546,
334
+ "naucs_at_5_max": 0.014659645432582174,
335
+ "naucs_at_5_std": -0.08162828155050585,
336
+ "naucs_at_5_diff1": -0.14232800244174196,
337
+ "naucs_at_10_max": -0.0842571134499816,
338
+ "naucs_at_10_std": -0.13986852153125942,
339
+ "naucs_at_10_diff1": -0.2526166207377402,
340
+ "naucs_at_20_max": -0.14121549988298185,
341
+ "naucs_at_20_std": -0.13657737700427194,
342
+ "naucs_at_20_diff1": -0.30194444174817464,
343
+ "naucs_at_50_max": -0.18022843383725712,
344
+ "naucs_at_50_std": -0.1368265102548377,
345
+ "naucs_at_50_diff1": -0.3498376513961813,
346
+ "naucs_at_100_max": -0.20683430675792094,
347
+ "naucs_at_100_std": -0.13875444462530698,
348
+ "naucs_at_100_diff1": -0.36859626748542823
349
+ },
350
+ "vidore/synthetic_axa_filtered_v1.0": {
351
+ "ndcg_at_1": 0.5,
352
+ "ndcg_at_3": 0.62618,
353
+ "ndcg_at_5": 0.59839,
354
+ "ndcg_at_10": 0.58705,
355
+ "ndcg_at_20": 0.61603,
356
+ "ndcg_at_50": 0.66597,
357
+ "ndcg_at_100": 0.68287,
358
+ "map_at_1": 0.17661,
359
+ "map_at_3": 0.36502,
360
+ "map_at_5": 0.39879,
361
+ "map_at_10": 0.43806,
362
+ "map_at_20": 0.46907,
363
+ "map_at_50": 0.49276,
364
+ "map_at_100": 0.4981,
365
+ "recall_at_1": 0.17661,
366
+ "recall_at_3": 0.54673,
367
+ "recall_at_5": 0.59602,
368
+ "recall_at_10": 0.68965,
369
+ "recall_at_20": 0.76947,
370
+ "recall_at_50": 0.91353,
371
+ "recall_at_100": 0.96521,
372
+ "precision_at_1": 0.5,
373
+ "precision_at_3": 0.46296,
374
+ "precision_at_5": 0.35556,
375
+ "precision_at_10": 0.22778,
376
+ "precision_at_20": 0.15278,
377
+ "precision_at_50": 0.08,
378
+ "precision_at_100": 0.04444,
379
+ "mrr_at_1": 0.5,
380
+ "mrr_at_3": 0.6944444444444444,
381
+ "mrr_at_5": 0.6944444444444444,
382
+ "mrr_at_10": 0.6944444444444444,
383
+ "mrr_at_20": 0.6944444444444444,
384
+ "mrr_at_50": 0.6969696969696969,
385
+ "mrr_at_100": 0.6969696969696969,
386
+ "naucs_at_1_max": -0.2649286915597099,
387
+ "naucs_at_1_std": -0.2940555637425178,
388
+ "naucs_at_1_diff1": 0.3662687803063795,
389
+ "naucs_at_3_max": -0.49658019607010634,
390
+ "naucs_at_3_std": -0.3772337900485017,
391
+ "naucs_at_3_diff1": -0.1627833746782874,
392
+ "naucs_at_5_max": -0.5986742297090961,
393
+ "naucs_at_5_std": -0.4537347487754755,
394
+ "naucs_at_5_diff1": -0.25484184762587836,
395
+ "naucs_at_10_max": -0.7032286711767408,
396
+ "naucs_at_10_std": -0.5402873044780693,
397
+ "naucs_at_10_diff1": -0.250898327094186,
398
+ "naucs_at_20_max": -0.637724179407209,
399
+ "naucs_at_20_std": -0.5189671897426067,
400
+ "naucs_at_20_diff1": -0.27658015939088765,
401
+ "naucs_at_50_max": -0.6187318235256102,
402
+ "naucs_at_50_std": -0.5310219511420982,
403
+ "naucs_at_50_diff1": -0.27707941800085223,
404
+ "naucs_at_100_max": -0.6202004090535382,
405
+ "naucs_at_100_std": -0.5432756751449638,
406
+ "naucs_at_100_diff1": -0.2715983846055494
407
+ },
408
+ "vidore/synthetic_economics_macro_economy_2024_filtered_v1.0": {
409
+ "ndcg_at_1": 0.55172,
410
+ "ndcg_at_3": 0.54048,
411
+ "ndcg_at_5": 0.51595,
412
+ "ndcg_at_10": 0.51341,
413
+ "ndcg_at_20": 0.54792,
414
+ "ndcg_at_50": 0.61345,
415
+ "ndcg_at_100": 0.65309,
416
+ "map_at_1": 0.06341,
417
+ "map_at_3": 0.14907,
418
+ "map_at_5": 0.19483,
419
+ "map_at_10": 0.26656,
420
+ "map_at_20": 0.32533,
421
+ "map_at_50": 0.38317,
422
+ "map_at_100": 0.41122,
423
+ "recall_at_1": 0.06341,
424
+ "recall_at_3": 0.20022,
425
+ "recall_at_5": 0.27082,
426
+ "recall_at_10": 0.40671,
427
+ "recall_at_20": 0.57946,
428
+ "recall_at_50": 0.78205,
429
+ "recall_at_100": 0.89891,
430
+ "precision_at_1": 0.55172,
431
+ "precision_at_3": 0.51724,
432
+ "precision_at_5": 0.46897,
433
+ "precision_at_10": 0.39828,
434
+ "precision_at_20": 0.30776,
435
+ "precision_at_50": 0.1931,
436
+ "precision_at_100": 0.1269,
437
+ "mrr_at_1": 0.603448275862069,
438
+ "mrr_at_3": 0.6925287356321839,
439
+ "mrr_at_5": 0.7089080459770115,
440
+ "mrr_at_10": 0.7132868089764641,
441
+ "mrr_at_20": 0.7183845847638951,
442
+ "mrr_at_50": 0.71904771473737,
443
+ "mrr_at_100": 0.71904771473737,
444
+ "naucs_at_1_max": 0.4262157733451073,
445
+ "naucs_at_1_std": 0.32984538171821315,
446
+ "naucs_at_1_diff1": 0.12315457044803446,
447
+ "naucs_at_3_max": 0.07836128415322025,
448
+ "naucs_at_3_std": 0.0649036893047738,
449
+ "naucs_at_3_diff1": -0.06209838897565292,
450
+ "naucs_at_5_max": 0.1284664968747896,
451
+ "naucs_at_5_std": 0.07008745558362922,
452
+ "naucs_at_5_diff1": -0.10371576299512358,
453
+ "naucs_at_10_max": 0.17696666641677838,
454
+ "naucs_at_10_std": 0.18241519517317692,
455
+ "naucs_at_10_diff1": -0.13811311830073486,
456
+ "naucs_at_20_max": 0.10291535353674224,
457
+ "naucs_at_20_std": 0.1918823805461267,
458
+ "naucs_at_20_diff1": -0.06857922449160693,
459
+ "naucs_at_50_max": 0.046333954531615734,
460
+ "naucs_at_50_std": 0.22257516542310005,
461
+ "naucs_at_50_diff1": -0.09956425708477333,
462
+ "naucs_at_100_max": -0.02185631024396941,
463
+ "naucs_at_100_std": 0.17833736053437418,
464
+ "naucs_at_100_diff1": -0.06588665309807952
465
+ }, "./data_dir/eval_vidore/tatdqa_test": {"ndcg_at_1": 0.57108, "ndcg_at_3": 0.67493, "ndcg_at_5": 0.70361, "ndcg_at_10": 0.72693, "ndcg_at_20": 0.73559, "ndcg_at_50": 0.74195, "ndcg_at_100": 0.74529, "map_at_1": 0.57108, "map_at_3": 0.64895, "map_at_5": 0.6648, "map_at_10": 0.67439, "map_at_20": 0.6768, "map_at_50": 0.67786, "map_at_100": 0.67815, "recall_at_1": 0.57108, "recall_at_3": 0.7503, "recall_at_5": 0.82017, "recall_at_10": 0.89247, "recall_at_20": 0.92649, "recall_at_50": 0.95808, "recall_at_100": 0.97874, "precision_at_1": 0.57108, "precision_at_3": 0.2501, "precision_at_5": 0.16403, "precision_at_10": 0.08925, "precision_at_20": 0.04632, "precision_at_50": 0.01916, "precision_at_100": 0.00979, "mrr_at_1": 0.56865127582017, "mrr_at_3": 0.6471243418388012, "mrr_at_5": 0.6632239773187526, "mrr_at_10": 0.6727636984319852, "mrr_at_20": 0.6753542309195802, "mrr_at_50": 0.6765612284057695, "mrr_at_100": 0.6767635994564822, "naucs_at_1_max": 0.19627696906414918, "naucs_at_1_std": 0.25490113312887763, "naucs_at_1_diff1": 0.7311472112111653, "naucs_at_3_max": 0.12505762179060695, "naucs_at_3_std": 0.3250883135485268, "naucs_at_3_diff1": 0.6368932102920861, "naucs_at_5_max": 0.12681693174662004, "naucs_at_5_std": 0.36553579145484827, "naucs_at_5_diff1": 0.5963185435608184, "naucs_at_10_max": 0.2443283094718615, "naucs_at_10_std": 0.5378975291557723, "naucs_at_10_diff1": 0.6056682957261833, "naucs_at_20_max": 0.2941297289999579, "naucs_at_20_std": 0.5490669907768836, "naucs_at_20_diff1": 0.5965035030640417, "naucs_at_50_max": 0.21733999338436122, "naucs_at_50_std": 0.5631005588549655, "naucs_at_50_diff1": 0.6097410948123246, "naucs_at_100_max": 0.21831800388731984, "naucs_at_100_std": 0.710384903173119, "naucs_at_100_diff1": 0.6734222845071824}, "./data_dir/eval_vidore/shiftproject_test": {"ndcg_at_1": 0.63, "ndcg_at_3": 0.74071, "ndcg_at_5": 0.77385, "ndcg_at_10": 0.78346, "ndcg_at_20": 0.78886, "ndcg_at_50": 0.79529, "ndcg_at_100": 0.79852, "map_at_1": 0.63, "map_at_3": 0.71333, "map_at_5": 0.73183, "map_at_10": 0.73575, "map_at_20": 0.73742, "map_at_50": 0.73865, "map_at_100": 0.73894, "recall_at_1": 0.63, "recall_at_3": 0.82, "recall_at_5": 0.9, "recall_at_10": 0.93, "recall_at_20": 0.95, "recall_at_50": 0.98, "recall_at_100": 1.0, "precision_at_1": 0.63, "precision_at_3": 0.27333, "precision_at_5": 0.18, "precision_at_10": 0.093, "precision_at_20": 0.0475, "precision_at_50": 0.0196, "precision_at_100": 0.01, "mrr_at_1": 0.63, "mrr_at_3": 0.7183333333333333, "mrr_at_5": 0.7348333333333333, "mrr_at_10": 0.7408611111111111, "mrr_at_20": 0.741361111111111, "mrr_at_50": 0.7421598822324629, "mrr_at_100": 0.7424503305755428, "naucs_at_1_max": -0.0974004606778548, "naucs_at_1_std": -0.25468904244817375, "naucs_at_1_diff1": 0.6640185524687, "naucs_at_3_max": -0.3256691265557873, "naucs_at_3_std": -0.5354389249917381, "naucs_at_3_diff1": 0.624628263024562, "naucs_at_5_max": -0.22777777777777553, "naucs_at_5_std": -0.5987861811391184, "naucs_at_5_diff1": 0.46909430438842176, "naucs_at_10_max": -0.18354008269974378, "naucs_at_10_std": -0.4598506069094287, "naucs_at_10_diff1": 0.47258903561424775, "naucs_at_20_max": -0.1884220354808507, "naucs_at_20_std": -0.3007469654528384, "naucs_at_20_diff1": 0.4926237161531324, "naucs_at_50_max": 0.5401493930905731, "naucs_at_50_std": -0.22035480859009582, "naucs_at_50_diff1": 0.19140989729225052, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/syntheticDocQA_artificial_intelligence_test": {"ndcg_at_1": 0.97, "ndcg_at_3": 0.97, "ndcg_at_5": 0.97431, "ndcg_at_10": 0.9812, "ndcg_at_20": 0.9812, "ndcg_at_50": 0.9812, "ndcg_at_100": 0.9812, "map_at_1": 0.97, "map_at_3": 0.97, "map_at_5": 0.9725, "map_at_10": 0.9756, "map_at_20": 0.9756, "map_at_50": 0.9756, "map_at_100": 0.9756, "recall_at_1": 0.97, "recall_at_3": 0.97, "recall_at_5": 0.98, "recall_at_10": 1.0, "recall_at_20": 1.0, "recall_at_50": 1.0, "recall_at_100": 1.0, "precision_at_1": 0.97, "precision_at_3": 0.32333, "precision_at_5": 0.196, "precision_at_10": 0.1, "precision_at_20": 0.05, "precision_at_50": 0.02, "precision_at_100": 0.01, "mrr_at_1": 0.97, "mrr_at_3": 0.9733333333333333, "mrr_at_5": 0.9733333333333333, "mrr_at_10": 0.9764285714285714, "mrr_at_20": 0.9764285714285714, "mrr_at_50": 0.9764285714285714, "mrr_at_100": 0.9764285714285714, "naucs_at_1_max": 0.5659819483348937, "naucs_at_1_std": -0.7791783380018684, "naucs_at_1_diff1": 0.9564270152505465, "naucs_at_3_max": 0.5659819483348902, "naucs_at_3_std": -0.7791783380018689, "naucs_at_3_diff1": 0.9564270152505466, "naucs_at_5_max": 0.9346405228758136, "naucs_at_5_std": -0.5929038281979465, "naucs_at_5_diff1": 1.0, "naucs_at_10_max": 1.0, "naucs_at_10_std": 1.0, "naucs_at_10_diff1": 1.0, "naucs_at_20_max": 1.0, "naucs_at_20_std": 1.0, "naucs_at_20_diff1": 1.0, "naucs_at_50_max": NaN, "naucs_at_50_std": NaN, "naucs_at_50_diff1": NaN, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/syntheticDocQA_government_reports_test": {"ndcg_at_1": 0.91, "ndcg_at_3": 0.95786, "ndcg_at_5": 0.96216, "ndcg_at_10": 0.96216, "ndcg_at_20": 0.96216, "ndcg_at_50": 0.96216, "ndcg_at_100": 0.96216, "map_at_1": 0.91, "map_at_3": 0.94667, "map_at_5": 0.94917, "map_at_10": 0.94917, "map_at_20": 0.94917, "map_at_50": 0.94917, "map_at_100": 0.94917, "recall_at_1": 0.91, "recall_at_3": 0.99, "recall_at_5": 1.0, "recall_at_10": 1.0, "recall_at_20": 1.0, "recall_at_50": 1.0, "recall_at_100": 1.0, "precision_at_1": 0.91, "precision_at_3": 0.33, "precision_at_5": 0.2, "precision_at_10": 0.1, "precision_at_20": 0.05, "precision_at_50": 0.02, "precision_at_100": 0.01, "mrr_at_1": 0.91, "mrr_at_3": 0.9466666666666668, "mrr_at_5": 0.9491666666666667, "mrr_at_10": 0.9491666666666667, "mrr_at_20": 0.9491666666666667, "mrr_at_50": 0.9491666666666667, "mrr_at_100": 0.9491666666666667, "naucs_at_1_max": 0.3833903931943138, "naucs_at_1_std": 0.48848428260192905, "naucs_at_1_diff1": 0.8264861500155604, "naucs_at_3_max": 1.0, "naucs_at_3_std": 0.8692810457516356, "naucs_at_3_diff1": 1.0, "naucs_at_5_max": 1.0, "naucs_at_5_std": 1.0, "naucs_at_5_diff1": 1.0, "naucs_at_10_max": 1.0, "naucs_at_10_std": 1.0, "naucs_at_10_diff1": 1.0, "naucs_at_20_max": 1.0, "naucs_at_20_std": 1.0, "naucs_at_20_diff1": 1.0, "naucs_at_50_max": NaN, "naucs_at_50_std": NaN, "naucs_at_50_diff1": NaN, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/arxivqa_test_subsampled": {"ndcg_at_1": 0.776, "ndcg_at_3": 0.81376, "ndcg_at_5": 0.83037, "ndcg_at_10": 0.84451, "ndcg_at_20": 0.85313, "ndcg_at_50": 0.85831, "ndcg_at_100": 0.85992, "map_at_1": 0.776, "map_at_3": 0.80467, "map_at_5": 0.81397, "map_at_10": 0.81973, "map_at_20": 0.82211, "map_at_50": 0.82294, "map_at_100": 0.82308, "recall_at_1": 0.776, "recall_at_3": 0.84, "recall_at_5": 0.88, "recall_at_10": 0.924, "recall_at_20": 0.958, "recall_at_50": 0.984, "recall_at_100": 0.994, "precision_at_1": 0.776, "precision_at_3": 0.28, "precision_at_5": 0.176, "precision_at_10": 0.0924, "precision_at_20": 0.0479, "precision_at_50": 0.01968, "precision_at_100": 0.00994, "mrr_at_1": 0.774, "mrr_at_3": 0.8046666666666666, "mrr_at_5": 0.8133666666666667, "mrr_at_10": 0.8186833333333333, "mrr_at_20": 0.8212445641733567, "mrr_at_50": 0.8219611912851504, "mrr_at_100": 0.8221248888102938, "naucs_at_1_max": 0.6541204220072772, "naucs_at_1_std": -0.004310581265656427, "naucs_at_1_diff1": 0.9333299811669199, "naucs_at_3_max": 0.6774423171330395, "naucs_at_3_std": 0.02982326951399226, "naucs_at_3_diff1": 0.9019698085419732, "naucs_at_5_max": 0.7342904867960547, "naucs_at_5_std": 0.12409322303531663, "naucs_at_5_diff1": 0.9104756601972646, "naucs_at_10_max": 0.7714383999213704, "naucs_at_10_std": 0.19174160892426748, "naucs_at_10_diff1": 0.9069978868740466, "naucs_at_20_max": 0.7963629896402987, "naucs_at_20_std": 0.374772131074646, "naucs_at_20_diff1": 0.8955137610599756, "naucs_at_50_max": 0.8293067226890712, "naucs_at_50_std": 0.8605275443510737, "naucs_at_50_diff1": 0.9183006535947711, "naucs_at_100_max": 0.6934329287270289, "naucs_at_100_std": 0.8078120136943184, "naucs_at_100_diff1": 0.9128540305010608}, "./data_dir/eval_vidore/docvqa_test_subsampled": {"ndcg_at_1": 0.49446, "ndcg_at_3": 0.56477, "ndcg_at_5": 0.58452, "ndcg_at_10": 0.59669, "ndcg_at_20": 0.60668, "ndcg_at_50": 0.61757, "ndcg_at_100": 0.62554, "map_at_1": 0.49446, "map_at_3": 0.54767, "map_at_5": 0.55843, "map_at_10": 0.56343, "map_at_20": 0.56612, "map_at_50": 0.56802, "map_at_100": 0.56873, "recall_at_1": 0.49446, "recall_at_3": 0.61419, "recall_at_5": 0.66297, "recall_at_10": 0.70067, "recall_at_20": 0.74058, "recall_at_50": 0.79379, "recall_at_100": 0.84257, "precision_at_1": 0.49446, "precision_at_3": 0.20473, "precision_at_5": 0.13259, "precision_at_10": 0.07007, "precision_at_20": 0.03703, "precision_at_50": 0.01588, "precision_at_100": 0.00843, "mrr_at_1": 0.49889135254988914, "mrr_at_3": 0.5447154471544715, "mrr_at_5": 0.5566888396156688, "mrr_at_10": 0.5629526977087953, "mrr_at_20": 0.5652806848414477, "mrr_at_50": 0.5670115584789515, "mrr_at_100": 0.5677538817333595, "naucs_at_1_max": -0.27864580796328964, "naucs_at_1_std": 0.7722092976730863, "naucs_at_1_diff1": 0.8943248317988693, "naucs_at_3_max": -0.44768791859908297, "naucs_at_3_std": 0.8209416026426787, "naucs_at_3_diff1": 0.8513206720284808, "naucs_at_5_max": -0.5206642942420097, "naucs_at_5_std": 0.8590967813938516, "naucs_at_5_diff1": 0.8553385206717447, "naucs_at_10_max": -0.5861667680971102, "naucs_at_10_std": 0.8921235191636205, "naucs_at_10_diff1": 0.8508472594083637, "naucs_at_20_max": -0.6153314648071393, "naucs_at_20_std": 0.8966962245596599, "naucs_at_20_diff1": 0.8514213312670023, "naucs_at_50_max": -0.7316708344718492, "naucs_at_50_std": 0.8827437458106799, "naucs_at_50_diff1": 0.8348654637400126, "naucs_at_100_max": -0.890172253801331, "naucs_at_100_std": 0.8797216559719966, "naucs_at_100_diff1": 0.8182326755467386}, "./data_dir/eval_vidore/syntheticDocQA_healthcare_industry_test": {"ndcg_at_1": 0.93, "ndcg_at_3": 0.96524, "ndcg_at_5": 0.96911, "ndcg_at_10": 0.96911, "ndcg_at_20": 0.96911, "ndcg_at_50": 0.96911, "ndcg_at_100": 0.96911, "map_at_1": 0.93, "map_at_3": 0.95667, "map_at_5": 0.95867, "map_at_10": 0.95867, "map_at_20": 0.95867, "map_at_50": 0.95867, "map_at_100": 0.95867, "recall_at_1": 0.93, "recall_at_3": 0.99, "recall_at_5": 1.0, "recall_at_10": 1.0, "recall_at_20": 1.0, "recall_at_50": 1.0, "recall_at_100": 1.0, "precision_at_1": 0.93, "precision_at_3": 0.33, "precision_at_5": 0.2, "precision_at_10": 0.1, "precision_at_20": 0.05, "precision_at_50": 0.02, "precision_at_100": 0.01, "mrr_at_1": 0.94, "mrr_at_3": 0.9616666666666667, "mrr_at_5": 0.9641666666666667, "mrr_at_10": 0.9641666666666667, "mrr_at_20": 0.9641666666666667, "mrr_at_50": 0.9641666666666667, "mrr_at_100": 0.9641666666666667, "naucs_at_1_max": 0.5512204881952787, "naucs_at_1_std": -0.5522875816993494, "naucs_at_1_diff1": 0.9626517273576113, "naucs_at_3_max": -0.5634920634921204, "naucs_at_3_std": -1.7399626517274398, "naucs_at_3_diff1": 0.8692810457516356, "naucs_at_5_max": 1.0, "naucs_at_5_std": 1.0, "naucs_at_5_diff1": 1.0, "naucs_at_10_max": 1.0, "naucs_at_10_std": 1.0, "naucs_at_10_diff1": 1.0, "naucs_at_20_max": 1.0, "naucs_at_20_std": 1.0, "naucs_at_20_diff1": 1.0, "naucs_at_50_max": NaN, "naucs_at_50_std": NaN, "naucs_at_50_diff1": NaN, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/infovqa_test_subsampled": {"ndcg_at_1": 0.79757, "ndcg_at_3": 0.84618, "ndcg_at_5": 0.85716, "ndcg_at_10": 0.86704, "ndcg_at_20": 0.86964, "ndcg_at_50": 0.87372, "ndcg_at_100": 0.87532, "map_at_1": 0.79757, "map_at_3": 0.83367, "map_at_5": 0.83984, "map_at_10": 0.84396, "map_at_20": 0.84469, "map_at_50": 0.84538, "map_at_100": 0.8455, "recall_at_1": 0.79757, "recall_at_3": 0.88259, "recall_at_5": 0.90891, "recall_at_10": 0.93927, "recall_at_20": 0.94939, "recall_at_50": 0.96964, "recall_at_100": 0.97976, "precision_at_1": 0.79757, "precision_at_3": 0.2942, "precision_at_5": 0.18178, "precision_at_10": 0.09393, "precision_at_20": 0.04747, "precision_at_50": 0.01939, "precision_at_100": 0.0098, "mrr_at_1": 0.7894736842105263, "mrr_at_3": 0.8306342780026991, "mrr_at_5": 0.8363022941970311, "mrr_at_10": 0.8404167469956944, "mrr_at_20": 0.8411396743317877, "mrr_at_50": 0.8418165179225722, "mrr_at_100": 0.8419436154362733, "naucs_at_1_max": 0.5658752085914066, "naucs_at_1_std": 0.08703668327449693, "naucs_at_1_diff1": 0.8969893821656988, "naucs_at_3_max": 0.5035089171640572, "naucs_at_3_std": 0.10634666680591591, "naucs_at_3_diff1": 0.8617291252020982, "naucs_at_5_max": 0.672890311854327, "naucs_at_5_std": 0.2917197093395984, "naucs_at_5_diff1": 0.8715729540210408, "naucs_at_10_max": 0.7402193471144418, "naucs_at_10_std": 0.3670976593963592, "naucs_at_10_diff1": 0.8958712928076012, "naucs_at_20_max": 0.7849669612599903, "naucs_at_20_std": 0.5713453092645688, "naucs_at_20_diff1": 0.8802696095317121, "naucs_at_50_max": 0.7192418710631517, "naucs_at_50_std": 0.7316569995970472, "naucs_at_50_diff1": 0.8624988164249825, "naucs_at_100_max": 0.6626137244104312, "naucs_at_100_std": 0.8415749940072255, "naucs_at_100_diff1": 0.8476419892262101}, "./data_dir/eval_vidore/syntheticDocQA_energy_test": {"ndcg_at_1": 0.94, "ndcg_at_3": 0.94631, "ndcg_at_5": 0.95405, "ndcg_at_10": 0.95405, "ndcg_at_20": 0.95684, "ndcg_at_50": 0.95902, "ndcg_at_100": 0.96074, "map_at_1": 0.94, "map_at_3": 0.945, "map_at_5": 0.949, "map_at_10": 0.949, "map_at_20": 0.94991, "map_at_50": 0.95034, "map_at_100": 0.95053, "recall_at_1": 0.94, "recall_at_3": 0.95, "recall_at_5": 0.97, "recall_at_10": 0.97, "recall_at_20": 0.98, "recall_at_50": 0.99, "recall_at_100": 1.0, "precision_at_1": 0.94, "precision_at_3": 0.31667, "precision_at_5": 0.194, "precision_at_10": 0.097, "precision_at_20": 0.049, "precision_at_50": 0.0198, "precision_at_100": 0.01, "mrr_at_1": 0.94, "mrr_at_3": 0.945, "mrr_at_5": 0.9490000000000001, "mrr_at_10": 0.950111111111111, "mrr_at_20": 0.950111111111111, "mrr_at_50": 0.9505873015873015, "mrr_at_100": 0.9507724867724867, "naucs_at_1_max": 0.5278555866791174, "naucs_at_1_std": -0.5602240896358519, "naucs_at_1_diff1": 0.9782135076252712, "naucs_at_3_max": 0.4595704948646117, "naucs_at_3_std": -0.7438842203548082, "naucs_at_3_diff1": 0.973856209150328, "naucs_at_5_max": 0.4352629940865253, "naucs_at_5_std": -0.8445378151260495, "naucs_at_5_diff1": 0.9564270152505424, "naucs_at_10_max": 0.4352629940865253, "naucs_at_10_std": -0.8445378151260495, "naucs_at_10_diff1": 0.9564270152505424, "naucs_at_20_max": 0.9346405228758136, "naucs_at_20_std": -0.3968253968253954, "naucs_at_20_diff1": 1.0, "naucs_at_50_max": 1.0, "naucs_at_50_std": 0.35807656395892007, "naucs_at_50_diff1": 1.0, "naucs_at_100_max": NaN, "naucs_at_100_std": NaN, "naucs_at_100_diff1": NaN}, "./data_dir/eval_vidore/tabfquad_test_subsampled": {"ndcg_at_1": 0.81429, "ndcg_at_3": 0.86688, "ndcg_at_5": 0.87441, "ndcg_at_10": 0.88583, "ndcg_at_20": 0.89213, "ndcg_at_50": 0.89426, "ndcg_at_100": 0.89548, "map_at_1": 0.81429, "map_at_3": 0.85417, "map_at_5": 0.85845, "map_at_10": 0.8631, "map_at_20": 0.86482, "map_at_50": 0.86516, "map_at_100": 0.86528, "recall_at_1": 0.81429, "recall_at_3": 0.90357, "recall_at_5": 0.92143, "recall_at_10": 0.95714, "recall_at_20": 0.98214, "recall_at_50": 0.99286, "recall_at_100": 1.0, "precision_at_1": 0.81429, "precision_at_3": 0.30119, "precision_at_5": 0.18429, "precision_at_10": 0.09571, "precision_at_20": 0.04911, "precision_at_50": 0.01986, "precision_at_100": 0.01, "mrr_at_1": 0.8142857142857143, "mrr_at_3": 0.8535714285714285, "mrr_at_5": 0.8576785714285714, "mrr_at_10": 0.8620280612244897, "mrr_at_20": 0.8640784760874046, "mrr_at_50": 0.8644115436805921, "mrr_at_100": 0.8645378286859094, "naucs_at_1_max": 0.5099174501261181, "naucs_at_1_std": 0.10524153481617399, "naucs_at_1_diff1": 0.8698884048001222, "naucs_at_3_max": 0.5539647957948607, "naucs_at_3_std": 0.17413632119514313, "naucs_at_3_diff1": 0.8326416986547719, "naucs_at_5_max": 0.478800611153553, "naucs_at_5_std": 0.10332314744079385, "naucs_at_5_diff1": 0.8250572956455312, "naucs_at_10_max": 0.6088935574229674, "naucs_at_10_std": 0.23650015561779797, "naucs_at_10_diff1": 0.8465608465608483, "naucs_at_20_max": 0.8216619981325874, "naucs_at_20_std": 0.6112044817927197, "naucs_at_20_diff1": 0.7984126984127048, "naucs_at_50_max": 1.0, "naucs_at_50_std": 0.9346405228758071, "naucs_at_50_diff1": 1.0, "naucs_at_100_max": 1.0, "naucs_at_100_std": 1.0, "naucs_at_100_diff1": 1.0}}