add facebook-dpr-ctx_encoder-multiset-base

results/facebook-dpr-ctx_encoder-multiset-base/AmazonCounterfactualClassification.json

@@ -4,14 +4,14 @@
   "mteb_version": "1.2.0",
   "test": {
     "en": {
-      "accuracy": 0.6791044776119403,
-      "accuracy_stderr": 0.03152753237082835,
-      "ap": 0.29629449961786886,
-      "ap_stderr": 0.026424249479941594,
-      "f1": 0.6137491646918283,
-      "f1_stderr": 0.02970982957797591,
-      "main_score": 0.6791044776119403
+      "accuracy": 0.6797014925373134,
+      "accuracy_stderr": 0.030770892907108407,
+      "ap": 0.2965776413447599,
+      "ap_stderr": 0.026109375531769338,
+      "f1": 0.6142223660336315,
+      "f1_stderr": 0.02912391096359312,
+      "main_score": 0.6797014925373134
     },
-    "evaluation_time": 7.07
+    "evaluation_time": 7.72
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/AmazonPolarityClassification.json

@@ -3,13 +3,13 @@
   "mteb_dataset_name": "AmazonPolarityClassification",
   "mteb_version": "1.2.0",
   "test": {
-    "accuracy": 0.70071825,
-    "accuracy_stderr": 0.031367811488251775,
-    "ap": 0.6433610968660372,
-    "ap_stderr": 0.02760821555925155,
-    "evaluation_time": 589.1,
-    "f1": 0.6991810269368447,
-    "f1_stderr": 0.03196976837277278,
-    "main_score": 0.70071825
+    "accuracy": 0.702608,
+    "accuracy_stderr": 0.0259848980371292,
+    "ap": 0.6445089410449277,
+    "ap_stderr": 0.024877452878124668,
+    "evaluation_time": 1767.06,
+    "f1": 0.7012665649774117,
+    "f1_stderr": 0.0262487966523164,
+    "main_score": 0.702608
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/AmazonReviewsClassification.json

@@ -4,12 +4,12 @@
   "mteb_version": "1.2.0",
   "test": {
     "en": {
-      "accuracy": 0.34406000000000003,
-      "accuracy_stderr": 0.02373150648399717,
-      "f1": 0.3428624475236607,
-      "f1_stderr": 0.02222686117747281,
-      "main_score": 0.34406000000000003
+      "accuracy": 0.3445,
+      "accuracy_stderr": 0.022452839464085605,
+      "f1": 0.343548093756403,
+      "f1_stderr": 0.021415021694932406,
+      "main_score": 0.3445
     },
-    "evaluation_time": 12.43
+    "evaluation_time": 29.68
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/ArguAna.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "ArguAna",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 13.74,
-    "map_at_1": 0.07895,
-    "map_at_10": 0.13898,
-    "map_at_100": 0.15286,
-    "map_at_1000": 0.15395,
-    "map_at_3": 0.11558,
-    "map_at_5": 0.12731,
-    "mrr_at_1": 0.07966,
-    "mrr_at_10": 0.13944,
-    "mrr_at_100": 0.15326,
-    "mrr_at_1000": 0.15434,
-    "mrr_at_3": 0.11593,
-    "mrr_at_5": 0.12745,
-    "ndcg_at_1": 0.07895,
-    "ndcg_at_10": 0.17824,
-    "ndcg_at_100": 0.25135,
-    "ndcg_at_1000": 0.28282,
-    "ndcg_at_3": 0.12788,
-    "ndcg_at_5": 0.14915,
-    "precision_at_1": 0.07895,
-    "precision_at_10": 0.03073,
-    "precision_at_100": 0.00663,
-    "precision_at_1000": 0.00092,
-    "precision_at_3": 0.05453,
-    "precision_at_5": 0.0431,
-    "recall_at_1": 0.07895,
-    "recall_at_10": 0.30725,
-    "recall_at_100": 0.66287,
-    "recall_at_1000": 0.91607,
-    "recall_at_3": 0.16358,
-    "recall_at_5": 0.2155
+    "evaluation_time": 67.32,
+    "map_at_1": 0.03698,
+    "map_at_10": 0.08805,
+    "map_at_100": 0.10105,
+    "map_at_1000": 0.10235,
+    "map_at_3": 0.06271,
+    "map_at_5": 0.07587,
+    "mrr_at_1": 0.0377,
+    "mrr_at_10": 0.08842,
+    "mrr_at_100": 0.10142,
+    "mrr_at_1000": 0.10271,
+    "mrr_at_3": 0.06271,
+    "mrr_at_5": 0.07611,
+    "ndcg_at_1": 0.03698,
+    "ndcg_at_10": 0.12496,
+    "ndcg_at_100": 0.19714,
+    "ndcg_at_1000": 0.23492,
+    "ndcg_at_3": 0.07176,
+    "ndcg_at_5": 0.09548,
+    "precision_at_1": 0.03698,
+    "precision_at_10": 0.02468,
+    "precision_at_100": 0.00605,
+    "precision_at_1000": 0.00091,
+    "precision_at_3": 0.03272,
+    "precision_at_5": 0.03115,
+    "recall_at_1": 0.03698,
+    "recall_at_10": 0.2468,
+    "recall_at_100": 0.60526,
+    "recall_at_1000": 0.90967,
+    "recall_at_3": 0.09815,
+    "recall_at_5": 0.15576
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringP2P.json

@@ -3,9 +3,9 @@
   "mteb_dataset_name": "ArxivClusteringP2P",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 1101.52,
-    "main_score": 0.33623846685155573,
-    "v_measure": 0.33623846685155573,
-    "v_measure_std": 0.14551575644408446
+    "evaluation_time": 6768.04,
+    "main_score": 0.35183914914250375,
+    "v_measure": 0.35183914914250375,
+    "v_measure_std": 0.1437615176411642
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringS2S.json

@@ -3,9 +3,9 @@
   "mteb_dataset_name": "ArxivClusteringS2S",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 420.52,
-    "main_score": 0.24657001549405072,
-    "v_measure": 0.24657001549405072,
-    "v_measure_std": 0.1517131189243164
+    "evaluation_time": 651.38,
+    "main_score": 0.24652795868605037,
+    "v_measure": 0.24652795868605037,
+    "v_measure_std": 0.15170636022597767
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/AskUbuntuDupQuestions.json

@@ -3,8 +3,8 @@
   "mteb_dataset_name": "AskUbuntuDupQuestions",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 3.21,
-    "map": 0.4779397500119113,
-    "mrr": 0.6026667546058128
+    "evaluation_time": 5.72,
+    "map": 0.47563787445156264,
+    "mrr": 0.5942147034252296
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/BIOSSES.json

@@ -4,16 +4,16 @@
   "mteb_version": "1.2.0",
   "test": {
     "cos_sim": {
-      "pearson": 0.6991021879305604,
+      "pearson": 0.69910208286057,
       "spearman": 0.7047329252876569
     },
     "euclidean": {
-      "pearson": 0.6850302699729017,
+      "pearson": 0.6850301770158816,
       "spearman": 0.6896904138591307
     },
-    "evaluation_time": 0.25,
+    "evaluation_time": 0.74,
     "manhattan": {
-      "pearson": 0.6773341583604899,
+      "pearson": 0.6773341145291979,
       "spearman": 0.6831300234123285
     }
   }

results/facebook-dpr-ctx_encoder-multiset-base/Banking77Classification.json

@@ -3,11 +3,11 @@
   "mteb_dataset_name": "Banking77Classification",
   "mteb_version": "1.2.0",
   "test": {
-    "accuracy": 0.6622077922077921,
-    "accuracy_stderr": 0.007074942778182428,
-    "evaluation_time": 17.73,
-    "f1": 0.6603154200824919,
-    "f1_stderr": 0.007476883785250584,
-    "main_score": 0.6622077922077921
+    "accuracy": 0.6621428571428571,
+    "accuracy_stderr": 0.007001553932043655,
+    "evaluation_time": 22.03,
+    "f1": 0.6602583458921942,
+    "f1_stderr": 0.007418688970577753,
+    "main_score": 0.6621428571428571
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringP2P.json

@@ -3,9 +3,9 @@
   "mteb_dataset_name": "BiorxivClusteringP2P",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 118.08,
-    "main_score": 0.2554494281724916,
-    "v_measure": 0.2554494281724916,
-    "v_measure_std": 0.006977839153185746
+    "evaluation_time": 838.55,
+    "main_score": 0.28624598096982357,
+    "v_measure": 0.28624598096982357,
+    "v_measure_std": 0.007774961777501223
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringS2S.json

@@ -3,9 +3,9 @@
   "mteb_dataset_name": "BiorxivClusteringS2S",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 48.46,
-    "main_score": 0.2065952943989255,
-    "v_measure": 0.2065952943989255,
-    "v_measure_std": 0.006974478630428251
+    "evaluation_time": 74.55,
+    "main_score": 0.20679196467468935,
+    "v_measure": 0.20679196467468935,
+    "v_measure_std": 0.006974913388595396
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackAndroidRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackAndroidRetrieval",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 25.87,
-    "map_at_1": 0.0679,
-    "map_at_10": 0.10294,
-    "map_at_100": 0.10966,
-    "map_at_1000": 0.11105,
-    "map_at_3": 0.091,
-    "map_at_5": 0.09714,
-    "mrr_at_1": 0.08155,
-    "mrr_at_10": 0.12481,
-    "mrr_at_100": 0.13153,
-    "mrr_at_1000": 0.13259,
-    "mrr_at_3": 0.10873,
-    "mrr_at_5": 0.11595,
-    "ndcg_at_1": 0.08155,
-    "ndcg_at_10": 0.129,
-    "ndcg_at_100": 0.16608,
-    "ndcg_at_1000": 0.20506,
-    "ndcg_at_3": 0.10406,
-    "ndcg_at_5": 0.11397,
-    "precision_at_1": 0.08155,
-    "precision_at_10": 0.02589,
-    "precision_at_100": 0.00587,
+    "evaluation_time": 94.83,
+    "map_at_1": 0.07225,
+    "map_at_10": 0.10701,
+    "map_at_100": 0.11472,
+    "map_at_1000": 0.1161,
+    "map_at_3": 0.09522,
+    "map_at_5": 0.10095,
+    "mrr_at_1": 0.08441,
+    "mrr_at_10": 0.12819,
+    "mrr_at_100": 0.13628,
+    "mrr_at_1000": 0.13729,
+    "mrr_at_3": 0.11421,
+    "mrr_at_5": 0.12165,
+    "ndcg_at_1": 0.08441,
+    "ndcg_at_10": 0.13229,
+    "ndcg_at_100": 0.17416,
+    "ndcg_at_1000": 0.2119,
+    "ndcg_at_3": 0.10891,
+    "ndcg_at_5": 0.11869,
+    "precision_at_1": 0.08441,
+    "precision_at_10": 0.02618,
+    "precision_at_100": 0.00597,
     "precision_at_1000": 0.00119,
-    "precision_at_3": 0.04959,
-    "precision_at_5": 0.03662,
-    "recall_at_1": 0.0679,
-    "recall_at_10": 0.18763,
-    "recall_at_100": 0.35411,
-    "recall_at_1000": 0.63344,
-    "recall_at_3": 0.11675,
-    "recall_at_5": 0.14358
+    "precision_at_3": 0.05246,
+    "precision_at_5": 0.03948,
+    "recall_at_1": 0.07225,
+    "recall_at_10": 0.18667,
+    "recall_at_100": 0.37429,
+    "recall_at_1000": 0.64313,
+    "recall_at_3": 0.12338,
+    "recall_at_5": 0.1468
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackEnglishRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackEnglishRetrieval",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 44.22,
-    "map_at_1": 0.07957,
-    "map_at_10": 0.11677,
-    "map_at_100": 0.12313,
-    "map_at_1000": 0.12415,
-    "map_at_3": 0.10406,
-    "map_at_5": 0.11158,
-    "mrr_at_1": 0.10318,
-    "mrr_at_10": 0.14189,
-    "mrr_at_100": 0.14832,
-    "mrr_at_1000": 0.14921,
-    "mrr_at_3": 0.12866,
-    "mrr_at_5": 0.13627,
-    "ndcg_at_1": 0.10318,
-    "ndcg_at_10": 0.14197,
-    "ndcg_at_100": 0.17471,
-    "ndcg_at_1000": 0.20383,
-    "ndcg_at_3": 0.12008,
-    "ndcg_at_5": 0.13106,
-    "precision_at_1": 0.10318,
-    "precision_at_10": 0.02828,
-    "precision_at_100": 0.00557,
-    "precision_at_1000": 0.00102,
-    "precision_at_3": 0.05987,
-    "precision_at_5": 0.04522,
-    "recall_at_1": 0.07957,
-    "recall_at_10": 0.19226,
-    "recall_at_100": 0.34204,
-    "recall_at_1000": 0.54815,
-    "recall_at_3": 0.12878,
-    "recall_at_5": 0.15794
+    "evaluation_time": 137.73,
+    "map_at_1": 0.13203,
+    "map_at_10": 0.18615,
+    "map_at_100": 0.19382,
+    "map_at_1000": 0.19493,
+    "map_at_3": 0.16966,
+    "map_at_5": 0.17958,
+    "mrr_at_1": 0.16497,
+    "mrr_at_10": 0.22166,
+    "mrr_at_100": 0.22887,
+    "mrr_at_1000": 0.22963,
+    "mrr_at_3": 0.20605,
+    "mrr_at_5": 0.21545,
+    "ndcg_at_1": 0.16497,
+    "ndcg_at_10": 0.22065,
+    "ndcg_at_100": 0.25749,
+    "ndcg_at_1000": 0.28566,
+    "ndcg_at_3": 0.19443,
+    "ndcg_at_5": 0.20791,
+    "precision_at_1": 0.16497,
+    "precision_at_10": 0.04204,
+    "precision_at_100": 0.00738,
+    "precision_at_1000": 0.00121,
+    "precision_at_3": 0.09639,
+    "precision_at_5": 0.06994,
+    "recall_at_1": 0.13203,
+    "recall_at_10": 0.28701,
+    "recall_at_100": 0.44973,
+    "recall_at_1000": 0.64584,
+    "recall_at_3": 0.21107,
+    "recall_at_5": 0.24724
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGamingRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackGamingRetrieval",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 49.95,
-    "map_at_1": 0.07395,
-    "map_at_10": 0.10788,
-    "map_at_100": 0.1148,
-    "map_at_1000": 0.1159,
-    "map_at_3": 0.09654,
-    "map_at_5": 0.10256,
-    "mrr_at_1": 0.09216,
-    "mrr_at_10": 0.12606,
-    "mrr_at_100": 0.13271,
-    "mrr_at_1000": 0.13366,
-    "mrr_at_3": 0.11484,
-    "mrr_at_5": 0.12073,
-    "ndcg_at_1": 0.09216,
-    "ndcg_at_10": 0.13022,
-    "ndcg_at_100": 0.16835,
-    "ndcg_at_1000": 0.20037,
-    "ndcg_at_3": 0.10851,
-    "ndcg_at_5": 0.11833,
-    "precision_at_1": 0.09216,
-    "precision_at_10": 0.02307,
-    "precision_at_100": 0.00489,
-    "precision_at_1000": 0.00085,
-    "precision_at_3": 0.05099,
-    "precision_at_5": 0.03712,
-    "recall_at_1": 0.07395,
-    "recall_at_10": 0.18226,
-    "recall_at_100": 0.36314,
-    "recall_at_1000": 0.607,
-    "recall_at_3": 0.12115,
-    "recall_at_5": 0.1457
+    "evaluation_time": 154.03,
+    "map_at_1": 0.13522,
+    "map_at_10": 0.18998,
+    "map_at_100": 0.1983,
+    "map_at_1000": 0.19932,
+    "map_at_3": 0.17361,
+    "map_at_5": 0.18174,
+    "mrr_at_1": 0.15862,
+    "mrr_at_10": 0.21245,
+    "mrr_at_100": 0.22025,
+    "mrr_at_1000": 0.22113,
+    "mrr_at_3": 0.19655,
+    "mrr_at_5": 0.20517,
+    "ndcg_at_1": 0.15862,
+    "ndcg_at_10": 0.22368,
+    "ndcg_at_100": 0.26684,
+    "ndcg_at_1000": 0.29593,
+    "ndcg_at_3": 0.192,
+    "ndcg_at_5": 0.20531,
+    "precision_at_1": 0.15862,
+    "precision_at_10": 0.03843,
+    "precision_at_100": 0.00669,
+    "precision_at_1000": 0.00099,
+    "precision_at_3": 0.08798,
+    "precision_at_5": 0.06182,
+    "recall_at_1": 0.13522,
+    "recall_at_10": 0.30467,
+    "recall_at_100": 0.50296,
+    "recall_at_1000": 0.72481,
+    "recall_at_3": 0.21709,
+    "recall_at_5": 0.24963
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGisRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackGisRetrieval",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 43.83,
-    "map_at_1": 0.05461,
-    "map_at_10": 0.07989,
-    "map_at_100": 0.08591,
-    "map_at_1000": 0.08691,
-    "map_at_3": 0.07203,
-    "map_at_5": 0.0762,
-    "mrr_at_1": 0.06102,
-    "mrr_at_10": 0.08901,
-    "mrr_at_100": 0.09529,
-    "mrr_at_1000": 0.09622,
-    "mrr_at_3": 0.08023,
-    "mrr_at_5": 0.08469,
-    "ndcg_at_1": 0.06102,
-    "ndcg_at_10": 0.0967,
-    "ndcg_at_100": 0.13267,
-    "ndcg_at_1000": 0.16292,
-    "ndcg_at_3": 0.08006,
-    "ndcg_at_5": 0.08759,
-    "precision_at_1": 0.06102,
-    "precision_at_10": 0.01627,
-    "precision_at_100": 0.00369,
-    "precision_at_1000": 0.00067,
-    "precision_at_3": 0.03653,
-    "precision_at_5": 0.02621,
-    "recall_at_1": 0.05461,
-    "recall_at_10": 0.14038,
-    "recall_at_100": 0.31825,
-    "recall_at_1000": 0.55515,
-    "recall_at_3": 0.09436,
-    "recall_at_5": 0.11301
+    "evaluation_time": 246.88,
+    "map_at_1": 0.0307,
+    "map_at_10": 0.05352,
+    "map_at_100": 0.05915,
+    "map_at_1000": 0.06035,
+    "map_at_3": 0.04465,
+    "map_at_5": 0.04978,
+    "mrr_at_1": 0.03503,
+    "mrr_at_10": 0.05935,
+    "mrr_at_100": 0.06509,
+    "mrr_at_1000": 0.06628,
+    "mrr_at_3": 0.04972,
+    "mrr_at_5": 0.05486,
+    "ndcg_at_1": 0.03503,
+    "ndcg_at_10": 0.06858,
+    "ndcg_at_100": 0.10008,
+    "ndcg_at_1000": 0.13636,
+    "ndcg_at_3": 0.05056,
+    "ndcg_at_5": 0.0594,
+    "precision_at_1": 0.03503,
+    "precision_at_10": 0.01277,
+    "precision_at_100": 0.00303,
+    "precision_at_1000": 0.00065,
+    "precision_at_3": 0.02411,
+    "precision_at_5": 0.01921,
+    "recall_at_1": 0.0307,
+    "recall_at_10": 0.10996,
+    "recall_at_100": 0.2626,
+    "recall_at_1000": 0.54702,
+    "recall_at_3": 0.06256,
+    "recall_at_5": 0.08309
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackMathematicaRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackMathematicaRetrieval",
   "mteb_version": "1.2.0",
   "test": {
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-    "precision_at_5": 0.02065,
-    "recall_at_1": 0.03255,
-    "recall_at_10": 0.09607,
-    "recall_at_100": 0.24546,
-    "recall_at_1000": 0.51168,
-    "recall_at_3": 0.06203,
-    "recall_at_5": 0.07385
+    "evaluation_time": 140.23,
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+    "map_at_1000": 0.05208,
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+    "mrr_at_100": 0.06419,
+    "mrr_at_1000": 0.06523,
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+    "mrr_at_5": 0.05172,
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+    "ndcg_at_100": 0.0946,
+    "ndcg_at_1000": 0.13177,
+    "ndcg_at_3": 0.0431,
+    "ndcg_at_5": 0.04779,
+    "precision_at_1": 0.03731,
+    "precision_at_10": 0.01206,
+    "precision_at_100": 0.00374,
+    "precision_at_1000": 0.00083,
+    "precision_at_3": 0.02197,
+    "precision_at_5": 0.01692,
+    "recall_at_1": 0.02944,
+    "recall_at_10": 0.08932,
+    "recall_at_100": 0.2537,
+    "recall_at_1000": 0.52971,
+    "recall_at_3": 0.04803,
+    "recall_at_5": 0.0589
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackPhysicsRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackPhysicsRetrieval",
   "mteb_version": "1.2.0",
   "test": {
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+    "evaluation_time": 248.3,
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+    "map_at_100": 0.15715,
+    "map_at_1000": 0.15853,
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     "mrr_at_1": 0.12897,
-    "mrr_at_10": 0.17045,
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-    "mrr_at_1000": 0.17957,
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+    "mrr_at_3": 0.16137,
+    "mrr_at_5": 0.17263,
     "ndcg_at_1": 0.12897,
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-    "ndcg_at_1000": 0.25504,
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     "precision_at_1": 0.12897,
-    "precision_at_10": 0.03138,
-    "precision_at_100": 0.00656,
-    "precision_at_1000": 0.00122,
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-    "recall_at_10": 0.23096,
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-    "recall_at_1000": 0.71156,
-    "recall_at_3": 0.15842,
-    "recall_at_5": 0.18458
+    "precision_at_10": 0.03551,
+    "precision_at_100": 0.00763,
+    "precision_at_1000": 0.00128,
+    "precision_at_3": 0.07251,
+    "precision_at_5": 0.05428,
+    "recall_at_1": 0.1042,
+    "recall_at_10": 0.2497,
+    "recall_at_100": 0.49108,
+    "recall_at_1000": 0.76231,
+    "recall_at_3": 0.16355,
+    "recall_at_5": 0.19492
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackProgrammersRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackProgrammersRetrieval",
   "mteb_version": "1.2.0",
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-    "recall_at_1000": 0.54135,
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-    "recall_at_5": 0.10899
+    "evaluation_time": 214.4,
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+    "precision_at_5": 0.0347,
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+    "recall_at_100": 0.33711,
+    "recall_at_1000": 0.60393,
+    "recall_at_3": 0.10325,
+    "recall_at_5": 0.12823
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackRetrieval.json

@@ -3,36 +3,36 @@
     "mteb_dataset_name": "CQADupstackRetrieval",
     "mteb_version": "1.2.0",
     "test": {
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+        "evaluation_time": 2881.7500000000005,
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     }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackStatsRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackStatsRetrieval",
   "mteb_version": "1.2.0",
   "test": {
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-    "recall_at_1000": 0.48431,
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+    "evaluation_time": 325.58,
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+    "recall_at_1": 0.04012,
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+    "recall_at_1000": 0.4817,
+    "recall_at_3": 0.06991,
+    "recall_at_5": 0.08691
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackTexRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackTexRetrieval",
   "mteb_version": "1.2.0",
   "test": {
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-    "recall_at_1000": 0.45028,
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+    "evaluation_time": 579.5,
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+    "precision_at_100": 0.00287,
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+    "recall_at_1000": 0.4018,
+    "recall_at_3": 0.05023,
+    "recall_at_5": 0.06374
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackUnixRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackUnixRetrieval",
   "mteb_version": "1.2.0",
   "test": {
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-    "recall_at_1000": 0.50482,
-    "recall_at_3": 0.08427,
-    "recall_at_5": 0.09962
+    "evaluation_time": 309.51,
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+    "map_at_10": 0.07098,
+    "map_at_100": 0.07533,
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+    "mrr_at_1000": 0.08908,
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+    "precision_at_100": 0.00333,
+    "precision_at_1000": 0.00069,
+    "precision_at_3": 0.03389,
+    "precision_at_5": 0.02481,
+    "recall_at_1": 0.04981,
+    "recall_at_10": 0.11799,
+    "recall_at_100": 0.25012,
+    "recall_at_1000": 0.49467,
+    "recall_at_3": 0.08424,
+    "recall_at_5": 0.09941
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWebmastersRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackWebmastersRetrieval",
   "mteb_version": "1.2.0",
   "test": {
-    "evaluation_time": 20.09,
-    "map_at_1": 0.0462,
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-    "map_at_100": 0.08512,
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-    "mrr_at_1000": 0.10471,
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-    "precision_at_100": 0.00508,
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-    "recall_at_1": 0.0462,
-    "recall_at_10": 0.14242,
-    "recall_at_100": 0.29053,
-    "recall_at_1000": 0.57127,
-    "recall_at_3": 0.09371,
-    "recall_at_5": 0.11634
+    "evaluation_time": 91.33,
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+    "map_at_1000": 0.07361,
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+    "ndcg_at_100": 0.1289,
+    "ndcg_at_1000": 0.16922,
+    "ndcg_at_3": 0.06936,
+    "ndcg_at_5": 0.07908,
+    "precision_at_1": 0.05336,
+    "precision_at_10": 0.02095,
+    "precision_at_100": 0.00543,
+    "precision_at_1000": 0.00128,
+    "precision_at_3": 0.03887,
+    "precision_at_5": 0.03083,
+    "recall_at_1": 0.03333,
+    "recall_at_10": 0.14281,
+    "recall_at_100": 0.32169,
+    "recall_at_1000": 0.61938,
+    "recall_at_3": 0.0776,
+    "recall_at_5": 0.10681
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWordpressRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "CQADupstackWordpressRetrieval",
   "mteb_version": "1.2.0",
   "test": {
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-    "mrr_at_100": 0.06123,
-    "mrr_at_1000": 0.06216,
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-    "precision_at_100": 0.00277,
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-    "precision_at_5": 0.01738,
-    "recall_at_1": 0.03204,
-    "recall_at_10": 0.10065,
-    "recall_at_100": 0.2354,
-    "recall_at_1000": 0.45979,
-    "recall_at_3": 0.05277,
-    "recall_at_5": 0.0744
+    "evaluation_time": 339.43,
+    "map_at_1": 0.02495,
+    "map_at_10": 0.03301,
+    "map_at_100": 0.03637,
+    "map_at_1000": 0.03723,
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+    "mrr_at_100": 0.04026,
+    "mrr_at_1000": 0.04113,
+    "mrr_at_3": 0.03235,
+    "mrr_at_5": 0.03373,
+    "ndcg_at_1": 0.02773,
+    "ndcg_at_10": 0.03999,
+    "ndcg_at_100": 0.05917,
+    "ndcg_at_1000": 0.08694,
+    "ndcg_at_3": 0.03123,
+    "ndcg_at_5": 0.03362,
+    "precision_at_1": 0.02773,
+    "precision_at_10": 0.00665,
+    "precision_at_100": 0.00185,
+    "precision_at_1000": 0.00045,
+    "precision_at_3": 0.01294,
+    "precision_at_5": 0.00887,
+    "recall_at_1": 0.02495,
+    "recall_at_10": 0.05915,
+    "recall_at_100": 0.15098,
+    "recall_at_1000": 0.37161,
+    "recall_at_3": 0.03481,
+    "recall_at_5": 0.04036
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/ClimateFEVER.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "ClimateFEVER",
   "mteb_version": "1.2.0",
   "test": {
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-    "mrr_at_1000": 0.19487,
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-    "precision_at_10": 0.03961,
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-    "recall_at_100": 0.34754,
-    "recall_at_1000": 0.56165,
-    "recall_at_3": 0.0975,
-    "recall_at_5": 0.12067
+    "evaluation_time": 19219.18,
+    "map_at_1": 0.04304,
+    "map_at_10": 0.08061,
+    "map_at_100": 0.09133,
+    "map_at_1000": 0.09309,
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+    "precision_at_1": 0.09446,
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+    "precision_at_100": 0.01008,
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+    "precision_at_3": 0.06906,
+    "precision_at_5": 0.05655,
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+    "recall_at_1000": 0.60264,
+    "recall_at_3": 0.0896,
+    "recall_at_5": 0.11891
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/DBPedia.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "DBPedia",
   "mteb_version": "1.2.0",
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+    "evaluation_time": 10251.14,
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+    "recall_at_1000": 0.54633,
+    "recall_at_3": 0.08138,
+    "recall_at_5": 0.10386
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/EmotionClassification.json

@@ -3,11 +3,11 @@
   "mteb_dataset_name": "EmotionClassification",
   "mteb_version": "1.2.0",
   "test": {
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+    "accuracy": 0.37575,
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+    "f1": 0.3288869144525575,
+    "f1_stderr": 0.016333370421128517,
+    "main_score": 0.37575
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/FEVER.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "FEVER",
   "mteb_version": "1.2.0",
   "test": {
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+    "recall_at_1000": 0.88707,
+    "recall_at_3": 0.49343,
+    "recall_at_5": 0.55873
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/FiQA2018.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "FiQA2018",
   "mteb_version": "1.2.0",
   "test": {
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-    "recall_at_1000": 0.37664,
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+    "precision_at_5": 0.02901,
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+    "recall_at_1000": 0.4977,
+    "recall_at_3": 0.05226,
+    "recall_at_5": 0.06784
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/HotpotQA.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "HotpotQA",
   "mteb_version": "1.2.0",
   "test": {
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-    "precision_at_5": 0.08575,
-    "recall_at_1": 0.12998,
-    "recall_at_10": 0.24983,
-    "recall_at_100": 0.37725,
-    "recall_at_1000": 0.53011,
-    "recall_at_3": 0.19068,
-    "recall_at_5": 0.21438
+    "evaluation_time": 11390.01,
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+    "map_at_1000": 0.26052,
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+    "ndcg_at_100": 0.36525,
+    "ndcg_at_1000": 0.39129,
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+    "recall_at_1000": 0.69473,
+    "recall_at_3": 0.26982,
+    "recall_at_5": 0.30641
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/ImdbClassification.json

@@ -3,13 +3,13 @@
   "mteb_dataset_name": "ImdbClassification",
   "mteb_version": "1.2.0",
   "test": {
-    "accuracy": 0.572684,
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 }

results/facebook-dpr-ctx_encoder-multiset-base/MSMARCO.json

@@ -1,37 +1,37 @@
 {
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   "mteb_dataset_name": "MSMARCO",
   "mteb_version": "1.2.0"

results/facebook-dpr-ctx_encoder-multiset-base/MTOPDomainClassification.json

@@ -4,12 +4,12 @@
   "mteb_version": "1.2.0",
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   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/MTOPIntentClassification.json

@@ -5,11 +5,11 @@
   "test": {
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 }

results/facebook-dpr-ctx_encoder-multiset-base/MassiveIntentClassification.json

@@ -4,12 +4,12 @@
   "mteb_version": "1.2.0",
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 }

results/facebook-dpr-ctx_encoder-multiset-base/MassiveScenarioClassification.json

@@ -4,12 +4,12 @@
   "mteb_version": "1.2.0",
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 }

results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringP2P.json

@@ -3,9 +3,9 @@
   "mteb_dataset_name": "MedrxivClusteringP2P",
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 }

results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringS2S.json

@@ -3,9 +3,9 @@
   "mteb_dataset_name": "MedrxivClusteringS2S",
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 }

results/facebook-dpr-ctx_encoder-multiset-base/MindSmallReranking.json

@@ -3,8 +3,8 @@
   "mteb_dataset_name": "MindSmallReranking",
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   "test": {
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 }

results/facebook-dpr-ctx_encoder-multiset-base/NFCorpus.json

@@ -3,36 +3,36 @@
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 }

results/facebook-dpr-ctx_encoder-multiset-base/NQ.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "NQ",
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 }

results/facebook-dpr-ctx_encoder-multiset-base/QuoraRetrieval.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "QuoraRetrieval",
   "mteb_version": "1.2.0",
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 }

results/facebook-dpr-ctx_encoder-multiset-base/RedditClustering.json

@@ -3,9 +3,9 @@
   "mteb_dataset_name": "RedditClustering",
   "mteb_version": "1.2.0",
   "test": {
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+    "v_measure_std": 0.03494753714903961
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/RedditClusteringP2P.json

@@ -3,9 +3,9 @@
   "mteb_dataset_name": "RedditClusteringP2P",
   "mteb_version": "1.2.0",
   "test": {
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 }

results/facebook-dpr-ctx_encoder-multiset-base/SCIDOCS.json

@@ -3,36 +3,36 @@
   "mteb_dataset_name": "SCIDOCS",
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 }

results/facebook-dpr-ctx_encoder-multiset-base/SICK-R.json

@@ -4,17 +4,17 @@
   "mteb_version": "1.2.0",
   "test": {
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+      "pearson": 0.6515136572366844,
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+    "evaluation_time": 9.6,
     "manhattan": {
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-      "spearman": 0.6479754174383063
+      "pearson": 0.6768204971383007,
+      "spearman": 0.6479757501386179
     }
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/STS12.json

@@ -4,17 +4,17 @@
   "mteb_version": "1.2.0",
   "test": {
     "cos_sim": {
-      "pearson": 0.4688299419601277,
-      "spearman": 0.4796289183262897
+      "pearson": 0.46882992285642056,
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     "euclidean": {
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+      "pearson": 0.4773112901581616,
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+    "evaluation_time": 3.86,
     "manhattan": {
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-      "spearman": 0.5066017321273434
+      "pearson": 0.49872867378383745,
+      "spearman": 0.5066189019968798
     }
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/STS13.json

@@ -4,17 +4,17 @@
   "mteb_version": "1.2.0",
   "test": {
     "cos_sim": {
-      "pearson": 0.6175825530800699,
-      "spearman": 0.6396617160494046
+      "pearson": 0.6175825299382958,
+      "spearman": 0.6396611685416531
     },
     "euclidean": {
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-      "spearman": 0.6410316055977692
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+    "evaluation_time": 1.76,
     "manhattan": {
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-      "spearman": 0.6543364203055033
+      "pearson": 0.6474095050977342,
+      "spearman": 0.6543330013300506
     }
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/STS14.json

@@ -4,17 +4,17 @@
   "mteb_version": "1.2.0",
   "test": {
     "cos_sim": {
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-      "spearman": 0.5322463488183626
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+      "spearman": 0.5322454558142627
     },
     "euclidean": {
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-      "spearman": 0.5278896523795135
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+    "evaluation_time": 4.42,
     "manhattan": {
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-      "spearman": 0.5447354921287222
+      "pearson": 0.5531683277037928,
+      "spearman": 0.5447354912787428
     }
   }
 }

results/facebook-dpr-ctx_encoder-multiset-base/STS15.json

@@ -4,17 +4,17 @@
   "mteb_version": "1.2.0",
   "test": {
     "cos_sim": {
-      "pearson": 0.654234617333038,
-      "spearman": 0.6725004554183561
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+      "spearman": 0.6725003902103277
     },
     "euclidean": {
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+      "pearson": 0.6558325162242153,
+      "spearman": 0.6720094755651831
     },
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+    "evaluation_time": 4.01,
     "manhattan": {
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-      "spearman": 0.6817650618019373
+      "pearson": 0.6690202955619491,
+      "spearman": 0.6817655210600441
     }
   }
 }