add results of facebook-dpr-ctx_encoder-multiset-base

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

@@ -0,0 +1,17 @@
+{
+  "dataset_revision": "e8379541af4e31359cca9fbcf4b00f2671dba205",
+  "mteb_dataset_name": "AmazonCounterfactualClassification",
+  "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
+    },
+    "evaluation_time": 7.07
+  }
+}

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

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "e2d317d38cd51312af73b3d32a06d1a08b442046",
+  "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
+  }
+}

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

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "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
+    },
+    "evaluation_time": 12.43
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "c22ab2a51041ffd869aaddef7af8d8215647e41a",
+  "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
+  }
+}

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

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "a122ad7f3f0291bf49cc6f4d32aa80929df69d5d",
+  "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
+  }
+}

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

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "f910caf1a6075f7329cdf8c1a6135696f37dbd53",
+  "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
+  }
+}

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

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "2000358ca161889fa9c082cb41daa8dcfb161a54",
+  "mteb_dataset_name": "AskUbuntuDupQuestions",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 3.21,
+    "map": 0.4779397500119113,
+    "mrr": 0.6026667546058128
+  }
+}

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

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "d3fb88f8f02e40887cd149695127462bbcf29b4a",
+  "mteb_dataset_name": "BIOSSES",
+  "mteb_version": "1.2.0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.6991021879305604,
+      "spearman": 0.7047329252876569
+    },
+    "euclidean": {
+      "pearson": 0.6850302699729017,
+      "spearman": 0.6896904138591307
+    },
+    "evaluation_time": 0.25,
+    "manhattan": {
+      "pearson": 0.6773341583604899,
+      "spearman": 0.6831300234123285
+    }
+  }
+}

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

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "0fd18e25b25c072e09e0d92ab615fda904d66300",
+  "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
+  }
+}

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

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "65b79d1d13f80053f67aca9498d9402c2d9f1f40",
+  "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
+  }
+}

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

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "258694dd0231531bc1fd9de6ceb52a0853c6d908",
+  "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
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "f46a197baaae43b4f621051089b82a364682dfeb",
+  "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,
+    "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
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "ad9991cb51e31e31e430383c75ffb2885547b5f0",
+  "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
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "4885aa143210c98657558c04aaf3dc47cfb54340",
+  "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
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "5003b3064772da1887988e05400cf3806fe491f2",
+  "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
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "90fceea13679c63fe563ded68f3b6f06e50061de",
+  "mteb_dataset_name": "CQADupstackMathematicaRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 20.83,
+    "map_at_1": 0.03255,
+    "map_at_10": 0.0514,
+    "map_at_100": 0.05687,
+    "map_at_1000": 0.05805,
+    "map_at_3": 0.04537,
+    "map_at_5": 0.048,
+    "mrr_at_1": 0.04726,
+    "mrr_at_10": 0.07067,
+    "mrr_at_100": 0.07664,
+    "mrr_at_1000": 0.07771,
+    "mrr_at_3": 0.06364,
+    "mrr_at_5": 0.06718,
+    "ndcg_at_1": 0.04726,
+    "ndcg_at_10": 0.06675,
+    "ndcg_at_100": 0.09859,
+    "ndcg_at_1000": 0.13457,
+    "ndcg_at_3": 0.05497,
+    "ndcg_at_5": 0.05923,
+    "precision_at_1": 0.04726,
+    "precision_at_10": 0.01356,
+    "precision_at_100": 0.00353,
+    "precision_at_1000": 0.0008,
+    "precision_at_3": 0.02861,
+    "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
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4",
+  "mteb_dataset_name": "CQADupstackPhysicsRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 45.28,
+    "map_at_1": 0.10749,
+    "map_at_10": 0.14256,
+    "map_at_100": 0.15075,
+    "map_at_1000": 0.1522,
+    "map_at_3": 0.12944,
+    "map_at_5": 0.13591,
+    "mrr_at_1": 0.12897,
+    "mrr_at_10": 0.17045,
+    "mrr_at_100": 0.17853,
+    "mrr_at_1000": 0.17957,
+    "mrr_at_3": 0.15512,
+    "mrr_at_5": 0.16267,
+    "ndcg_at_1": 0.12897,
+    "ndcg_at_10": 0.17076,
+    "ndcg_at_100": 0.21676,
+    "ndcg_at_1000": 0.25504,
+    "ndcg_at_3": 0.14593,
+    "ndcg_at_5": 0.15567,
+    "precision_at_1": 0.12897,
+    "precision_at_10": 0.03138,
+    "precision_at_100": 0.00656,
+    "precision_at_1000": 0.00122,
+    "precision_at_3": 0.06673,
+    "precision_at_5": 0.04812,
+    "recall_at_1": 0.10749,
+    "recall_at_10": 0.23096,
+    "recall_at_100": 0.44275,
+    "recall_at_1000": 0.71156,
+    "recall_at_3": 0.15842,
+    "recall_at_5": 0.18458
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "6184bc1440d2dbc7612be22b50686b8826d22b32",
+  "mteb_dataset_name": "CQADupstackProgrammersRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 37.93,
+    "map_at_1": 0.05764,
+    "map_at_10": 0.08269,
+    "map_at_100": 0.08879,
+    "map_at_1000": 0.08983,
+    "map_at_3": 0.07331,
+    "map_at_5": 0.07816,
+    "mrr_at_1": 0.06963,
+    "mrr_at_10": 0.097,
+    "mrr_at_100": 0.10359,
+    "mrr_at_1000": 0.10453,
+    "mrr_at_3": 0.08733,
+    "mrr_at_5": 0.09201,
+    "ndcg_at_1": 0.06963,
+    "ndcg_at_10": 0.09993,
+    "ndcg_at_100": 0.13492,
+    "ndcg_at_1000": 0.16694,
+    "ndcg_at_3": 0.08237,
+    "ndcg_at_5": 0.08935,
+    "precision_at_1": 0.06963,
+    "precision_at_10": 0.01918,
+    "precision_at_100": 0.00427,
+    "precision_at_1000": 0.00085,
+    "precision_at_3": 0.03919,
+    "precision_at_5": 0.02854,
+    "recall_at_1": 0.05764,
+    "recall_at_10": 0.13962,
+    "recall_at_100": 0.30309,
+    "recall_at_1000": 0.54135,
+    "recall_at_3": 0.09008,
+    "recall_at_5": 0.10899
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+    "dataset_revision": "4885aa143210c98657558c04aaf3dc47cfb54340",
+    "mteb_dataset_name": "CQADupstackRetrieval",
+    "mteb_version": "1.2.0",
+    "test": {
+        "evaluation_time": 535.6,
+        "map_at_1": 0.06045000000000001,
+        "map_at_10": 0.08727916666666666,
+        "map_at_100": 0.09325166666666668,
+        "map_at_1000": 0.09434333333333333,
+        "map_at_3": 0.07769749999999999,
+        "map_at_5": 0.08274416666666667,
+        "mrr_at_1": 0.07319083333333334,
+        "mrr_at_10": 0.10369249999999998,
+        "mrr_at_100": 0.10991000000000001,
+        "mrr_at_1000": 0.11085416666666667,
+        "mrr_at_3": 0.09300583333333334,
+        "mrr_at_5": 0.0984775,
+        "ndcg_at_1": 0.07319083333333334,
+        "ndcg_at_10": 0.10670916666666667,
+        "ndcg_at_100": 0.14045583333333334,
+        "ndcg_at_1000": 0.17263333333333333,
+        "ndcg_at_3": 0.0880475,
+        "ndcg_at_5": 0.09612083333333334,
+        "precision_at_1": 0.07319083333333334,
+        "precision_at_10": 0.0199975,
+        "precision_at_100": 0.0044199999999999995,
+        "precision_at_1000": 0.0008758333333333335,
+        "precision_at_3": 0.04143416666666667,
+        "precision_at_5": 0.030605833333333332,
+        "recall_at_1": 0.06045000000000001,
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+        "recall_at_1000": 0.5482333333333334,
+        "recall_at_3": 0.09763583333333332,
+        "recall_at_5": 0.11856416666666668
+    }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "65ac3a16b8e91f9cee4c9828cc7c335575432a2a",
+  "mteb_dataset_name": "CQADupstackStatsRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "precision_at_10": 0.01764,
+    "precision_at_100": 0.0037,
+    "precision_at_1000": 0.00065,
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+    "precision_at_5": 0.02791,
+    "recall_at_1": 0.05598,
+    "recall_at_10": 0.14746,
+    "recall_at_100": 0.29596,
+    "recall_at_1000": 0.48431,
+    "recall_at_3": 0.0973,
+    "recall_at_5": 0.1191
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "46989137a86843e03a6195de44b09deda022eec7",
+  "mteb_dataset_name": "CQADupstackTexRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "precision_at_1000": 0.00069,
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+    "precision_at_5": 0.02202,
+    "recall_at_1": 0.04759,
+    "recall_at_10": 0.11071,
+    "recall_at_100": 0.24013,
+    "recall_at_1000": 0.45028,
+    "recall_at_3": 0.07201,
+    "recall_at_5": 0.08566
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "6c6430d3a6d36f8d2a829195bc5dc94d7e063e53",
+  "mteb_dataset_name": "CQADupstackUnixRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "precision_at_100": 0.00369,
+    "precision_at_1000": 0.00072,
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+    "precision_at_5": 0.02388,
+    "recall_at_1": 0.06988,
+    "recall_at_10": 0.13443,
+    "recall_at_100": 0.28261,
+    "recall_at_1000": 0.50482,
+    "recall_at_3": 0.08427,
+    "recall_at_5": 0.09962
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "160c094312a0e1facb97e55eeddb698c0abe3571",
+  "mteb_dataset_name": "CQADupstackWebmastersRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "precision_at_10": 0.02134,
+    "precision_at_100": 0.00508,
+    "precision_at_1000": 0.00127,
+    "precision_at_3": 0.04414,
+    "precision_at_5": 0.0336,
+    "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
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "4ffe81d471b1924886b33c7567bfb200e9eec5c4",
+  "mteb_dataset_name": "CQADupstackWordpressRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "ndcg_at_5": 0.05459,
+    "precision_at_1": 0.03697,
+    "precision_at_10": 0.01201,
+    "precision_at_100": 0.00277,
+    "precision_at_1000": 0.00058,
+    "precision_at_3": 0.02095,
+    "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
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "47f2ac6acb640fc46020b02a5b59fdda04d39380",
+  "mteb_dataset_name": "ClimateFEVER",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1": 0.05232,
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+    "mrr_at_100": 0.19403,
+    "mrr_at_1000": 0.19487,
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+    "ndcg_at_100": 0.18062,
+    "ndcg_at_1000": 0.21742,
+    "ndcg_at_3": 0.10402,
+    "ndcg_at_5": 0.1117,
+    "precision_at_1": 0.11661,
+    "precision_at_10": 0.03961,
+    "precision_at_100": 0.0095,
+    "precision_at_1000": 0.00162,
+    "precision_at_3": 0.07644,
+    "precision_at_5": 0.05798,
+    "recall_at_1": 0.05232,
+    "recall_at_10": 0.16047,
+    "recall_at_100": 0.34754,
+    "recall_at_1000": 0.56165,
+    "recall_at_3": 0.0975,
+    "recall_at_5": 0.12067
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "c0f706b76e590d620bd6618b3ca8efdd34e2d659",
+  "mteb_dataset_name": "DBPedia",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "ndcg_at_1000": 0.21134,
+    "ndcg_at_3": 0.14048,
+    "ndcg_at_5": 0.13809,
+    "precision_at_1": 0.2225,
+    "precision_at_10": 0.1155,
+    "precision_at_100": 0.03545,
+    "precision_at_1000": 0.00787,
+    "precision_at_3": 0.17,
+    "precision_at_5": 0.148,
+    "recall_at_1": 0.02154,
+    "recall_at_10": 0.08673,
+    "recall_at_100": 0.21172,
+    "recall_at_1000": 0.40358,
+    "recall_at_3": 0.04288,
+    "recall_at_5": 0.06195
+  }
+}

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

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "4f58c6b202a23cf9a4da393831edf4f9183cad37",
+  "mteb_dataset_name": "EmotionClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "accuracy": 0.3752000000000001,
+    "accuracy_stderr": 0.01989623079882219,
+    "evaluation_time": 6.45,
+    "f1": 0.3285105821660149,
+    "f1_stderr": 0.01751431369138334,
+    "main_score": 0.3752000000000001
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "bea83ef9e8fb933d90a2f1d5515737465d613e12",
+  "mteb_dataset_name": "FEVER",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1000": 0.32094,
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+    "mrr_at_1": 0.25503,
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+    "mrr_at_100": 0.34181,
+    "mrr_at_1000": 0.34229,
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+    "ndcg_at_10": 0.35781,
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+    "ndcg_at_1000": 0.40923,
+    "ndcg_at_3": 0.31461,
+    "ndcg_at_5": 0.33585,
+    "precision_at_1": 0.25503,
+    "precision_at_10": 0.05222,
+    "precision_at_100": 0.00716,
+    "precision_at_1000": 0.00085,
+    "precision_at_3": 0.12976,
+    "precision_at_5": 0.08929,
+    "recall_at_1": 0.2377,
+    "recall_at_10": 0.47675,
+    "recall_at_100": 0.6471,
+    "recall_at_1000": 0.76204,
+    "recall_at_3": 0.35974,
+    "recall_at_5": 0.41075
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "27a168819829fe9bcd655c2df245fb19452e8e06",
+  "mteb_dataset_name": "FiQA2018",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_100": 0.03784,
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+    "mrr_at_1000": 0.06837,
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+    "ndcg_at_10": 0.04763,
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+    "ndcg_at_1000": 0.1043,
+    "ndcg_at_3": 0.03906,
+    "ndcg_at_5": 0.04239,
+    "precision_at_1": 0.04012,
+    "precision_at_10": 0.01327,
+    "precision_at_100": 0.00364,
+    "precision_at_1000": 0.0009,
+    "precision_at_3": 0.02469,
+    "precision_at_5": 0.01975,
+    "recall_at_1": 0.02077,
+    "recall_at_10": 0.06224,
+    "recall_at_100": 0.16307,
+    "recall_at_1000": 0.37664,
+    "recall_at_3": 0.03734,
+    "recall_at_5": 0.047
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "ab518f4d6fcca38d87c25209f94beba119d02014",
+  "mteb_dataset_name": "HotpotQA",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1": 0.12998,
+    "map_at_10": 0.17509,
+    "map_at_100": 0.18139,
+    "map_at_1000": 0.18224,
+    "map_at_3": 0.16235,
+    "map_at_5": 0.1691,
+    "mrr_at_1": 0.25996,
+    "mrr_at_10": 0.3162,
+    "mrr_at_100": 0.32239,
+    "mrr_at_1000": 0.32303,
+    "mrr_at_3": 0.30137,
+    "mrr_at_5": 0.30931,
+    "ndcg_at_1": 0.25996,
+    "ndcg_at_10": 0.22864,
+    "ndcg_at_100": 0.26026,
+    "ndcg_at_1000": 0.28303,
+    "ndcg_at_3": 0.20268,
+    "ndcg_at_5": 0.2146,
+    "precision_at_1": 0.25996,
+    "precision_at_10": 0.04997,
+    "precision_at_100": 0.00754,
+    "precision_at_1000": 0.00106,
+    "precision_at_3": 0.12712,
+    "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
+  }
+}

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

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "3d86128a09e091d6018b6d26cad27f2739fc2db7",
+  "mteb_dataset_name": "ImdbClassification",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "accuracy_stderr": 0.03596681781865056,
+    "ap": 0.542905220712224,
+    "ap_stderr": 0.022651008042984228,
+    "evaluation_time": 42.47,
+    "f1": 0.5657134861181902,
+    "f1_stderr": 0.037718560855359226,
+    "main_score": 0.572684
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "c5a29a104738b98a9e76336939199e264163d4a0",
+  "dev": {
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+    "map_at_1": 0.02806,
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+    "mrr_at_100": 0.05769,
+    "mrr_at_1000": 0.05844,
+    "mrr_at_3": 0.04303,
+    "mrr_at_5": 0.04834,
+    "ndcg_at_1": 0.02865,
+    "ndcg_at_10": 0.06625,
+    "ndcg_at_100": 0.09541,
+    "ndcg_at_1000": 0.12032,
+    "ndcg_at_3": 0.04708,
+    "ndcg_at_5": 0.05633,
+    "precision_at_1": 0.02865,
+    "precision_at_10": 0.01169,
+    "precision_at_100": 0.0027,
+    "precision_at_1000": 0.00049,
+    "precision_at_3": 0.02077,
+    "precision_at_5": 0.01713,
+    "recall_at_1": 0.02806,
+    "recall_at_10": 0.1134,
+    "recall_at_100": 0.25738,
+    "recall_at_1000": 0.46089,
+    "recall_at_3": 0.06058,
+    "recall_at_5": 0.0829
+  },
+  "mteb_dataset_name": "MSMARCO",
+  "mteb_version": "1.2.0"
+}

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

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
+  "mteb_dataset_name": "MTOPDomainClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "en": {
+      "accuracy": 0.8188554491564067,
+      "accuracy_stderr": 0.012785087932977364,
+      "f1": 0.8139669813638403,
+      "f1_stderr": 0.01175854815236334,
+      "main_score": 0.8188554491564067
+    },
+    "evaluation_time": 6.89
+  }
+}

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

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
+  "mteb_version": "1.2.0",
+  "test": {
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+      "accuracy_stderr": 0.016553122940653805,
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+      "main_score": 0.667920656634747
+    },
+    "evaluation_time": 21.77
+  }
+}

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

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.2.0",
+  "test": {
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+      "f1": 0.5795606481180131,
+      "f1_stderr": 0.01595245236798842,
+      "main_score": 0.6099529253530599
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+    "evaluation_time": 14.41
+  }
+}

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

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "7d571f92784cd94a019292a1f45445077d0ef634",
+  "mteb_dataset_name": "MassiveScenarioClassification",
+  "mteb_version": "1.2.0",
+  "test": {
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+      "f1": 0.6421968675070528,
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+      "main_score": 0.6542367182246134
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+    "evaluation_time": 7.24
+  }
+}

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

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "e7a26af6f3ae46b30dde8737f02c07b1505bcc73",
+  "mteb_dataset_name": "MedrxivClusteringP2P",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 63.06,
+    "main_score": 0.2520110123540152,
+    "v_measure": 0.2520110123540152,
+    "v_measure_std": 0.013961129270498402
+  }
+}

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

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "35191c8c0dca72d8ff3efcd72aa802307d469663",
+  "mteb_dataset_name": "MedrxivClusteringS2S",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "main_score": 0.21996206510356595,
+    "v_measure": 0.21996206510356595,
+    "v_measure_std": 0.015788705703029707
+  }
+}

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

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "3bdac13927fdc888b903db93b2ffdbd90b295a69",
+  "mteb_dataset_name": "MindSmallReranking",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map": 0.28923886678638594,
+    "mrr": 0.2961457680236755
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "ec0fa4fe99da2ff19ca1214b7966684033a58814",
+  "mteb_dataset_name": "NFCorpus",
+  "mteb_version": "1.2.0",
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+    "mrr_at_100": 0.31137,
+    "mrr_at_1000": 0.31216,
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+    "ndcg_at_1000": 0.25013,
+    "ndcg_at_3": 0.19007,
+    "ndcg_at_5": 0.17461,
+    "precision_at_1": 0.22291,
+    "precision_at_10": 0.11517,
+    "precision_at_100": 0.0417,
+    "precision_at_1000": 0.01628,
+    "precision_at_3": 0.1806,
+    "precision_at_5": 0.14923,
+    "recall_at_1": 0.02391,
+    "recall_at_10": 0.07083,
+    "recall_at_100": 0.18818,
+    "recall_at_1000": 0.51075,
+    "recall_at_3": 0.0448,
+    "recall_at_5": 0.05642
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "b774495ed302d8c44a3a7ea25c90dbce03968f31",
+  "mteb_dataset_name": "NQ",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1": 0.04741,
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+    "map_at_100": 0.10642,
+    "map_at_1000": 0.10735,
+    "map_at_3": 0.07606,
+    "map_at_5": 0.08603,
+    "mrr_at_1": 0.05707,
+    "mrr_at_10": 0.10742,
+    "mrr_at_100": 0.11674,
+    "mrr_at_1000": 0.11758,
+    "mrr_at_3": 0.08763,
+    "mrr_at_5": 0.09742,
+    "ndcg_at_1": 0.05707,
+    "ndcg_at_10": 0.13018,
+    "ndcg_at_100": 0.18161,
+    "ndcg_at_1000": 0.20863,
+    "ndcg_at_3": 0.08808,
+    "ndcg_at_5": 0.10575,
+    "precision_at_1": 0.05707,
+    "precision_at_10": 0.027,
+    "precision_at_100": 0.00563,
+    "precision_at_1000": 0.00082,
+    "precision_at_3": 0.04413,
+    "precision_at_5": 0.03627,
+    "recall_at_1": 0.04741,
+    "recall_at_10": 0.22542,
+    "recall_at_100": 0.46531,
+    "recall_at_1000": 0.67584,
+    "recall_at_3": 0.11167,
+    "recall_at_5": 0.15324
+  }
+}

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

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "QuoraRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1": 0.47001,
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+    "map_at_100": 0.57531,
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+    "map_at_5": 0.55766,
+    "mrr_at_1": 0.5429,
+    "mrr_at_10": 0.61509,
+    "mrr_at_100": 0.61972,
+    "mrr_at_1000": 0.62001,
+    "mrr_at_3": 0.59808,
+    "mrr_at_5": 0.60864,
+    "ndcg_at_1": 0.543,
+    "ndcg_at_10": 0.61423,
+    "ndcg_at_100": 0.64426,
+    "ndcg_at_1000": 0.65607,
+    "ndcg_at_3": 0.57865,
+    "ndcg_at_5": 0.59659,
+    "precision_at_1": 0.543,
+    "precision_at_10": 0.0928,
+    "precision_at_100": 0.01186,
+    "precision_at_1000": 0.00136,
+    "precision_at_3": 0.2498,
+    "precision_at_5": 0.16638,
+    "recall_at_1": 0.47001,
+    "recall_at_10": 0.70493,
+    "recall_at_100": 0.8322,
+    "recall_at_1000": 0.91438,
+    "recall_at_3": 0.60313,
+    "recall_at_5": 0.65166
+  }
+}

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

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "24640382cdbf8abc73003fb0fa6d111a705499eb",
+  "mteb_dataset_name": "RedditClustering",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "main_score": 0.2892890811006794,
+    "v_measure": 0.2892890811006794,
+    "v_measure_std": 0.0358189227543321
+  }
+}

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

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "282350215ef01743dc01b456c7f5241fa8937f16",
+  "mteb_dataset_name": "RedditClusteringP2P",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "main_score": 0.46737112868896125,
+    "v_measure": 0.46737112868896125,
+    "v_measure_std": 0.12015691675045774
+  }
+}

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

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "SCIDOCS",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1": 0.01675,
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+    "map_at_100": 0.04035,
+    "map_at_1000": 0.04208,
+    "map_at_3": 0.02546,
+    "map_at_5": 0.03012,
+    "mrr_at_1": 0.082,
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+    "mrr_at_100": 0.1323,
+    "mrr_at_1000": 0.13363,
+    "mrr_at_3": 0.106,
+    "mrr_at_5": 0.115,
+    "ndcg_at_1": 0.082,
+    "ndcg_at_10": 0.0636,
+    "ndcg_at_100": 0.09795,
+    "ndcg_at_1000": 0.14415,
+    "ndcg_at_3": 0.05931,
+    "ndcg_at_5": 0.0526,
+    "precision_at_1": 0.082,
+    "precision_at_10": 0.0322,
+    "precision_at_100": 0.0083,
+    "precision_at_1000": 0.00196,
+    "precision_at_3": 0.053,
+    "precision_at_5": 0.0448,
+    "recall_at_1": 0.01675,
+    "recall_at_10": 0.06593,
+    "recall_at_100": 0.16892,
+    "recall_at_1000": 0.39895,
+    "recall_at_3": 0.03257,
+    "recall_at_5": 0.04567
+  }
+}

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

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "a6ea5a8cab320b040a23452cc28066d9beae2cee",
+  "mteb_dataset_name": "SICK-R",
+  "mteb_version": "1.2.0",
+  "test": {
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+      "spearman": 0.6244908974581402
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+      "spearman": 0.6267584775432845
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+    "evaluation_time": 5.72,
+    "manhattan": {
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+      "spearman": 0.6479754174383063
+    }
+  }
+}

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

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "a0d554a64d88156834ff5ae9920b964011b16384",
+  "mteb_dataset_name": "STS12",
+  "mteb_version": "1.2.0",
+  "test": {
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+      "spearman": 0.4796289183262897
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+      "spearman": 0.4863530864712842
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+    "evaluation_time": 2.39,
+    "manhattan": {
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+      "spearman": 0.5066017321273434
+    }
+  }
+}

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

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "7e90230a92c190f1bf69ae9002b8cea547a64cca",
+  "mteb_dataset_name": "STS13",
+  "mteb_version": "1.2.0",
+  "test": {
+    "cos_sim": {
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+      "spearman": 0.6396617160494046
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+    "euclidean": {
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+      "spearman": 0.6410316055977692
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+    "evaluation_time": 1.03,
+    "manhattan": {
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+      "spearman": 0.6543364203055033
+    }
+  }
+}

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

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "6031580fec1f6af667f0bd2da0a551cf4f0b2375",
+  "mteb_dataset_name": "STS14",
+  "mteb_version": "1.2.0",
+  "test": {
+    "cos_sim": {
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+      "spearman": 0.5322463488183626
+    },
+    "euclidean": {
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+      "spearman": 0.5278896523795135
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+    "evaluation_time": 2.62,
+    "manhattan": {
+      "pearson": 0.553168351178478,
+      "spearman": 0.5447354921287222
+    }
+  }
+}

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

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "ae752c7c21bf194d8b67fd573edf7ae58183cbe3",
+  "mteb_dataset_name": "STS15",
+  "mteb_version": "1.2.0",
+  "test": {
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+      "spearman": 0.6725004554183561
+    },
+    "euclidean": {
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+      "spearman": 0.6720094025280121
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+    "evaluation_time": 2.11,
+    "manhattan": {
+      "pearson": 0.6690203078436671,
+      "spearman": 0.6817650618019373
+    }
+  }
+}