upload facebook/dpr-ctx_encoder-multiset-base

dpr/AmazonCounterfactualClassification.json

@@ -0,0 +1,17 @@
+{
+  "dataset_revision": "e8379541af4e31359cca9fbcf4b00f2671dba205",
+  "mteb_dataset_name": "AmazonCounterfactualClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "en": {
+      "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": 7.72
+  }
+}

dpr/AmazonPolarityClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "e2d317d38cd51312af73b3d32a06d1a08b442046",
+  "mteb_dataset_name": "AmazonPolarityClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "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
+  }
+}

dpr/AmazonReviewsClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "en": {
+      "accuracy": 0.3445,
+      "accuracy_stderr": 0.022452839464085605,
+      "f1": 0.343548093756403,
+      "f1_stderr": 0.021415021694932406,
+      "main_score": 0.3445
+    },
+    "evaluation_time": 29.68
+  }
+}

dpr/ArguAna.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "c22ab2a51041ffd869aaddef7af8d8215647e41a",
+  "mteb_dataset_name": "ArguAna",
+  "mteb_version": "1.2.0",
+  "test": {
+    "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
+  }
+}

dpr/ArxivClusteringP2P.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "a122ad7f3f0291bf49cc6f4d32aa80929df69d5d",
+  "mteb_dataset_name": "ArxivClusteringP2P",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 6768.04,
+    "main_score": 0.35183914914250375,
+    "v_measure": 0.35183914914250375,
+    "v_measure_std": 0.1437615176411642
+  }
+}

dpr/ArxivClusteringS2S.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "f910caf1a6075f7329cdf8c1a6135696f37dbd53",
+  "mteb_dataset_name": "ArxivClusteringS2S",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 651.38,
+    "main_score": 0.24652795868605037,
+    "v_measure": 0.24652795868605037,
+    "v_measure_std": 0.15170636022597767
+  }
+}

dpr/AskUbuntuDupQuestions.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "2000358ca161889fa9c082cb41daa8dcfb161a54",
+  "mteb_dataset_name": "AskUbuntuDupQuestions",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 5.72,
+    "map": 0.47563787445156264,
+    "mrr": 0.5942147034252296
+  }
+}

dpr/BIOSSES.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "d3fb88f8f02e40887cd149695127462bbcf29b4a",
+  "mteb_dataset_name": "BIOSSES",
+  "mteb_version": "1.2.0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.69910208286057,
+      "spearman": 0.7047329252876569
+    },
+    "euclidean": {
+      "pearson": 0.6850301770158816,
+      "spearman": 0.6896904138591307
+    },
+    "evaluation_time": 0.74,
+    "manhattan": {
+      "pearson": 0.6773341145291979,
+      "spearman": 0.6831300234123285
+    }
+  }
+}

dpr/Banking77Classification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "0fd18e25b25c072e09e0d92ab615fda904d66300",
+  "mteb_dataset_name": "Banking77Classification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "accuracy": 0.6621428571428571,
+    "accuracy_stderr": 0.007001553932043655,
+    "evaluation_time": 22.03,
+    "f1": 0.6602583458921942,
+    "f1_stderr": 0.007418688970577753,
+    "main_score": 0.6621428571428571
+  }
+}

dpr/BiorxivClusteringP2P.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "65b79d1d13f80053f67aca9498d9402c2d9f1f40",
+  "mteb_dataset_name": "BiorxivClusteringP2P",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 838.55,
+    "main_score": 0.28624598096982357,
+    "v_measure": 0.28624598096982357,
+    "v_measure_std": 0.007774961777501223
+  }
+}

dpr/BiorxivClusteringS2S.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "258694dd0231531bc1fd9de6ceb52a0853c6d908",
+  "mteb_dataset_name": "BiorxivClusteringS2S",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 74.55,
+    "main_score": 0.20679196467468935,
+    "v_measure": 0.20679196467468935,
+    "v_measure_std": 0.006974913388595396
+  }
+}

dpr/CQADupstackAndroidRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "f46a197baaae43b4f621051089b82a364682dfeb",
+  "mteb_dataset_name": "CQADupstackAndroidRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "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": 0.05246,
+    "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
+  }
+}

dpr/CQADupstackEnglishRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "ad9991cb51e31e31e430383c75ffb2885547b5f0",
+  "mteb_dataset_name": "CQADupstackEnglishRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "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
+  }
+}

dpr/CQADupstackGamingRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "4885aa143210c98657558c04aaf3dc47cfb54340",
+  "mteb_dataset_name": "CQADupstackGamingRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "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
+  }
+}

dpr/CQADupstackGisRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "5003b3064772da1887988e05400cf3806fe491f2",
+  "mteb_dataset_name": "CQADupstackGisRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "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
+  }
+}

dpr/CQADupstackMathematicaRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "90fceea13679c63fe563ded68f3b6f06e50061de",
+  "mteb_dataset_name": "CQADupstackMathematicaRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 140.23,
+    "map_at_1": 0.02944,
+    "map_at_10": 0.04436,
+    "map_at_100": 0.05085,
+    "map_at_1000": 0.05208,
+    "map_at_3": 0.0372,
+    "map_at_5": 0.04002,
+    "mrr_at_1": 0.03731,
+    "mrr_at_10": 0.05603,
+    "mrr_at_100": 0.06419,
+    "mrr_at_1000": 0.06523,
+    "mrr_at_3": 0.0483,
+    "mrr_at_5": 0.05172,
+    "ndcg_at_1": 0.03731,
+    "ndcg_at_10": 0.05795,
+    "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
+  }
+}

dpr/CQADupstackPhysicsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4",
+  "mteb_dataset_name": "CQADupstackPhysicsRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 248.3,
+    "map_at_1": 0.1042,
+    "map_at_10": 0.14709,
+    "map_at_100": 0.15715,
+    "map_at_1000": 0.15853,
+    "map_at_3": 0.13132,
+    "map_at_5": 0.13902,
+    "mrr_at_1": 0.12897,
+    "mrr_at_10": 0.18096,
+    "mrr_at_100": 0.19019,
+    "mrr_at_1000": 0.19118,
+    "mrr_at_3": 0.16137,
+    "mrr_at_5": 0.17263,
+    "ndcg_at_1": 0.12897,
+    "ndcg_at_10": 0.18057,
+    "ndcg_at_100": 0.2339,
+    "ndcg_at_1000": 0.27155,
+    "ndcg_at_3": 0.15068,
+    "ndcg_at_5": 0.16292,
+    "precision_at_1": 0.12897,
+    "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
+  }
+}

dpr/CQADupstackProgrammersRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "6184bc1440d2dbc7612be22b50686b8826d22b32",
+  "mteb_dataset_name": "CQADupstackProgrammersRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 214.4,
+    "map_at_1": 0.06901,
+    "map_at_10": 0.09695,
+    "map_at_100": 0.10323,
+    "map_at_1000": 0.10453,
+    "map_at_3": 0.08534,
+    "map_at_5": 0.09127,
+    "mrr_at_1": 0.0879,
+    "mrr_at_10": 0.12155,
+    "mrr_at_100": 0.12842,
+    "mrr_at_1000": 0.12948,
+    "mrr_at_3": 0.10788,
+    "mrr_at_5": 0.11558,
+    "ndcg_at_1": 0.0879,
+    "ndcg_at_10": 0.11999,
+    "ndcg_at_100": 0.15639,
+    "ndcg_at_1000": 0.19291,
+    "ndcg_at_3": 0.09662,
+    "ndcg_at_5": 0.10671,
+    "precision_at_1": 0.0879,
+    "precision_at_10": 0.02295,
+    "precision_at_100": 0.0049,
+    "precision_at_1000": 0.00096,
+    "precision_at_3": 0.04604,
+    "precision_at_5": 0.0347,
+    "recall_at_1": 0.06901,
+    "recall_at_10": 0.16858,
+    "recall_at_100": 0.33711,
+    "recall_at_1000": 0.60393,
+    "recall_at_3": 0.10325,
+    "recall_at_5": 0.12823
+  }
+}

dpr/CQADupstackRetrieval.json

@@ -0,0 +1,38 @@
+{
+    "dataset_revision": "4885aa143210c98657558c04aaf3dc47cfb54340",
+    "mteb_dataset_name": "CQADupstackRetrieval",
+    "mteb_version": "1.2.0",
+    "test": {
+        "evaluation_time": 2881.7500000000005,
+        "map_at_1": 0.062475,
+        "map_at_10": 0.09173833333333334,
+        "map_at_100": 0.09811416666666667,
+        "map_at_1000": 0.0992475,
+        "map_at_3": 0.0813275,
+        "map_at_5": 0.08670416666666667,
+        "mrr_at_1": 0.07709083333333333,
+        "mrr_at_10": 0.11029249999999999,
+        "mrr_at_100": 0.11693166666666667,
+        "mrr_at_1000": 0.11789000000000001,
+        "mrr_at_3": 0.09874916666666667,
+        "mrr_at_5": 0.10496166666666668,
+        "ndcg_at_1": 0.07709083333333333,
+        "ndcg_at_10": 0.11300166666666667,
+        "ndcg_at_100": 0.14782166666666668,
+        "ndcg_at_1000": 0.18099583333333333,
+        "ndcg_at_3": 0.09304,
+        "ndcg_at_5": 0.10157916666666666,
+        "precision_at_1": 0.07709083333333333,
+        "precision_at_10": 0.02160916666666667,
+        "precision_at_100": 0.004685,
+        "precision_at_1000": 0.0009008333333333335,
+        "precision_at_3": 0.044893333333333334,
+        "precision_at_5": 0.03330583333333334,
+        "recall_at_1": 0.062475,
+        "recall_at_10": 0.15992666666666663,
+        "recall_at_100": 0.3208983333333333,
+        "recall_at_1000": 0.5688258333333335,
+        "recall_at_3": 0.10381,
+        "recall_at_5": 0.12550333333333336
+    }
+}

dpr/CQADupstackStatsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "65ac3a16b8e91f9cee4c9828cc7c335575432a2a",
+  "mteb_dataset_name": "CQADupstackStatsRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 325.58,
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+    "mrr_at_10": 0.07635,
+    "mrr_at_100": 0.08149,
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+    "ndcg_at_1": 0.05061,
+    "ndcg_at_10": 0.07928,
+    "ndcg_at_100": 0.10947,
+    "ndcg_at_1000": 0.13742,
+    "ndcg_at_3": 0.06201,
+    "ndcg_at_5": 0.06853,
+    "precision_at_1": 0.05061,
+    "precision_at_10": 0.01534,
+    "precision_at_100": 0.0034,
+    "precision_at_1000": 0.00063,
+    "precision_at_3": 0.02965,
+    "precision_at_5": 0.02209,
+    "recall_at_1": 0.04012,
+    "recall_at_10": 0.11881,
+    "recall_at_100": 0.26588,
+    "recall_at_1000": 0.4817,
+    "recall_at_3": 0.06991,
+    "recall_at_5": 0.08691
+  }
+}

dpr/CQADupstackTexRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "46989137a86843e03a6195de44b09deda022eec7",
+  "mteb_dataset_name": "CQADupstackTexRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "evaluation_time": 579.5,
+    "map_at_1": 0.02864,
+    "map_at_10": 0.04441,
+    "map_at_100": 0.04845,
+    "map_at_1000": 0.04929,
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+    "map_at_5": 0.0415,
+    "mrr_at_1": 0.03648,
+    "mrr_at_10": 0.05603,
+    "mrr_at_100": 0.06068,
+    "mrr_at_1000": 0.06147,
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+    "mrr_at_5": 0.05268,
+    "ndcg_at_1": 0.03648,
+    "ndcg_at_10": 0.05682,
+    "ndcg_at_100": 0.07996,
+    "ndcg_at_1000": 0.10761,
+    "ndcg_at_3": 0.04473,
+    "ndcg_at_5": 0.0499,
+    "precision_at_1": 0.03648,
+    "precision_at_10": 0.01122,
+    "precision_at_100": 0.00287,
+    "precision_at_1000": 0.00065,
+    "precision_at_3": 0.02191,
+    "precision_at_5": 0.01672,
+    "recall_at_1": 0.02864,
+    "recall_at_10": 0.08445,
+    "recall_at_100": 0.19064,
+    "recall_at_1000": 0.4018,
+    "recall_at_3": 0.05023,
+    "recall_at_5": 0.06374
+  }
+}

dpr/CQADupstackUnixRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "6c6430d3a6d36f8d2a829195bc5dc94d7e063e53",
+  "mteb_dataset_name": "CQADupstackUnixRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1": 0.04981,
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+    "map_at_100": 0.07533,
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+    "mrr_at_1": 0.0597,
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+    "mrr_at_100": 0.08813,
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+    "ndcg_at_10": 0.0855,
+    "ndcg_at_100": 0.1129,
+    "ndcg_at_1000": 0.14468,
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+    "precision_at_10": 0.01521,
+    "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
+  }
+}

dpr/CQADupstackWebmastersRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "160c094312a0e1facb97e55eeddb698c0abe3571",
+  "mteb_dataset_name": "CQADupstackWebmastersRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1": 0.03333,
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+    "map_at_100": 0.07224,
+    "map_at_1000": 0.07361,
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+    "mrr_at_100": 0.09933,
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+    "ndcg_at_100": 0.1289,
+    "ndcg_at_1000": 0.16922,
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+    "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
+  }
+}

dpr/CQADupstackWordpressRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "4ffe81d471b1924886b33c7567bfb200e9eec5c4",
+  "mteb_dataset_name": "CQADupstackWordpressRetrieval",
+  "mteb_version": "1.2.0",
+  "test": {
+    "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_1": 0.02773,
+    "mrr_at_10": 0.03644,
+    "mrr_at_100": 0.04026,
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+    "ndcg_at_1": 0.02773,
+    "ndcg_at_10": 0.03999,
+    "ndcg_at_100": 0.05917,
+    "ndcg_at_1000": 0.08694,
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+    "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
+  }
+}

dpr/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": 0.04304,
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+    "map_at_100": 0.09133,
+    "map_at_1000": 0.09309,
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+    "mrr_at_10": 0.1649,
+    "mrr_at_100": 0.17629,
+    "mrr_at_1000": 0.17715,
+    "mrr_at_3": 0.13648,
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+    "ndcg_at_1": 0.09446,
+    "ndcg_at_10": 0.12445,
+    "ndcg_at_100": 0.18032,
+    "ndcg_at_1000": 0.22065,
+    "ndcg_at_3": 0.09196,
+    "ndcg_at_5": 0.10384,
+    "precision_at_1": 0.09446,
+    "precision_at_10": 0.04117,
+    "precision_at_100": 0.01008,
+    "precision_at_1000": 0.00174,
+    "precision_at_3": 0.06906,
+    "precision_at_5": 0.05655,
+    "recall_at_1": 0.04304,
+    "recall_at_10": 0.16621,
+    "recall_at_100": 0.36783,
+    "recall_at_1000": 0.60264,
+    "recall_at_3": 0.0896,
+    "recall_at_5": 0.11891
+  }
+}

dpr/DBPedia.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "c0f706b76e590d620bd6618b3ca8efdd34e2d659",
+  "mteb_dataset_name": "DBPedia",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map_at_1": 0.04631,
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+    "map_at_1000": 0.13524,
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+    "mrr_at_100": 0.504,
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+    "ndcg_at_1000": 0.3342,
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+    "precision_at_1": 0.3975,
+    "precision_at_10": 0.18125,
+    "precision_at_100": 0.0588,
+    "precision_at_1000": 0.01296,
+    "precision_at_3": 0.29083,
+    "precision_at_5": 0.2445,
+    "recall_at_1": 0.04631,
+    "recall_at_10": 0.1376,
+    "recall_at_100": 0.31436,
+    "recall_at_1000": 0.54633,
+    "recall_at_3": 0.08138,
+    "recall_at_5": 0.10386
+  }
+}

dpr/EmotionClassification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "4f58c6b202a23cf9a4da393831edf4f9183cad37",
+  "mteb_dataset_name": "EmotionClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "accuracy": 0.37575,
+    "accuracy_stderr": 0.018581240539856336,
+    "evaluation_time": 7.64,
+    "f1": 0.3288869144525575,
+    "f1_stderr": 0.016333370421128517,
+    "main_score": 0.37575
+  }
+}

dpr/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_1": 0.33427,
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+    "map_at_100": 0.43737,
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+    "map_at_5": 0.42118,
+    "mrr_at_1": 0.36064,
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+    "mrr_at_100": 0.46692,
+    "mrr_at_1000": 0.46735,
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+    "ndcg_at_1": 0.36064,
+    "ndcg_at_10": 0.48437,
+    "ndcg_at_100": 0.51854,
+    "ndcg_at_1000": 0.53232,
+    "ndcg_at_3": 0.43606,
+    "ndcg_at_5": 0.46294,
+    "precision_at_1": 0.36064,
+    "precision_at_10": 0.06835,
+    "precision_at_100": 0.00867,
+    "precision_at_1000": 0.001,
+    "precision_at_3": 0.17862,
+    "precision_at_5": 0.12178,
+    "recall_at_1": 0.33427,
+    "recall_at_10": 0.62312,
+    "recall_at_100": 0.78048,
+    "recall_at_1000": 0.88707,
+    "recall_at_3": 0.49343,
+    "recall_at_5": 0.55873
+  }
+}

dpr/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_1": 0.02491,
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+    "ndcg_at_10": 0.07058,
+    "ndcg_at_100": 0.106,
+    "ndcg_at_1000": 0.14516,
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+    "ndcg_at_5": 0.0583,
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+    "precision_at_10": 0.02238,
+    "precision_at_100": 0.00586,
+    "precision_at_1000": 0.00124,
+    "precision_at_3": 0.03755,
+    "precision_at_5": 0.02901,
+    "recall_at_1": 0.02491,
+    "recall_at_10": 0.10134,
+    "recall_at_100": 0.24223,
+    "recall_at_1000": 0.4977,
+    "recall_at_3": 0.05226,
+    "recall_at_5": 0.06784
+  }
+}

dpr/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": 0.18231,
+    "map_at_10": 0.2505,
+    "map_at_100": 0.25943,
+    "map_at_1000": 0.26052,
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+    "map_at_5": 0.2417,
+    "mrr_at_1": 0.36462,
+    "mrr_at_10": 0.44123,
+    "mrr_at_100": 0.44816,
+    "mrr_at_1000": 0.4487,
+    "mrr_at_3": 0.42116,
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+    "ndcg_at_1": 0.36462,
+    "ndcg_at_10": 0.32414,
+    "ndcg_at_100": 0.36525,
+    "ndcg_at_1000": 0.39129,
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+    "precision_at_1": 0.36462,
+    "precision_at_10": 0.0712,
+    "precision_at_100": 0.01041,
+    "precision_at_1000": 0.00139,
+    "precision_at_3": 0.17988,
+    "precision_at_5": 0.12257,
+    "recall_at_1": 0.18231,
+    "recall_at_10": 0.35598,
+    "recall_at_100": 0.52066,
+    "recall_at_1000": 0.69473,
+    "recall_at_3": 0.26982,
+    "recall_at_5": 0.30641
+  }
+}

dpr/ImdbClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "3d86128a09e091d6018b6d26cad27f2739fc2db7",
+  "mteb_dataset_name": "ImdbClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "accuracy": 0.596684,
+    "accuracy_stderr": 0.044463185490920466,
+    "ap": 0.5613161591143628,
+    "ap_stderr": 0.02925133708221031,
+    "evaluation_time": 260.61,
+    "f1": 0.5923407498631216,
+    "f1_stderr": 0.04457458726115152,
+    "main_score": 0.596684
+  }
+}

dpr/MSMARCO.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "c5a29a104738b98a9e76336939199e264163d4a0",
+  "dev": {
+    "evaluation_time": 23250.72,
+    "map_at_1": 0.06593,
+    "map_at_10": 0.11678,
+    "map_at_100": 0.12593,
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+    "mrr_at_1": 0.06748,
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+    "mrr_at_100": 0.12862,
+    "mrr_at_1000": 0.12953,
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+    "ndcg_at_100": 0.19728,
+    "ndcg_at_1000": 0.22531,
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+    "ndcg_at_5": 0.12802,
+    "precision_at_1": 0.06748,
+    "precision_at_10": 0.0255,
+    "precision_at_100": 0.00507,
+    "precision_at_1000": 0.00075,
+    "precision_at_3": 0.04871,
+    "precision_at_5": 0.03814,
+    "recall_at_1": 0.06593,
+    "recall_at_10": 0.24599,
+    "recall_at_100": 0.48467,
+    "recall_at_1000": 0.70985,
+    "recall_at_3": 0.14148,
+    "recall_at_5": 0.18372
+  },
+  "mteb_dataset_name": "MSMARCO",
+  "mteb_version": "1.2.0"
+}

dpr/MTOPDomainClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
+  "mteb_dataset_name": "MTOPDomainClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "en": {
+      "accuracy": 0.8189466484268128,
+      "accuracy_stderr": 0.012713816967826173,
+      "f1": 0.8140692601437012,
+      "f1_stderr": 0.011741355125638118,
+      "main_score": 0.8189466484268128
+    },
+    "evaluation_time": 7.04
+  }
+}

dpr/MTOPIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "en": {
+      "accuracy": 0.667920656634747,
+      "accuracy_stderr": 0.01658512392841925,
+      "f1": 0.4688889436760735,
+      "f1_stderr": 0.013705228878306783,
+      "main_score": 0.667920656634747
+    },
+    "evaluation_time": 21.97
+  }
+}

dpr/MassiveIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "en": {
+      "accuracy": 0.609549428379287,
+      "accuracy_stderr": 0.016422376402126744,
+      "f1": 0.5793471685641954,
+      "f1_stderr": 0.01633540329811055,
+      "main_score": 0.609549428379287
+    },
+    "evaluation_time": 19.77
+  }
+}

dpr/MassiveScenarioClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "7d571f92784cd94a019292a1f45445077d0ef634",
+  "mteb_dataset_name": "MassiveScenarioClassification",
+  "mteb_version": "1.2.0",
+  "test": {
+    "en": {
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+    "evaluation_time": 4.52
+  }
+}

dpr/MedrxivClusteringP2P.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "e7a26af6f3ae46b30dde8737f02c07b1505bcc73",
+  "mteb_dataset_name": "MedrxivClusteringP2P",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "main_score": 0.2763675812036596,
+    "v_measure": 0.2763675812036596,
+    "v_measure_std": 0.01447999712801492
+  }
+}

dpr/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": 0.2199458022871114,
+    "v_measure": 0.2199458022871114,
+    "v_measure_std": 0.015803738647367255
+  }
+}

dpr/MindSmallReranking.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "3bdac13927fdc888b903db93b2ffdbd90b295a69",
+  "mteb_dataset_name": "MindSmallReranking",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "map": 0.2937399620484108,
+    "mrr": 0.30377728125655895
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+}

dpr/NFCorpus.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "NFCorpus",
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+    "precision_at_100": 0.04449,
+    "precision_at_1000": 0.01703,
+    "precision_at_3": 0.18473,
+    "precision_at_5": 0.15975,
+    "recall_at_1": 0.01987,
+    "recall_at_10": 0.07541,
+    "recall_at_100": 0.1872,
+    "recall_at_1000": 0.52085,
+    "recall_at_3": 0.03825,
+    "recall_at_5": 0.05206
+  }
+}

dpr/NQ.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "b774495ed302d8c44a3a7ea25c90dbce03968f31",
+  "mteb_dataset_name": "NQ",
+  "mteb_version": "1.2.0",
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+    "precision_at_10": 0.0655,
+    "precision_at_100": 0.00992,
+    "precision_at_1000": 0.00114,
+    "precision_at_3": 0.13963,
+    "precision_at_5": 0.10342,
+    "recall_at_1": 0.19279,
+    "recall_at_10": 0.55258,
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+    "recall_at_1000": 0.93825,
+    "recall_at_3": 0.35899,
+    "recall_at_5": 0.43979
+  }
+}

dpr/QuoraRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_100": 0.50499,
+    "recall_at_1000": 0.65555,
+    "recall_at_3": 0.27875,
+    "recall_at_5": 0.30916
+  }
+}

dpr/RedditClustering.json

@@ -0,0 +1,11 @@
+{
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+  "mteb_dataset_name": "RedditClustering",
+  "mteb_version": "1.2.0",
+  "test": {
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+    "main_score": 0.2884041335033682,
+    "v_measure": 0.2884041335033682,
+    "v_measure_std": 0.03494753714903961
+  }
+}

dpr/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": 0.48146213495710966,
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+    "v_measure_std": 0.10723527940140944
+  }
+}

dpr/SCIDOCS.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "SCIDOCS",
+  "mteb_version": "1.2.0",
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+    "ndcg_at_100": 0.09183,
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+    "precision_at_10": 0.0269,
+    "precision_at_100": 0.00892,
+    "precision_at_1000": 0.00225,
+    "precision_at_3": 0.04233,
+    "precision_at_5": 0.0344,
+    "recall_at_1": 0.01155,
+    "recall_at_10": 0.05485,
+    "recall_at_100": 0.1812,
+    "recall_at_1000": 0.45718,
+    "recall_at_3": 0.02605,
+    "recall_at_5": 0.0351
+  }
+}

dpr/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": 0.6244909103670909
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+      "spearman": 0.6267583732278115
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+    "manhattan": {
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+      "spearman": 0.6479757501386179
+    }
+  }
+}

dpr/STS12.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "a0d554a64d88156834ff5ae9920b964011b16384",
+  "mteb_dataset_name": "STS12",
+  "mteb_version": "1.2.0",
+  "test": {
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+      "spearman": 0.47962925800328987
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+    "manhattan": {
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+      "spearman": 0.5066189019968798
+    }
+  }
+}

dpr/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": 0.6396611685416531
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+    "euclidean": {
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+      "spearman": 0.6410310586610416
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+    "evaluation_time": 1.76,
+    "manhattan": {
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+      "spearman": 0.6543330013300506
+    }
+  }
+}

dpr/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": 0.5322454558142627
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+    "euclidean": {
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+    "manhattan": {
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+      "spearman": 0.5447354912787428
+    }
+  }
+}

dpr/STS15.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "ae752c7c21bf194d8b67fd573edf7ae58183cbe3",
+  "mteb_dataset_name": "STS15",
+  "mteb_version": "1.2.0",
+  "test": {
+    "cos_sim": {
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+      "spearman": 0.6725003902103277
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+    "euclidean": {
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+    "evaluation_time": 4.01,
+    "manhattan": {
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+      "spearman": 0.6817655210600441
+    }
+  }
+}