add: elser-v2 results (#55)

- add: elser-v2 results (58ae85087d8cb75056a563aafa34cd15b9c1f3fe)
- add: paths and elser-v2 to results.py (8088d994819a95c73af4aa2fb37be5a3c7d2bfb8)


Co-authored-by: Quentin Herreros <qherreros@users.noreply.huggingface.co>

results.py

@@ -98,6 +98,7 @@ MODELS = [
     "e5-small",
     "electra-small-nordic",
     "electra-small-swedish-cased-discriminator",
+    "elser-v2",
     "embedder-100p",
     "facebook-dpr-ctx_encoder-multiset-base",
     "flan-t5-base",

results/elser-v2/AmazonCounterfactualClassification.json

@@ -0,0 +1,17 @@
+{
+  "dataset_revision": "e8379541af4e31359cca9fbcf4b00f2671dba205",
+  "mteb_dataset_name": "AmazonCounterfactualClassification",
+  "mteb_version": "1.5.3",
+  "test": {
+    "en": {
+      "accuracy": 0.7416417910447761,
+      "accuracy_stderr": 0.059904319641368546,
+      "ap": 0.3642405446862192,
+      "ap_stderr": 0.05434341637368159,
+      "f1": 0.6769801288749832,
+      "f1_stderr": 0.053392636667461496,
+      "main_score": 0.7416417910447761
+    },
+    "evaluation_time": 19.31
+  }
+}

results/elser-v2/AmazonPolarityClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "e2d317d38cd51312af73b3d32a06d1a08b442046",
+  "mteb_dataset_name": "AmazonPolarityClassification",
+  "mteb_version": "1.5.3",
+  "test": {
+    "accuracy": 0.619111,
+    "accuracy_stderr": 0.026012745534641293,
+    "ap": 0.573000821419082,
+    "ap_stderr": 0.017458765604227093,
+    "evaluation_time": 2127.88,
+    "f1": 0.6016915628098107,
+    "f1_stderr": 0.042644600665383475,
+    "main_score": 0.619111
+  }
+}

results/elser-v2/AmazonReviewsClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "mteb_version": "1.5.3",
+  "test": {
+    "en": {
+      "accuracy": 0.32056,
+      "accuracy_stderr": 0.01829684125744113,
+      "f1": 0.31163384328260657,
+      "f1_stderr": 0.01565893677978881,
+      "main_score": 0.32056
+    },
+    "evaluation_time": 39.23
+  }
+}

results/elser-v2/ArguAna.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "c22ab2a51041ffd869aaddef7af8d8215647e41a",
+  "mteb_dataset_name": "ArguAna",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 197.46,
+    "map_at_1": 0.3165,
+    "map_at_10": 0.47096,
+    "map_at_100": 0.47956,
+    "map_at_1000": 0.4796,
+    "map_at_3": 0.42307,
+    "map_at_5": 0.44942,
+    "mrr_at_1": 0.32077,
+    "mrr_at_10": 0.47293,
+    "mrr_at_100": 0.48154,
+    "mrr_at_1000": 0.48158,
+    "mrr_at_3": 0.42473,
+    "mrr_at_5": 0.45126,
+    "ndcg_at_1": 0.3165,
+    "ndcg_at_10": 0.5598,
+    "ndcg_at_100": 0.59435,
+    "ndcg_at_1000": 0.59513,
+    "ndcg_at_3": 0.45984,
+    "ndcg_at_5": 0.50746,
+    "precision_at_1": 0.3165,
+    "precision_at_10": 0.0845,
+    "precision_at_100": 0.00991,
+    "precision_at_1000": 0.001,
+    "precision_at_3": 0.18895,
+    "precision_at_5": 0.13656,
+    "recall_at_1": 0.3165,
+    "recall_at_10": 0.84495,
+    "recall_at_100": 0.99075,
+    "recall_at_1000": 0.99644,
+    "recall_at_3": 0.56686,
+    "recall_at_5": 0.68279
+  }
+}

results/elser-v2/ArxivClusteringP2P.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "a122ad7f3f0291bf49cc6f4d32aa80929df69d5d",
+  "mteb_dataset_name": "ArxivClusteringP2P",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 6011.51,
+    "main_score": 0.35266090883121504,
+    "v_measure": 0.35266090883121504,
+    "v_measure_std": 0.15576527862939224
+  }
+}

results/elser-v2/ArxivClusteringS2S.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "f910caf1a6075f7329cdf8c1a6135696f37dbd53",
+  "mteb_dataset_name": "ArxivClusteringS2S",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 849.05,
+    "main_score": 0.23179158031963726,
+    "v_measure": 0.23179158031963726,
+    "v_measure_std": 0.15140091026880054
+  }
+}

results/elser-v2/AskUbuntuDupQuestions.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "2000358ca161889fa9c082cb41daa8dcfb161a54",
+  "mteb_dataset_name": "AskUbuntuDupQuestions",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 4.64,
+    "map": 0.583086571223865,
+    "mrr": 0.7211471661610166
+  }
+}

results/elser-v2/BIOSSES.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "d3fb88f8f02e40887cd149695127462bbcf29b4a",
+  "mteb_dataset_name": "BIOSSES",
+  "mteb_version": "1.5.3",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.858533215180582,
+      "spearman": 0.8379347555624437
+    },
+    "euclidean": {
+      "pearson": 0.7148409248196085,
+      "spearman": 0.7036304905293789
+    },
+    "evaluation_time": 0.48,
+    "manhattan": {
+      "pearson": 0.6788328248764118,
+      "spearman": 0.6491714183171734
+    }
+  }
+}

results/elser-v2/Banking77Classification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "0fd18e25b25c072e09e0d92ab615fda904d66300",
+  "mteb_dataset_name": "Banking77Classification",
+  "mteb_version": "1.5.3",
+  "test": {
+    "accuracy": 0.8205194805194805,
+    "accuracy_stderr": 0.008432562639349578,
+    "evaluation_time": 184.55,
+    "f1": 0.8195901998684839,
+    "f1_stderr": 0.008708829691724776,
+    "main_score": 0.8205194805194805
+  }
+}

results/elser-v2/BiorxivClusteringP2P.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "65b79d1d13f80053f67aca9498d9402c2d9f1f40",
+  "mteb_dataset_name": "BiorxivClusteringP2P",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 775.14,
+    "main_score": 0.31126163476789326,
+    "v_measure": 0.31126163476789326,
+    "v_measure_std": 0.022729679361036783
+  }
+}

results/elser-v2/BiorxivClusteringS2S.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "258694dd0231531bc1fd9de6ceb52a0853c6d908",
+  "mteb_dataset_name": "BiorxivClusteringS2S",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 99.4,
+    "main_score": 0.2678411657935002,
+    "v_measure": 0.2678411657935002,
+    "v_measure_std": 0.009606133980550852
+  }
+}

results/elser-v2/CQADupstackAndroidRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "f46a197baaae43b4f621051089b82a364682dfeb",
+  "mteb_dataset_name": "CQADupstackAndroidRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 310.52,
+    "map_at_1": 0.25494,
+    "map_at_10": 0.35044,
+    "map_at_100": 0.36375,
+    "map_at_1000": 0.36523,
+    "map_at_3": 0.32011,
+    "map_at_5": 0.33566,
+    "mrr_at_1": 0.31617,
+    "mrr_at_10": 0.40259,
+    "mrr_at_100": 0.41125,
+    "mrr_at_1000": 0.4118,
+    "mrr_at_3": 0.3784,
+    "mrr_at_5": 0.3902,
+    "ndcg_at_1": 0.31617,
+    "ndcg_at_10": 0.40717,
+    "ndcg_at_100": 0.46392,
+    "ndcg_at_1000": 0.48947,
+    "ndcg_at_3": 0.36024,
+    "ndcg_at_5": 0.37866,
+    "precision_at_1": 0.31617,
+    "precision_at_10": 0.07682,
+    "precision_at_100": 0.01293,
+    "precision_at_1000": 0.00189,
+    "precision_at_3": 0.17167,
+    "precision_at_5": 0.12275,
+    "recall_at_1": 0.25494,
+    "recall_at_10": 0.52173,
+    "recall_at_100": 0.76989,
+    "recall_at_1000": 0.93129,
+    "recall_at_3": 0.38259,
+    "recall_at_5": 0.43542
+  }
+}

results/elser-v2/CQADupstackEnglishRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "ad9991cb51e31e31e430383c75ffb2885547b5f0",
+  "mteb_dataset_name": "CQADupstackEnglishRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 471.75,
+    "map_at_1": 0.29118,
+    "map_at_10": 0.39319,
+    "map_at_100": 0.4068,
+    "map_at_1000": 0.40817,
+    "map_at_3": 0.36491,
+    "map_at_5": 0.38166,
+    "mrr_at_1": 0.36242,
+    "mrr_at_10": 0.45125,
+    "mrr_at_100": 0.45863,
+    "mrr_at_1000": 0.4591,
+    "mrr_at_3": 0.43195,
+    "mrr_at_5": 0.44307,
+    "ndcg_at_1": 0.36242,
+    "ndcg_at_10": 0.44913,
+    "ndcg_at_100": 0.49679,
+    "ndcg_at_1000": 0.51857,
+    "ndcg_at_3": 0.40969,
+    "ndcg_at_5": 0.42902,
+    "precision_at_1": 0.36242,
+    "precision_at_10": 0.08522,
+    "precision_at_100": 0.01425,
+    "precision_at_1000": 0.00191,
+    "precision_at_3": 0.19958,
+    "precision_at_5": 0.14153,
+    "recall_at_1": 0.29118,
+    "recall_at_10": 0.54471,
+    "recall_at_100": 0.74599,
+    "recall_at_1000": 0.88415,
+    "recall_at_3": 0.42962,
+    "recall_at_5": 0.48183
+  }
+}

results/elser-v2/CQADupstackGamingRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "4885aa143210c98657558c04aaf3dc47cfb54340",
+  "mteb_dataset_name": "CQADupstackGamingRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 506.54,
+    "map_at_1": 0.35707,
+    "map_at_10": 0.4665,
+    "map_at_100": 0.47792,
+    "map_at_1000": 0.47853,
+    "map_at_3": 0.43663,
+    "map_at_5": 0.45424,
+    "mrr_at_1": 0.40815,
+    "mrr_at_10": 0.50153,
+    "mrr_at_100": 0.50895,
+    "mrr_at_1000": 0.50931,
+    "mrr_at_3": 0.4768,
+    "mrr_at_5": 0.49141,
+    "ndcg_at_1": 0.40815,
+    "ndcg_at_10": 0.52134,
+    "ndcg_at_100": 0.56771,
+    "ndcg_at_1000": 0.58133,
+    "ndcg_at_3": 0.46965,
+    "ndcg_at_5": 0.49641,
+    "precision_at_1": 0.40815,
+    "precision_at_10": 0.08282,
+    "precision_at_100": 0.01161,
+    "precision_at_1000": 0.00133,
+    "precision_at_3": 0.20752,
+    "precision_at_5": 0.14345,
+    "recall_at_1": 0.35707,
+    "recall_at_10": 0.64965,
+    "recall_at_100": 0.8508,
+    "recall_at_1000": 0.94982,
+    "recall_at_3": 0.51124,
+    "recall_at_5": 0.57678
+  }
+}

results/elser-v2/CQADupstackGisRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "5003b3064772da1887988e05400cf3806fe491f2",
+  "mteb_dataset_name": "CQADupstackGisRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 796.9,
+    "map_at_1": 0.21043,
+    "map_at_10": 0.27516,
+    "map_at_100": 0.28496,
+    "map_at_1000": 0.28596,
+    "map_at_3": 0.2532,
+    "map_at_5": 0.26612,
+    "mrr_at_1": 0.22599,
+    "mrr_at_10": 0.29006,
+    "mrr_at_100": 0.29992,
+    "mrr_at_1000": 0.3007,
+    "mrr_at_3": 0.26911,
+    "mrr_at_5": 0.28115,
+    "ndcg_at_1": 0.22599,
+    "ndcg_at_10": 0.31401,
+    "ndcg_at_100": 0.36429,
+    "ndcg_at_1000": 0.39078,
+    "ndcg_at_3": 0.27091,
+    "ndcg_at_5": 0.29291,
+    "precision_at_1": 0.22599,
+    "precision_at_10": 0.04734,
+    "precision_at_100": 0.00758,
+    "precision_at_1000": 0.00103,
+    "precision_at_3": 0.11224,
+    "precision_at_5": 0.07955,
+    "recall_at_1": 0.21043,
+    "recall_at_10": 0.42138,
+    "recall_at_100": 0.65412,
+    "recall_at_1000": 0.85547,
+    "recall_at_3": 0.30354,
+    "recall_at_5": 0.35757
+  }
+}

results/elser-v2/CQADupstackMathematicaRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "90fceea13679c63fe563ded68f3b6f06e50061de",
+  "mteb_dataset_name": "CQADupstackMathematicaRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 482.5,
+    "map_at_1": 0.13818,
+    "map_at_10": 0.19961,
+    "map_at_100": 0.21105,
+    "map_at_1000": 0.21247,
+    "map_at_3": 0.17862,
+    "map_at_5": 0.1906,
+    "mrr_at_1": 0.17289,
+    "mrr_at_10": 0.24009,
+    "mrr_at_100": 0.2505,
+    "mrr_at_1000": 0.25142,
+    "mrr_at_3": 0.21725,
+    "mrr_at_5": 0.23093,
+    "ndcg_at_1": 0.17289,
+    "ndcg_at_10": 0.24282,
+    "ndcg_at_100": 0.30005,
+    "ndcg_at_1000": 0.33265,
+    "ndcg_at_3": 0.20227,
+    "ndcg_at_5": 0.22208,
+    "precision_at_1": 0.17289,
+    "precision_at_10": 0.04502,
+    "precision_at_100": 0.00851,
+    "precision_at_1000": 0.00126,
+    "precision_at_3": 0.09619,
+    "precision_at_5": 0.07139,
+    "recall_at_1": 0.13818,
+    "recall_at_10": 0.33808,
+    "recall_at_100": 0.59248,
+    "recall_at_1000": 0.82191,
+    "recall_at_3": 0.22495,
+    "recall_at_5": 0.27536
+  }
+}

results/elser-v2/CQADupstackPhysicsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4",
+  "mteb_dataset_name": "CQADupstackPhysicsRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 861.27,
+    "map_at_1": 0.24199,
+    "map_at_10": 0.32802,
+    "map_at_100": 0.34101,
+    "map_at_1000": 0.34224,
+    "map_at_3": 0.30166,
+    "map_at_5": 0.31551,
+    "mrr_at_1": 0.28393,
+    "mrr_at_10": 0.37384,
+    "mrr_at_100": 0.38289,
+    "mrr_at_1000": 0.38344,
+    "mrr_at_3": 0.34809,
+    "mrr_at_5": 0.36272,
+    "ndcg_at_1": 0.28393,
+    "ndcg_at_10": 0.38186,
+    "ndcg_at_100": 0.43974,
+    "ndcg_at_1000": 0.46414,
+    "ndcg_at_3": 0.33463,
+    "ndcg_at_5": 0.35596,
+    "precision_at_1": 0.28393,
+    "precision_at_10": 0.06853,
+    "precision_at_100": 0.01144,
+    "precision_at_1000": 0.00154,
+    "precision_at_3": 0.1556,
+    "precision_at_5": 0.11107,
+    "recall_at_1": 0.24199,
+    "recall_at_10": 0.49616,
+    "recall_at_100": 0.74404,
+    "recall_at_1000": 0.90457,
+    "recall_at_3": 0.36737,
+    "recall_at_5": 0.41952
+  }
+}

results/elser-v2/CQADupstackProgrammersRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "6184bc1440d2dbc7612be22b50686b8826d22b32",
+  "mteb_dataset_name": "CQADupstackProgrammersRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 677.11,
+    "map_at_1": 0.21447,
+    "map_at_10": 0.30443,
+    "map_at_100": 0.31608,
+    "map_at_1000": 0.31724,
+    "map_at_3": 0.27561,
+    "map_at_5": 0.29268,
+    "mrr_at_1": 0.26256,
+    "mrr_at_10": 0.34728,
+    "mrr_at_100": 0.35605,
+    "mrr_at_1000": 0.35666,
+    "mrr_at_3": 0.3204,
+    "mrr_at_5": 0.33581,
+    "ndcg_at_1": 0.26256,
+    "ndcg_at_10": 0.3574,
+    "ndcg_at_100": 0.41118,
+    "ndcg_at_1000": 0.43637,
+    "ndcg_at_3": 0.30762,
+    "ndcg_at_5": 0.3316,
+    "precision_at_1": 0.26256,
+    "precision_at_10": 0.06621,
+    "precision_at_100": 0.01095,
+    "precision_at_1000": 0.0015,
+    "precision_at_3": 0.14802,
+    "precision_at_5": 0.10776,
+    "recall_at_1": 0.21447,
+    "recall_at_10": 0.47417,
+    "recall_at_100": 0.70917,
+    "recall_at_1000": 0.88003,
+    "recall_at_3": 0.3321,
+    "recall_at_5": 0.39633
+  }
+}

results/elser-v2/CQADupstackRetrieval.json

@@ -0,0 +1,38 @@
+{
+    "dataset_revision": "160c094312a0e1facb97e55eeddb698c0abe3571",
+    "mteb_dataset_name": "CQADupstackRetrieval",
+    "mteb_version": "1.5.3",
+    "test": {
+        "evaluation_time": 9467.580000000002,
+        "map_at_1": 0.22083083333333334,
+        "map_at_10": 0.2968983333333333,
+        "map_at_100": 0.3083283333333333,
+        "map_at_1000": 0.30958166666666664,
+        "map_at_3": 0.27337333333333336,
+        "map_at_5": 0.2865991666666667,
+        "mrr_at_1": 0.26001833333333335,
+        "mrr_at_10": 0.3333041666666667,
+        "mrr_at_100": 0.34229583333333335,
+        "mrr_at_1000": 0.3429858333333333,
+        "mrr_at_3": 0.3117733333333333,
+        "mrr_at_5": 0.32376666666666665,
+        "ndcg_at_1": 0.26001833333333335,
+        "ndcg_at_10": 0.34269333333333335,
+        "ndcg_at_100": 0.3949808333333333,
+        "ndcg_at_1000": 0.42145083333333333,
+        "ndcg_at_3": 0.3012508333333333,
+        "ndcg_at_5": 0.320745,
+        "precision_at_1": 0.26001833333333335,
+        "precision_at_10": 0.059292500000000005,
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+        "recall_at_1000": 0.8616000000000001,
+        "recall_at_3": 0.32775166666666666,
+        "recall_at_5": 0.3780891666666666
+    }
+}

results/elser-v2/CQADupstackStatsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "65ac3a16b8e91f9cee4c9828cc7c335575432a2a",
+  "mteb_dataset_name": "CQADupstackStatsRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "precision_at_100": 0.00742,
+    "precision_at_1000": 0.00102,
+    "precision_at_3": 0.10941,
+    "precision_at_5": 0.07454,
+    "recall_at_1": 0.20326,
+    "recall_at_10": 0.37173,
+    "recall_at_100": 0.59584,
+    "recall_at_1000": 0.77223,
+    "recall_at_3": 0.28715,
+    "recall_at_5": 0.32303
+  }
+}

results/elser-v2/CQADupstackTexRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "46989137a86843e03a6195de44b09deda022eec7",
+  "mteb_dataset_name": "CQADupstackTexRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "precision_at_100": 0.00759,
+    "precision_at_1000": 0.00121,
+    "precision_at_3": 0.10094,
+    "precision_at_5": 0.07089,
+    "recall_at_1": 0.1546,
+    "recall_at_10": 0.32803,
+    "recall_at_100": 0.53399,
+    "recall_at_1000": 0.77032,
+    "recall_at_3": 0.24335,
+    "recall_at_5": 0.27763
+  }
+}

results/elser-v2/CQADupstackUnixRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "6c6430d3a6d36f8d2a829195bc5dc94d7e063e53",
+  "mteb_dataset_name": "CQADupstackUnixRetrieval",
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+  "test": {
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+    "precision_at_10": 0.05112,
+    "precision_at_100": 0.00878,
+    "precision_at_1000": 0.00127,
+    "precision_at_3": 0.12966,
+    "precision_at_5": 0.08731,
+    "recall_at_1": 0.22455,
+    "recall_at_10": 0.40656,
+    "recall_at_100": 0.65157,
+    "recall_at_1000": 0.86321,
+    "recall_at_3": 0.3157,
+    "recall_at_5": 0.352
+  }
+}

results/elser-v2/CQADupstackWebmastersRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "160c094312a0e1facb97e55eeddb698c0abe3571",
+  "mteb_dataset_name": "CQADupstackWebmastersRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "precision_at_10": 0.05791,
+    "precision_at_100": 0.01328,
+    "precision_at_1000": 0.00228,
+    "precision_at_3": 0.12319,
+    "precision_at_5": 0.08735,
+    "recall_at_1": 0.20366,
+    "recall_at_10": 0.39437,
+    "recall_at_100": 0.66862,
+    "recall_at_1000": 0.88221,
+    "recall_at_3": 0.28975,
+    "recall_at_5": 0.32848
+  }
+}

results/elser-v2/CQADupstackWordpressRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "4ffe81d471b1924886b33c7567bfb200e9eec5c4",
+  "mteb_dataset_name": "CQADupstackWordpressRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "mrr_at_5": 0.22877,
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+    "ndcg_at_1000": 0.34044,
+    "ndcg_at_3": 0.21376,
+    "ndcg_at_5": 0.24157,
+    "precision_at_1": 0.17006,
+    "precision_at_10": 0.04344,
+    "precision_at_100": 0.00721,
+    "precision_at_1000": 0.00108,
+    "precision_at_3": 0.09242,
+    "precision_at_5": 0.07061,
+    "recall_at_1": 0.15564,
+    "recall_at_10": 0.37443,
+    "recall_at_100": 0.59861,
+    "recall_at_1000": 0.82399,
+    "recall_at_3": 0.24566,
+    "recall_at_5": 0.31312
+  }
+}

results/elser-v2/ClimateFEVER.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "47f2ac6acb640fc46020b02a5b59fdda04d39380",
+  "mteb_dataset_name": "ClimateFEVER",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "mrr_at_1000": 0.37104,
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+    "ndcg_at_1": 0.24235,
+    "ndcg_at_10": 0.27082,
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+    "ndcg_at_1000": 0.37799,
+    "ndcg_at_3": 0.21768,
+    "ndcg_at_5": 0.23851,
+    "precision_at_1": 0.24235,
+    "precision_at_10": 0.08528,
+    "precision_at_100": 0.01611,
+    "precision_at_1000": 0.0023,
+    "precision_at_3": 0.162,
+    "precision_at_5": 0.12821,
+    "recall_at_1": 0.10992,
+    "recall_at_10": 0.33031,
+    "recall_at_100": 0.57456,
+    "recall_at_1000": 0.78205,
+    "recall_at_3": 0.20288,
+    "recall_at_5": 0.25817
+  }
+}

results/elser-v2/DBPedia.json

@@ -0,0 +1,71 @@
+{
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+  "dev": {
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+    "mrr_at_100": 0.79734,
+    "mrr_at_1000": 0.79738,
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+    "ndcg_at_1000": 0.62699,
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+    "precision_at_10": 0.38507,
+    "precision_at_100": 0.10925,
+    "precision_at_1000": 0.01764,
+    "precision_at_3": 0.58209,
+    "precision_at_5": 0.51045,
+    "recall_at_1": 0.09026,
+    "recall_at_10": 0.31642,
+    "recall_at_100": 0.6093,
+    "recall_at_1000": 0.83866,
+    "recall_at_3": 0.18903,
+    "recall_at_5": 0.25008
+  },
+  "mteb_dataset_name": "DBPedia",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "mrr_at_5": 0.73871,
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+    "ndcg_at_1000": 0.55428,
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+    "ndcg_at_5": 0.44395,
+    "precision_at_1": 0.6475,
+    "precision_at_10": 0.348,
+    "precision_at_100": 0.11435,
+    "precision_at_1000": 0.02255,
+    "precision_at_3": 0.51333,
+    "precision_at_5": 0.4415,
+    "recall_at_1": 0.07826,
+    "recall_at_10": 0.2653,
+    "recall_at_100": 0.5686,
+    "recall_at_1000": 0.79586,
+    "recall_at_3": 0.15408,
+    "recall_at_5": 0.20047
+  }
+}

results/elser-v2/EmotionClassification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "4f58c6b202a23cf9a4da393831edf4f9183cad37",
+  "mteb_dataset_name": "EmotionClassification",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "accuracy_stderr": 0.025420906750153502,
+    "evaluation_time": 22.53,
+    "f1": 0.4251741119897841,
+    "f1_stderr": 0.02096840700237553,
+    "main_score": 0.4665500000000001
+  }
+}

results/elser-v2/FEVER.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "bea83ef9e8fb933d90a2f1d5515737465d613e12",
+  "mteb_dataset_name": "FEVER",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "mrr_at_100": 0.7809,
+    "mrr_at_1000": 0.78096,
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+    "mrr_at_5": 0.77297,
+    "ndcg_at_1": 0.68137,
+    "ndcg_at_10": 0.78546,
+    "ndcg_at_100": 0.79827,
+    "ndcg_at_1000": 0.80144,
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+    "ndcg_at_5": 0.77038,
+    "precision_at_1": 0.68137,
+    "precision_at_10": 0.09931,
+    "precision_at_100": 0.01077,
+    "precision_at_1000": 0.00112,
+    "precision_at_3": 0.29418,
+    "precision_at_5": 0.18752,
+    "recall_at_1": 0.63043,
+    "recall_at_10": 0.90041,
+    "recall_at_100": 0.95389,
+    "recall_at_1000": 0.9748,
+    "recall_at_3": 0.81026,
+    "recall_at_5": 0.85523
+  }
+}

results/elser-v2/FiQA2018.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "27a168819829fe9bcd655c2df245fb19452e8e06",
+  "mteb_dataset_name": "FiQA2018",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "ndcg_at_1000": 0.51123,
+    "ndcg_at_3": 0.3806,
+    "ndcg_at_5": 0.38891,
+    "precision_at_1": 0.40123,
+    "precision_at_10": 0.11204,
+    "precision_at_100": 0.01816,
+    "precision_at_1000": 0.00236,
+    "precision_at_3": 0.25103,
+    "precision_at_5": 0.18179,
+    "recall_at_1": 0.2128,
+    "recall_at_10": 0.48246,
+    "recall_at_100": 0.7211,
+    "recall_at_1000": 0.90119,
+    "recall_at_3": 0.34835,
+    "recall_at_5": 0.39957
+  }
+}

results/elser-v2/HotpotQA.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "ab518f4d6fcca38d87c25209f94beba119d02014",
+  "mteb_dataset_name": "HotpotQA",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "ndcg_at_10": 0.67009,
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+    "ndcg_at_1000": 0.71388,
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+    "ndcg_at_5": 0.648,
+    "precision_at_1": 0.77866,
+    "precision_at_10": 0.13942,
+    "precision_at_100": 0.01638,
+    "precision_at_1000": 0.0018,
+    "precision_at_3": 0.38906,
+    "precision_at_5": 0.25669,
+    "recall_at_1": 0.38933,
+    "recall_at_10": 0.6971,
+    "recall_at_100": 0.81904,
+    "recall_at_1000": 0.90122,
+    "recall_at_3": 0.58359,
+    "recall_at_5": 0.64173
+  }
+}

results/elser-v2/ImdbClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "3d86128a09e091d6018b6d26cad27f2739fc2db7",
+  "mteb_dataset_name": "ImdbClassification",
+  "mteb_version": "1.5.3",
+  "test": {
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+    "accuracy_stderr": 0.0348143740429151,
+    "ap": 0.5994498455812379,
+    "ap_stderr": 0.028194055619737972,
+    "evaluation_time": 309.18,
+    "f1": 0.6393378240472691,
+    "f1_stderr": 0.04003281265706155,
+    "main_score": 0.65024
+  }
+}

results/elser-v2/MSMARCO.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "c5a29a104738b98a9e76336939199e264163d4a0",
+  "dev": {
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+    "ndcg_at_1000": 0.46161,
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+    "precision_at_1": 0.19885,
+    "precision_at_10": 0.0635,
+    "precision_at_100": 0.00934,
+    "precision_at_1000": 0.00104,
+    "precision_at_3": 0.13629,
+    "precision_at_5": 0.10152,
+    "recall_at_1": 0.19253,
+    "recall_at_10": 0.60697,
+    "recall_at_100": 0.88366,
+    "recall_at_1000": 0.98023,
+    "recall_at_3": 0.39306,
+    "recall_at_5": 0.48677
+  },
+  "mteb_dataset_name": "MSMARCO",
+  "mteb_version": "1.5.3"
+}

results/elser-v2/MTOPDomainClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
+  "mteb_dataset_name": "MTOPDomainClassification",
+  "mteb_version": "1.5.3",
+  "test": {
+    "en": {
+      "accuracy": 0.9317373461012313,
+      "accuracy_stderr": 0.006414978980953951,
+      "f1": 0.9267505727841747,
+      "f1_stderr": 0.006576990419723237,
+      "main_score": 0.9317373461012313
+    },
+    "evaluation_time": 19.87
+  }
+}

results/elser-v2/MTOPIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
+  "mteb_version": "1.5.3",
+  "test": {
+    "en": {
+      "accuracy": 0.7109895120839033,
+      "accuracy_stderr": 0.014909825622701652,
+      "f1": 0.5477039364549487,
+      "f1_stderr": 0.013278335972308866,
+      "main_score": 0.7109895120839033
+    },
+    "evaluation_time": 261.06
+  }
+}

results/elser-v2/MassiveIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.5.3",
+  "test": {
+    "en": {
+      "accuracy": 0.6847679892400806,
+      "accuracy_stderr": 0.013144008110890993,
+      "f1": 0.6673887244645382,
+      "f1_stderr": 0.009403056053762755,
+      "main_score": 0.6847679892400806
+    },
+    "evaluation_time": 95.9
+  }
+}

results/elser-v2/MassiveScenarioClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "7d571f92784cd94a019292a1f45445077d0ef634",
+  "mteb_dataset_name": "MassiveScenarioClassification",
+  "mteb_version": "1.5.3",
+  "test": {
+    "en": {
+      "accuracy": 0.7497982515131136,
+      "accuracy_stderr": 0.013524047462111347,
+      "f1": 0.7572986791947061,
+      "f1_stderr": 0.009082809686004552,
+      "main_score": 0.7497982515131136
+    },
+    "evaluation_time": 21.74
+  }
+}

results/elser-v2/MedrxivClusteringP2P.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "e7a26af6f3ae46b30dde8737f02c07b1505bcc73",
+  "mteb_dataset_name": "MedrxivClusteringP2P",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 434.17,
+    "main_score": 0.24649746756362023,
+    "v_measure": 0.24649746756362023,
+    "v_measure_std": 0.023952826239748322
+  }
+}

results/elser-v2/MedrxivClusteringS2S.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "35191c8c0dca72d8ff3efcd72aa802307d469663",
+  "mteb_dataset_name": "MedrxivClusteringS2S",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 90.76,
+    "main_score": 0.2420696859244734,
+    "v_measure": 0.2420696859244734,
+    "v_measure_std": 0.016501482647801644
+  }
+}

results/elser-v2/MindSmallReranking.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "3bdac13927fdc888b903db93b2ffdbd90b295a69",
+  "mteb_dataset_name": "MindSmallReranking",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 6075.22,
+    "map": 0.30749499201946967,
+    "mrr": 0.3176936980963032
+  }
+}

results/elser-v2/NFCorpus.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "ec0fa4fe99da2ff19ca1214b7966684033a58814",
+  "mteb_dataset_name": "NFCorpus",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 32.73,
+    "map_at_1": 0.06429,
+    "map_at_10": 0.14398,
+    "map_at_100": 0.17968,
+    "map_at_1000": 0.1949,
+    "map_at_3": 0.10726,
+    "map_at_5": 0.12473,
+    "mrr_at_1": 0.49845,
+    "mrr_at_10": 0.58096,
+    "mrr_at_100": 0.58586,
+    "mrr_at_1000": 0.58631,
+    "mrr_at_3": 0.56347,
+    "mrr_at_5": 0.57477,
+    "ndcg_at_1": 0.47988,
+    "ndcg_at_10": 0.3666,
+    "ndcg_at_100": 0.33546,
+    "ndcg_at_1000": 0.42317,
+    "ndcg_at_3": 0.42731,
+    "ndcg_at_5": 0.40382,
+    "precision_at_1": 0.49845,
+    "precision_at_10": 0.2678,
+    "precision_at_100": 0.08554,
+    "precision_at_1000": 0.02144,
+    "precision_at_3": 0.39938,
+    "precision_at_5": 0.34861,
+    "recall_at_1": 0.06429,
+    "recall_at_10": 0.17703,
+    "recall_at_100": 0.32124,
+    "recall_at_1000": 0.6471,
+    "recall_at_3": 0.11539,
+    "recall_at_5": 0.14156
+  }
+}

results/elser-v2/NQ.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "b774495ed302d8c44a3a7ea25c90dbce03968f31",
+  "mteb_dataset_name": "NQ",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 8564.05,
+    "map_at_1": 0.30965,
+    "map_at_10": 0.4759,
+    "map_at_100": 0.48555,
+    "map_at_1000": 0.48581,
+    "map_at_3": 0.42898,
+    "map_at_5": 0.45663,
+    "mrr_at_1": 0.34386,
+    "mrr_at_10": 0.49756,
+    "mrr_at_100": 0.50475,
+    "mrr_at_1000": 0.50493,
+    "mrr_at_3": 0.45964,
+    "mrr_at_5": 0.48259,
+    "ndcg_at_1": 0.34357,
+    "ndcg_at_10": 0.55843,
+    "ndcg_at_100": 0.59715,
+    "ndcg_at_1000": 0.60281,
+    "ndcg_at_3": 0.47121,
+    "ndcg_at_5": 0.51697,
+    "precision_at_1": 0.34357,
+    "precision_at_10": 0.09354,
+    "precision_at_100": 0.01153,
+    "precision_at_1000": 0.00121,
+    "precision_at_3": 0.2163,
+    "precision_at_5": 0.15655,
+    "recall_at_1": 0.30965,
+    "recall_at_10": 0.78672,
+    "recall_at_100": 0.94976,
+    "recall_at_1000": 0.99131,
+    "recall_at_3": 0.56185,
+    "recall_at_5": 0.66676
+  }
+}

results/elser-v2/QuoraRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "e4e08e0b7dbe3c8700f0daef558ff32256715259",
+  "mteb_dataset_name": "QuoraRetrieval",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 1134.67,
+    "map_at_1": 0.66443,
+    "map_at_10": 0.80377,
+    "map_at_100": 0.81083,
+    "map_at_1000": 0.81107,
+    "map_at_3": 0.77306,
+    "map_at_5": 0.79255,
+    "mrr_at_1": 0.7645,
+    "mrr_at_10": 0.83709,
+    "mrr_at_100": 0.8387,
+    "mrr_at_1000": 0.83872,
+    "mrr_at_3": 0.82463,
+    "mrr_at_5": 0.83309,
+    "ndcg_at_1": 0.7645,
+    "ndcg_at_10": 0.84692,
+    "ndcg_at_100": 0.86308,
+    "ndcg_at_1000": 0.865,
+    "ndcg_at_3": 0.8135,
+    "ndcg_at_5": 0.83225,
+    "precision_at_1": 0.7645,
+    "precision_at_10": 0.12946,
+    "precision_at_100": 0.01505,
+    "precision_at_1000": 0.00156,
+    "precision_at_3": 0.35623,
+    "precision_at_5": 0.2361,
+    "recall_at_1": 0.66443,
+    "recall_at_10": 0.93221,
+    "recall_at_100": 0.98992,
+    "recall_at_1000": 0.99939,
+    "recall_at_3": 0.83805,
+    "recall_at_5": 0.88925
+  }
+}

results/elser-v2/RedditClustering.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "24640382cdbf8abc73003fb0fa6d111a705499eb",
+  "mteb_dataset_name": "RedditClustering",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 472.33,
+    "main_score": 0.38744582838564057,
+    "v_measure": 0.38744582838564057,
+    "v_measure_std": 0.09374959400487805
+  }
+}

results/elser-v2/RedditClusteringP2P.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "385e3cb46b4cfa89021f56c4380204149d0efe33",
+  "mteb_dataset_name": "RedditClusteringP2P",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 4128.23,
+    "main_score": 0.5192327582665935,
+    "v_measure": 0.5192327582665935,
+    "v_measure_std": 0.14323678624866268
+  }
+}

results/elser-v2/SCIDOCS.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": "f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88",
+  "mteb_dataset_name": "SCIDOCS",
+  "mteb_version": "1.5.3",
+  "test": {
+    "evaluation_time": 147.32,
+    "map_at_1": 0.03835,
+    "map_at_10": 0.09392,
+    "map_at_100": 0.11173,
+    "map_at_1000": 0.11434,
+    "map_at_3": 0.06708,
+    "map_at_5": 0.0798,
+    "mrr_at_1": 0.189,
+    "mrr_at_10": 0.28303,
+    "mrr_at_100": 0.29455,
+    "mrr_at_1000": 0.29527,
+    "mrr_at_3": 0.25083,
+    "mrr_at_5": 0.26888,
+    "ndcg_at_1": 0.189,
+    "ndcg_at_10": 0.16236,
+    "ndcg_at_100": 0.23687,
+    "ndcg_at_1000": 0.28612,
+    "ndcg_at_3": 0.15149,
+    "ndcg_at_5": 0.13304,
+    "precision_at_1": 0.189,
+    "precision_at_10": 0.0847,
+    "precision_at_100": 0.01935,
+    "precision_at_1000": 0.00312,
+    "precision_at_3": 0.14033,
+    "precision_at_5": 0.1164,
+    "recall_at_1": 0.03835,
+    "recall_at_10": 0.17195,
+    "recall_at_100": 0.39268,
+    "recall_at_1000": 0.63332,
+    "recall_at_3": 0.08548,
+    "recall_at_5": 0.11827
+  }
+}

results/elser-v2/SICK-R.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "20a6d6f312dd54037fe07a32d58e5e168867909d",
+  "mteb_dataset_name": "SICK-R",
+  "mteb_version": "1.5.3",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.7619261942407961,
+      "spearman": 0.6878395208776064
+    },
+    "euclidean": {
+      "pearson": 0.7141141676389798,
+      "spearman": 0.6849435934785387
+    },
+    "evaluation_time": 14.91,
+    "manhattan": {
+      "pearson": 0.689500431348091,
+      "spearman": 0.6604762781713531
+    }
+  }
+}

results/elser-v2/STS12.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "a0d554a64d88156834ff5ae9920b964011b16384",
+  "mteb_dataset_name": "STS12",
+  "mteb_version": "1.5.3",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.7139371205000541,
+      "spearman": 0.64808769881821
+    },
+    "euclidean": {
+      "pearson": 0.6252209548557807,
+      "spearman": 0.6445984798333649
+    },
+    "evaluation_time": 5.15,
+    "manhattan": {
+      "pearson": 0.3877387318053976,
+      "spearman": 0.45403276532336784
+    }
+  }
+}

results/elser-v2/STS13.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "7e90230a92c190f1bf69ae9002b8cea547a64cca",
+  "mteb_dataset_name": "STS13",
+  "mteb_version": "1.5.3",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.8009532281726064,
+      "spearman": 0.8010145717978692
+    },
+    "euclidean": {
+      "pearson": 0.7410005854241245,
+      "spearman": 0.7512519770078347
+    },
+    "evaluation_time": 2.41,
+    "manhattan": {
+      "pearson": 0.6076525914944396,
+      "spearman": 0.6667934392136398
+    }
+  }
+}