LLM2Vec Llama-3 results

results.py

@@ -47,6 +47,8 @@ MODELS = [
     "LASER2",
     "LLM2Vec-Llama-supervised",
     "LLM2Vec-Llama-unsupervised",
+    "LLM2Vec-Meta-Llama-3-supervised",
+    "LLM2Vec-Meta-Llama-3-unsupervised",
     "LLM2Vec-Mistral-supervised",
     "LLM2Vec-Mistral-unsupervised",
     "LLM2Vec-Sheared-Llama-supervised",

results/LLM2Vec-Meta-Llama-3-supervised/AmazonCounterfactualClassification.json

@@ -0,0 +1,17 @@
+{
+  "dataset_revision": "e8379541af4e31359cca9fbcf4b00f2671dba205",
+  "mteb_dataset_name": "AmazonCounterfactualClassification",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.7994029850746268,
+      "accuracy_stderr": 0.03104477611940299,
+      "ap": 0.44932235067644816,
+      "ap_stderr": 0.04491688372156205,
+      "f1": 0.7430328994013464,
+      "f1_stderr": 0.032082366983452106,
+      "main_score": 0.7994029850746268
+    },
+    "evaluation_time": 27.95
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/AmazonPolarityClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "e2d317d38cd51312af73b3d32a06d1a08b442046",
+  "mteb_dataset_name": "AmazonPolarityClassification",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "accuracy": 0.8606680000000001,
+    "accuracy_stderr": 0.03145124712948596,
+    "ap": 0.8197124658709345,
+    "ap_stderr": 0.03916775106674585,
+    "evaluation_time": 4490.66,
+    "f1": 0.8600558036874242,
+    "f1_stderr": 0.0319835883892589,
+    "main_score": 0.8606680000000001
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/AmazonReviewsClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.46836,
+      "accuracy_stderr": 0.02065909968996713,
+      "f1": 0.4605094679201488,
+      "f1_stderr": 0.018451756039750338,
+      "main_score": 0.46836
+    },
+    "evaluation_time": 201.98
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/ArguAna.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "ArguAna",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 116.96,
+    "map_at_1": 0.3798,
+    "map_at_10": 0.54167,
+    "map_at_100": 0.54735,
+    "map_at_1000": 0.54738,
+    "map_at_3": 0.49384,
+    "map_at_5": 0.52285,
+    "mrr_at_1": 0.38549,
+    "mrr_at_10": 0.54351,
+    "mrr_at_100": 0.54932,
+    "mrr_at_1000": 0.54935,
+    "mrr_at_3": 0.49585,
+    "mrr_at_5": 0.52469,
+    "ndcg_at_1": 0.3798,
+    "ndcg_at_10": 0.62779,
+    "ndcg_at_100": 0.64986,
+    "ndcg_at_1000": 0.65036,
+    "ndcg_at_3": 0.53087,
+    "ndcg_at_5": 0.58263,
+    "precision_at_1": 0.3798,
+    "precision_at_10": 0.09011,
+    "precision_at_100": 0.00993,
+    "precision_at_1000": 0.001,
+    "precision_at_3": 0.21266,
+    "precision_at_5": 0.15249,
+    "recall_at_1": 0.3798,
+    "recall_at_10": 0.90114,
+    "recall_at_100": 0.99289,
+    "recall_at_1000": 0.99644,
+    "recall_at_3": 0.63798,
+    "recall_at_5": 0.76245
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/ArxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "a122ad7f3f0291bf49cc6f4d32aa80929df69d5d",
+  "mteb_dataset_name": "ArxivClusteringP2P",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 9729.01,
+    "v_measure": 0.4427081216556421,
+    "v_measure_std": 0.13103084618672317
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/ArxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "f910caf1a6075f7329cdf8c1a6135696f37dbd53",
+  "mteb_dataset_name": "ArxivClusteringS2S",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 2133.05,
+    "v_measure": 0.46849087253291305,
+    "v_measure_std": 0.1400029461846911
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/AskUbuntuDupQuestions.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "2000358ca161889fa9c082cb41daa8dcfb161a54",
+  "mteb_dataset_name": "AskUbuntuDupQuestions",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 20.42,
+    "map": 0.6518525400430678,
+    "mrr": 0.7880149936244119
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/BIOSSES.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "d3fb88f8f02e40887cd149695127462bbcf29b4a",
+  "mteb_dataset_name": "BIOSSES",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "cos_sim": {
+      "spearman": 0.8492301936595549
+    },
+    "evaluation_time": 5.0
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/Banking77Classification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "0fd18e25b25c072e09e0d92ab615fda904d66300",
+  "mteb_dataset_name": "Banking77Classification",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "accuracy": 0.880487012987013,
+    "accuracy_stderr": 0.006288065058972123,
+    "evaluation_time": 111.06,
+    "f1": 0.8800953788281543,
+    "f1_stderr": 0.006681004364070169,
+    "main_score": 0.880487012987013
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/BiorxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "65b79d1d13f80053f67aca9498d9402c2d9f1f40",
+  "mteb_dataset_name": "BiorxivClusteringP2P",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 1233.12,
+    "v_measure": 0.3234687321141145,
+    "v_measure_std": 0.013175955501783744
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/BiorxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "258694dd0231531bc1fd9de6ceb52a0853c6d908",
+  "mteb_dataset_name": "BiorxivClusteringS2S",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 237.02,
+    "v_measure": 0.3669881680534123,
+    "v_measure_std": 0.009308726896977005
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackAndroidRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackAndroidRetrieval",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 175.35,
+    "map_at_1": 0.37742,
+    "map_at_10": 0.51803,
+    "map_at_100": 0.53556,
+    "map_at_1000": 0.53652,
+    "map_at_3": 0.47286,
+    "map_at_5": 0.50126,
+    "mrr_at_1": 0.46924,
+    "mrr_at_10": 0.57857,
+    "mrr_at_100": 0.58592,
+    "mrr_at_1000": 0.58619,
+    "mrr_at_3": 0.55341,
+    "mrr_at_5": 0.57151,
+    "ndcg_at_1": 0.46924,
+    "ndcg_at_10": 0.58734,
+    "ndcg_at_100": 0.63771,
+    "ndcg_at_1000": 0.64934,
+    "ndcg_at_3": 0.53189,
+    "ndcg_at_5": 0.56381,
+    "precision_at_1": 0.46924,
+    "precision_at_10": 0.11431,
+    "precision_at_100": 0.0173,
+    "precision_at_1000": 0.00213,
+    "precision_at_3": 0.25942,
+    "precision_at_5": 0.19113,
+    "recall_at_1": 0.37742,
+    "recall_at_10": 0.7134,
+    "recall_at_100": 0.91523,
+    "recall_at_1000": 0.98494,
+    "recall_at_3": 0.55443,
+    "recall_at_5": 0.64122
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackEnglishRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackEnglishRetrieval",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 269.61,
+    "map_at_1": 0.34183,
+    "map_at_10": 0.46837,
+    "map_at_100": 0.48126,
+    "map_at_1000": 0.4825,
+    "map_at_3": 0.43171,
+    "map_at_5": 0.45319,
+    "mrr_at_1": 0.43376,
+    "mrr_at_10": 0.52859,
+    "mrr_at_100": 0.53422,
+    "mrr_at_1000": 0.53456,
+    "mrr_at_3": 0.50435,
+    "mrr_at_5": 0.51862,
+    "ndcg_at_1": 0.43376,
+    "ndcg_at_10": 0.53223,
+    "ndcg_at_100": 0.57175,
+    "ndcg_at_1000": 0.58869,
+    "ndcg_at_3": 0.48417,
+    "ndcg_at_5": 0.5077,
+    "precision_at_1": 0.43376,
+    "precision_at_10": 0.10236,
+    "precision_at_100": 0.01573,
+    "precision_at_1000": 0.00203,
+    "precision_at_3": 0.2397,
+    "precision_at_5": 0.17134,
+    "recall_at_1": 0.34183,
+    "recall_at_10": 0.64866,
+    "recall_at_100": 0.81261,
+    "recall_at_1000": 0.91412,
+    "recall_at_3": 0.5008,
+    "recall_at_5": 0.56871
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackGamingRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackGamingRetrieval",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 293.07,
+    "map_at_1": 0.44878,
+    "map_at_10": 0.58656,
+    "map_at_100": 0.59668,
+    "map_at_1000": 0.59704,
+    "map_at_3": 0.54891,
+    "map_at_5": 0.57051,
+    "mrr_at_1": 0.51975,
+    "mrr_at_10": 0.62357,
+    "mrr_at_100": 0.62908,
+    "mrr_at_1000": 0.62925,
+    "mrr_at_3": 0.59801,
+    "mrr_at_5": 0.61278,
+    "ndcg_at_1": 0.51975,
+    "ndcg_at_10": 0.64951,
+    "ndcg_at_100": 0.68414,
+    "ndcg_at_1000": 0.69077,
+    "ndcg_at_3": 0.58898,
+    "ndcg_at_5": 0.61866,
+    "precision_at_1": 0.51975,
+    "precision_at_10": 0.10502,
+    "precision_at_100": 0.0131,
+    "precision_at_1000": 0.00139,
+    "precision_at_3": 0.2629,
+    "precision_at_5": 0.18094,
+    "recall_at_1": 0.44878,
+    "recall_at_10": 0.79746,
+    "recall_at_100": 0.9417,
+    "recall_at_1000": 0.98805,
+    "recall_at_3": 0.63701,
+    "recall_at_5": 0.70878
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackGisRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackGisRetrieval",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 407.12,
+    "map_at_1": 0.28807,
+    "map_at_10": 0.39431,
+    "map_at_100": 0.4056,
+    "map_at_1000": 0.40618,
+    "map_at_3": 0.36436,
+    "map_at_5": 0.37955,
+    "mrr_at_1": 0.31186,
+    "mrr_at_10": 0.41654,
+    "mrr_at_100": 0.4258,
+    "mrr_at_1000": 0.42623,
+    "mrr_at_3": 0.38983,
+    "mrr_at_5": 0.4035,
+    "ndcg_at_1": 0.31186,
+    "ndcg_at_10": 0.45297,
+    "ndcg_at_100": 0.50515,
+    "ndcg_at_1000": 0.52005,
+    "ndcg_at_3": 0.39602,
+    "ndcg_at_5": 0.42027,
+    "precision_at_1": 0.31186,
+    "precision_at_10": 0.07073,
+    "precision_at_100": 0.01021,
+    "precision_at_1000": 0.00119,
+    "precision_at_3": 0.171,
+    "precision_at_5": 0.11729,
+    "recall_at_1": 0.28807,
+    "recall_at_10": 0.61139,
+    "recall_at_100": 0.84491,
+    "recall_at_1000": 0.95651,
+    "recall_at_3": 0.45652,
+    "recall_at_5": 0.51522
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackMathematicaRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackMathematicaRetrieval",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 243.02,
+    "map_at_1": 0.20607,
+    "map_at_10": 0.31944,
+    "map_at_100": 0.33317,
+    "map_at_1000": 0.33428,
+    "map_at_3": 0.28508,
+    "map_at_5": 0.30349,
+    "mrr_at_1": 0.25622,
+    "mrr_at_10": 0.36726,
+    "mrr_at_100": 0.37707,
+    "mrr_at_1000": 0.37761,
+    "mrr_at_3": 0.33934,
+    "mrr_at_5": 0.35452,
+    "ndcg_at_1": 0.25622,
+    "ndcg_at_10": 0.38462,
+    "ndcg_at_100": 0.44327,
+    "ndcg_at_1000": 0.46623,
+    "ndcg_at_3": 0.32583,
+    "ndcg_at_5": 0.35175,
+    "precision_at_1": 0.25622,
+    "precision_at_10": 0.07425,
+    "precision_at_100": 0.01173,
+    "precision_at_1000": 0.00149,
+    "precision_at_3": 0.16418,
+    "precision_at_5": 0.11866,
+    "recall_at_1": 0.20607,
+    "recall_at_10": 0.53337,
+    "recall_at_100": 0.78133,
+    "recall_at_1000": 0.94151,
+    "recall_at_3": 0.37088,
+    "recall_at_5": 0.43627
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackPhysicsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackPhysicsRetrieval",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 413.31,
+    "map_at_1": 0.33814,
+    "map_at_10": 0.47609,
+    "map_at_100": 0.48972,
+    "map_at_1000": 0.49061,
+    "map_at_3": 0.43398,
+    "map_at_5": 0.45839,
+    "mrr_at_1": 0.4206,
+    "mrr_at_10": 0.53074,
+    "mrr_at_100": 0.53768,
+    "mrr_at_1000": 0.53794,
+    "mrr_at_3": 0.50241,
+    "mrr_at_5": 0.51805,
+    "ndcg_at_1": 0.4206,
+    "ndcg_at_10": 0.54419,
+    "ndcg_at_100": 0.59508,
+    "ndcg_at_1000": 0.60858,
+    "ndcg_at_3": 0.48296,
+    "ndcg_at_5": 0.5128,
+    "precision_at_1": 0.4206,
+    "precision_at_10": 0.10231,
+    "precision_at_100": 0.01479,
+    "precision_at_1000": 0.00177,
+    "precision_at_3": 0.2342,
+    "precision_at_5": 0.16843,
+    "recall_at_1": 0.33814,
+    "recall_at_10": 0.6888,
+    "recall_at_100": 0.89794,
+    "recall_at_1000": 0.98058,
+    "recall_at_3": 0.51915,
+    "recall_at_5": 0.59704
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackProgrammersRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackProgrammersRetrieval",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
+    "evaluation_time": 348.89,
+    "map_at_1": 0.29668,
+    "map_at_10": 0.43032,
+    "map_at_100": 0.4448,
+    "map_at_1000": 0.44574,
+    "map_at_3": 0.38609,
+    "map_at_5": 0.41164,
+    "mrr_at_1": 0.37785,
+    "mrr_at_10": 0.48898,
+    "mrr_at_100": 0.49728,
+    "mrr_at_1000": 0.49769,
+    "mrr_at_3": 0.45909,
+    "mrr_at_5": 0.4761,
+    "ndcg_at_1": 0.37785,
+    "ndcg_at_10": 0.50211,
+    "ndcg_at_100": 0.55658,
+    "ndcg_at_1000": 0.57172,
+    "ndcg_at_3": 0.43726,
+    "ndcg_at_5": 0.46758,
+    "precision_at_1": 0.37785,
+    "precision_at_10": 0.09669,
+    "precision_at_100": 0.01441,
+    "precision_at_1000": 0.00174,
+    "precision_at_3": 0.21651,
+    "precision_at_5": 0.15822,
+    "recall_at_1": 0.29668,
+    "recall_at_10": 0.65575,
+    "recall_at_100": 0.87977,
+    "recall_at_1000": 0.97615,
+    "recall_at_3": 0.47251,
+    "recall_at_5": 0.55359
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackRetrieval.json

@@ -0,0 +1,38 @@
+{
+    "dataset_revision": null,
+    "mteb_dataset_name": "CQADupstackRetrieval",
+    "mteb_version": "1.0.1.dev0",
+    "test": {
+        "evaluation_time": 4822.34,
+        "map_at_1": 0.3029925,
+        "map_at_10": 0.4198708333333333,
+        "map_at_100": 0.43306916666666667,
+        "map_at_1000": 0.4340716666666667,
+        "map_at_3": 0.38431666666666664,
+        "map_at_5": 0.404195,
+        "mrr_at_1": 0.3624483333333334,
+        "mrr_at_10": 0.4632666666666667,
+        "mrr_at_100": 0.4713983333333333,
+        "mrr_at_1000": 0.47180583333333337,
+        "mrr_at_3": 0.43667999999999996,
+        "mrr_at_5": 0.45163666666666663,
+        "ndcg_at_1": 0.3624483333333334,
+        "ndcg_at_10": 0.48251916666666667,
+        "ndcg_at_100": 0.533555,
+        "ndcg_at_1000": 0.5502425,
+        "ndcg_at_3": 0.42599583333333335,
+        "ndcg_at_5": 0.45241666666666663,
+        "precision_at_1": 0.3624483333333334,
+        "precision_at_10": 0.08666833333333333,
+        "precision_at_100": 0.013214166666666666,
+        "precision_at_1000": 0.0016475,
+        "precision_at_3": 0.199955,
+        "precision_at_5": 0.14271999999999999,
+        "recall_at_1": 0.3029925,
+        "recall_at_10": 0.6223233333333335,
+        "recall_at_100": 0.84151,
+        "recall_at_1000": 0.9537333333333333,
+        "recall_at_3": 0.4645541666666667,
+        "recall_at_5": 0.53264
+    }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackStatsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackStatsRetrieval",
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+    "recall_at_3": 0.42255,
+    "recall_at_5": 0.47776
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackTexRetrieval.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "CQADupstackTexRetrieval",
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+    "recall_at_100": 0.7262,
+    "recall_at_1000": 0.89778,
+    "recall_at_3": 0.33031,
+    "recall_at_5": 0.39306
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackUnixRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.96706,
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+    "recall_at_5": 0.55214
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackWebmastersRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_100": 0.85922,
+    "recall_at_1000": 0.9715,
+    "recall_at_3": 0.45076,
+    "recall_at_5": 0.51271
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/CQADupstackWordpressRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.94464,
+    "recall_at_3": 0.37036,
+    "recall_at_5": 0.43518
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/ClimateFEVER.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.84283,
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+    "recall_at_5": 0.31642
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/DBPedia.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_5": 0.21258
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/EmotionClassification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "4f58c6b202a23cf9a4da393831edf4f9183cad37",
+  "mteb_dataset_name": "EmotionClassification",
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+}

results/LLM2Vec-Meta-Llama-3-supervised/FEVER.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.98485,
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+    "recall_at_5": 0.93661
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/FiQA2018.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.97409,
+    "recall_at_3": 0.45472,
+    "recall_at_5": 0.53344
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/HotpotQA.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_3": 0.65186,
+    "recall_at_5": 0.7133
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/ImdbClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "3d86128a09e091d6018b6d26cad27f2739fc2db7",
+  "mteb_dataset_name": "ImdbClassification",
+  "mteb_version": "1.0.1.dev0",
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+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/MSMARCO.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1": 0.22834,
+    "recall_at_10": 0.6604,
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+    "recall_at_1000": 0.99068,
+    "recall_at_3": 0.42936,
+    "recall_at_5": 0.53539
+  },
+  "mteb_dataset_name": "MSMARCO",
+  "mteb_version": "1.0.1.dev0"
+}

results/LLM2Vec-Meta-Llama-3-supervised/MTOPDomainClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
+  "mteb_dataset_name": "MTOPDomainClassification",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
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+      "main_score": 0.961377108983128
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+    "evaluation_time": 109.99
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/MTOPIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
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+      "f1_stderr": 0.018523547544175897,
+      "main_score": 0.8610579115367077
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+    "evaluation_time": 143.24
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/MassiveIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
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+      "f1_stderr": 0.00829015610171713,
+      "main_score": 0.7980497646267652
+    },
+    "evaluation_time": 93.31
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/MassiveScenarioClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "7d571f92784cd94a019292a1f45445077d0ef634",
+  "mteb_dataset_name": "MassiveScenarioClassification",
+  "mteb_version": "1.0.1.dev0",
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+    "evaluation_time": 73.94
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/MedrxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "e7a26af6f3ae46b30dde8737f02c07b1505bcc73",
+  "mteb_dataset_name": "MedrxivClusteringP2P",
+  "mteb_version": "1.0.1.dev0",
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+    "v_measure": 0.3070910667876702,
+    "v_measure_std": 0.015477802466422172
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/MedrxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "35191c8c0dca72d8ff3efcd72aa802307d469663",
+  "mteb_dataset_name": "MedrxivClusteringS2S",
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+    "v_measure": 0.32958791283995853,
+    "v_measure_std": 0.008711470041021305
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/MindSmallReranking.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "3bdac13927fdc888b903db93b2ffdbd90b295a69",
+  "mteb_dataset_name": "MindSmallReranking",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
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+    "map": 0.3267476691128679,
+    "mrr": 0.33921654478513985
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/NFCorpus.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "NFCorpus",
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+    "precision_at_10": 0.313,
+    "precision_at_100": 0.10254,
+    "precision_at_1000": 0.02338,
+    "precision_at_3": 0.43756,
+    "precision_at_5": 0.38824,
+    "recall_at_1": 0.07223,
+    "recall_at_10": 0.20529,
+    "recall_at_100": 0.39818,
+    "recall_at_1000": 0.70152,
+    "recall_at_3": 0.12666,
+    "recall_at_5": 0.15798
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/NQ.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "NQ",
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+    "precision_at_1": 0.43772,
+    "precision_at_10": 0.10272,
+    "precision_at_100": 0.01193,
+    "precision_at_1000": 0.00121,
+    "precision_at_3": 0.25261,
+    "precision_at_5": 0.17885,
+    "recall_at_1": 0.38847,
+    "recall_at_10": 0.85767,
+    "recall_at_100": 0.98054,
+    "recall_at_1000": 0.99812,
+    "recall_at_3": 0.6482,
+    "recall_at_5": 0.75381
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/QuoraRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "mrr_at_1000": 0.86064,
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+    "ndcg_at_100": 0.88465,
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+    "ndcg_at_5": 0.85699,
+    "precision_at_1": 0.7918,
+    "precision_at_10": 0.13401,
+    "precision_at_100": 0.0154,
+    "precision_at_1000": 0.00157,
+    "precision_at_3": 0.36903,
+    "precision_at_5": 0.24404,
+    "recall_at_1": 0.6877,
+    "recall_at_10": 0.95132,
+    "recall_at_100": 0.99582,
+    "recall_at_1000": 0.99997,
+    "recall_at_3": 0.86119,
+    "recall_at_5": 0.90932
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/RedditClustering.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "24640382cdbf8abc73003fb0fa6d111a705499eb",
+  "mteb_dataset_name": "RedditClustering",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
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+    "v_measure": 0.617204049654583,
+    "v_measure_std": 0.045040758761084654
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/RedditClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "282350215ef01743dc01b456c7f5241fa8937f16",
+  "mteb_dataset_name": "RedditClusteringP2P",
+  "mteb_version": "1.0.1.dev0",
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+    "v_measure": 0.6398164986883849,
+    "v_measure_std": 0.13051299396145344
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/SCIDOCS.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "SCIDOCS",
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+    "map_at_5": 0.11745,
+    "mrr_at_1": 0.268,
+    "mrr_at_10": 0.37777,
+    "mrr_at_100": 0.38928,
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+    "ndcg_at_1000": 0.37972,
+    "ndcg_at_3": 0.21292,
+    "ndcg_at_5": 0.18946,
+    "precision_at_1": 0.268,
+    "precision_at_10": 0.1206,
+    "precision_at_100": 0.02593,
+    "precision_at_1000": 0.00388,
+    "precision_at_3": 0.199,
+    "precision_at_5": 0.1684,
+    "recall_at_1": 0.05443,
+    "recall_at_10": 0.24445,
+    "recall_at_100": 0.52602,
+    "recall_at_1000": 0.78767,
+    "recall_at_3": 0.12098,
+    "recall_at_5": 0.17077
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/SICK-R.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "a6ea5a8cab320b040a23452cc28066d9beae2cee",
+  "mteb_dataset_name": "SICK-R",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
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+    "evaluation_time": 46.06
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/STS12.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "a0d554a64d88156834ff5ae9920b964011b16384",
+  "mteb_dataset_name": "STS12",
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+}

results/LLM2Vec-Meta-Llama-3-supervised/STS13.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "7e90230a92c190f1bf69ae9002b8cea547a64cca",
+  "mteb_dataset_name": "STS13",
+  "mteb_version": "1.0.1.dev0",
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+    "evaluation_time": 12.39
+  }
+}

results/LLM2Vec-Meta-Llama-3-supervised/STS14.json

@@ -0,0 +1,11 @@
+{
+  "dataset_revision": "6031580fec1f6af667f0bd2da0a551cf4f0b2375",
+  "mteb_dataset_name": "STS14",
+  "mteb_version": "1.0.1.dev0",
+  "test": {
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+  }
+}