Add Nomic matryoshka model

results.py

@@ -83,6 +83,10 @@ MODELS = [
     "multilingual-e5-small",
     "nb-bert-base",
     "nb-bert-large",
+    "nomic-embed-text-v1.5-64",
+    "nomic-embed-text-v1.5-128",
+    "nomic-embed-text-v1.5-256",
+    "nomic-embed-text-v1.5-512",
     "norbert3-base",
     "norbert3-large",
     "paraphrase-multilingual-MiniLM-L12-v2",

results/nomic-embed-text-v1.5-128/AmazonCounterfactualClassification.json

@@ -0,0 +1,17 @@
+{
+  "dataset_revision": "e8379541af4e31359cca9fbcf4b00f2671dba205",
+  "mteb_dataset_name": "AmazonCounterfactualClassification",
+  "mteb_version": "1.1.1",
+  "test": {
+    "en": {
+      "accuracy": 0.6977611940298507,
+      "accuracy_stderr": 0.034478904156180684,
+      "ap": 0.32113593731103957,
+      "ap_stderr": 0.025319258678240086,
+      "f1": 0.6364102004507142,
+      "f1_stderr": 0.028493286525058597,
+      "main_score": 0.6977611940298507
+    },
+    "evaluation_time": 13.13
+  }
+}

results/nomic-embed-text-v1.5-128/AmazonPolarityClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "e2d317d38cd51312af73b3d32a06d1a08b442046",
+  "mteb_dataset_name": "AmazonPolarityClassification",
+  "mteb_version": "1.1.1",
+  "test": {
+    "accuracy": 0.8873692500000001,
+    "accuracy_stderr": 0.017785255692918795,
+    "ap": 0.8473456134450259,
+    "ap_stderr": 0.023970231302772538,
+    "evaluation_time": 108.68,
+    "f1": 0.8871582771337945,
+    "f1_stderr": 0.017912384035747964,
+    "main_score": 0.8873692500000001
+  }
+}

results/nomic-embed-text-v1.5-128/AmazonReviewsClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "mteb_version": "1.1.1",
+  "test": {
+    "en": {
+      "accuracy": 0.43106,
+      "accuracy_stderr": 0.012772172877001003,
+      "f1": 0.42705525816179496,
+      "f1_stderr": 0.016049271210887433,
+      "main_score": 0.43106
+    },
+    "evaluation_time": 6.42
+  }
+}

results/nomic-embed-text-v1.5-128/ArguAna.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "ArguAna",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 3.2,
+    "map_at_1": 0.20057,
+    "map_at_10": 0.34758,
+    "map_at_100": 0.36083,
+    "map_at_1000": 0.36103,
+    "map_at_3": 0.29718,
+    "map_at_5": 0.32602,
+    "mrr_at_1": 0.20341,
+    "mrr_at_10": 0.34868,
+    "mrr_at_100": 0.362,
+    "mrr_at_1000": 0.3622,
+    "mrr_at_3": 0.29801,
+    "mrr_at_5": 0.32706,
+    "ndcg_at_1": 0.20057,
+    "ndcg_at_10": 0.43403,
+    "ndcg_at_100": 0.49037,
+    "ndcg_at_1000": 0.49522,
+    "ndcg_at_3": 0.32931,
+    "ndcg_at_5": 0.38167,
+    "precision_at_1": 0.20057,
+    "precision_at_10": 0.07127,
+    "precision_at_100": 0.00959,
+    "precision_at_1000": 0.001,
+    "precision_at_3": 0.14083,
+    "precision_at_5": 0.1101,
+    "recall_at_1": 0.20057,
+    "recall_at_10": 0.71266,
+    "recall_at_100": 0.95875,
+    "recall_at_1000": 0.99573,
+    "recall_at_3": 0.42248,
+    "recall_at_5": 0.5505
+  }
+}

results/nomic-embed-text-v1.5-128/ArxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "a122ad7f3f0291bf49cc6f4d32aa80929df69d5d",
+  "mteb_dataset_name": "ArxivClusteringP2P",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 172.57,
+    "v_measure": 0.43866826286037225,
+    "v_measure_std": 0.13894618372571005
+  }
+}

results/nomic-embed-text-v1.5-128/ArxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "f910caf1a6075f7329cdf8c1a6135696f37dbd53",
+  "mteb_dataset_name": "ArxivClusteringS2S",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 101.1,
+    "v_measure": 0.3456525557574204,
+    "v_measure_std": 0.1434035000509443
+  }
+}

results/nomic-embed-text-v1.5-128/AskUbuntuDupQuestions.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "2000358ca161889fa9c082cb41daa8dcfb161a54",
+  "mteb_dataset_name": "AskUbuntuDupQuestions",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 0.64,
+    "map": 0.6116377955676112,
+    "mrr": 0.7508947808116783
+  }
+}

results/nomic-embed-text-v1.5-128/BIOSSES.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "d3fb88f8f02e40887cd149695127462bbcf29b4a",
+  "mteb_dataset_name": "BIOSSES",
+  "mteb_version": "1.1.1",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.824349323667086,
+      "spearman": 0.8018797171564648
+    },
+    "euclidean": {
+      "pearson": 0.8260998664708203,
+      "spearman": 0.8018797171564648
+    },
+    "evaluation_time": 0.25,
+    "manhattan": {
+      "pearson": 0.8244125039502501,
+      "spearman": 0.8039881989345922
+    }
+  }
+}

results/nomic-embed-text-v1.5-128/Banking77Classification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "0fd18e25b25c072e09e0d92ab615fda904d66300",
+  "mteb_dataset_name": "Banking77Classification",
+  "mteb_version": "1.1.1",
+  "test": {
+    "accuracy": 0.8277597402597403,
+    "accuracy_stderr": 0.006269261094978518,
+    "evaluation_time": 6.85,
+    "f1": 0.8271616524098425,
+    "f1_stderr": 0.006515955215213052,
+    "main_score": 0.8277597402597403
+  }
+}

results/nomic-embed-text-v1.5-128/BiorxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "65b79d1d13f80053f67aca9498d9402c2d9f1f40",
+  "mteb_dataset_name": "BiorxivClusteringP2P",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 14.69,
+    "v_measure": 0.3679049611658095,
+    "v_measure_std": 0.009019468528030832
+  }
+}

results/nomic-embed-text-v1.5-128/BiorxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "258694dd0231531bc1fd9de6ceb52a0853c6d908",
+  "mteb_dataset_name": "BiorxivClusteringS2S",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 12.51,
+    "v_measure": 0.30684843055880456,
+    "v_measure_std": 0.008884778106424589
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackAndroidRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackAndroidRetrieval",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 2.28,
+    "map_at_1": 0.28549,
+    "map_at_10": 0.3753,
+    "map_at_100": 0.38833,
+    "map_at_1000": 0.38959,
+    "map_at_3": 0.3471,
+    "map_at_5": 0.36239,
+    "mrr_at_1": 0.34764,
+    "mrr_at_10": 0.42794,
+    "mrr_at_100": 0.43597,
+    "mrr_at_1000": 0.43656,
+    "mrr_at_3": 0.40439,
+    "mrr_at_5": 0.41848,
+    "ndcg_at_1": 0.34764,
+    "ndcg_at_10": 0.42885,
+    "ndcg_at_100": 0.48079,
+    "ndcg_at_1000": 0.50469,
+    "ndcg_at_3": 0.38376,
+    "ndcg_at_5": 0.40481,
+    "precision_at_1": 0.34764,
+    "precision_at_10": 0.07868,
+    "precision_at_100": 0.01323,
+    "precision_at_1000": 0.00182,
+    "precision_at_3": 0.17597,
+    "precision_at_5": 0.12847,
+    "recall_at_1": 0.28549,
+    "recall_at_10": 0.53128,
+    "recall_at_100": 0.75087,
+    "recall_at_1000": 0.90933,
+    "recall_at_3": 0.40462,
+    "recall_at_5": 0.45839
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackEnglishRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackEnglishRetrieval",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 4.82,
+    "map_at_1": 0.28743,
+    "map_at_10": 0.377,
+    "map_at_100": 0.3879,
+    "map_at_1000": 0.38921,
+    "map_at_3": 0.35134,
+    "map_at_5": 0.36638,
+    "mrr_at_1": 0.35987,
+    "mrr_at_10": 0.43708,
+    "mrr_at_100": 0.44375,
+    "mrr_at_1000": 0.4443,
+    "mrr_at_3": 0.41911,
+    "mrr_at_5": 0.42901,
+    "ndcg_at_1": 0.35987,
+    "ndcg_at_10": 0.42778,
+    "ndcg_at_100": 0.46882,
+    "ndcg_at_1000": 0.49246,
+    "ndcg_at_3": 0.39484,
+    "ndcg_at_5": 0.41032,
+    "precision_at_1": 0.35987,
+    "precision_at_10": 0.07936,
+    "precision_at_100": 0.01257,
+    "precision_at_1000": 0.00174,
+    "precision_at_3": 0.18938,
+    "precision_at_5": 0.13287,
+    "recall_at_1": 0.28743,
+    "recall_at_10": 0.50937,
+    "recall_at_100": 0.68841,
+    "recall_at_1000": 0.84376,
+    "recall_at_3": 0.40721,
+    "recall_at_5": 0.45279
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackGamingRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackGamingRetrieval",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 4.92,
+    "map_at_1": 0.35732,
+    "map_at_10": 0.4712,
+    "map_at_100": 0.48118,
+    "map_at_1000": 0.48179,
+    "map_at_3": 0.44415,
+    "map_at_5": 0.45994,
+    "mrr_at_1": 0.4094,
+    "mrr_at_10": 0.50738,
+    "mrr_at_100": 0.51403,
+    "mrr_at_1000": 0.5144,
+    "mrr_at_3": 0.48746,
+    "mrr_at_5": 0.49871,
+    "ndcg_at_1": 0.4094,
+    "ndcg_at_10": 0.52556,
+    "ndcg_at_100": 0.5669,
+    "ndcg_at_1000": 0.58109,
+    "ndcg_at_3": 0.48072,
+    "ndcg_at_5": 0.5029,
+    "precision_at_1": 0.4094,
+    "precision_at_10": 0.08345,
+    "precision_at_100": 0.01133,
+    "precision_at_1000": 0.00131,
+    "precision_at_3": 0.21442,
+    "precision_at_5": 0.14558,
+    "recall_at_1": 0.35732,
+    "recall_at_10": 0.64963,
+    "recall_at_100": 0.83058,
+    "recall_at_1000": 0.93422,
+    "recall_at_3": 0.53038,
+    "recall_at_5": 0.58447
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackGisRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackGisRetrieval",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 3.96,
+    "map_at_1": 0.20349,
+    "map_at_10": 0.27538,
+    "map_at_100": 0.28494,
+    "map_at_1000": 0.28587,
+    "map_at_3": 0.25026,
+    "map_at_5": 0.26494,
+    "mrr_at_1": 0.22034,
+    "mrr_at_10": 0.29338,
+    "mrr_at_100": 0.30214,
+    "mrr_at_1000": 0.30287,
+    "mrr_at_3": 0.26761,
+    "mrr_at_5": 0.28331,
+    "ndcg_at_1": 0.22034,
+    "ndcg_at_10": 0.31864,
+    "ndcg_at_100": 0.36693,
+    "ndcg_at_1000": 0.39277,
+    "ndcg_at_3": 0.26891,
+    "ndcg_at_5": 0.29476,
+    "precision_at_1": 0.22034,
+    "precision_at_10": 0.04949,
+    "precision_at_100": 0.00771,
+    "precision_at_1000": 0.00103,
+    "precision_at_3": 0.11262,
+    "precision_at_5": 0.08203,
+    "recall_at_1": 0.20349,
+    "recall_at_10": 0.4357,
+    "recall_at_100": 0.66006,
+    "recall_at_1000": 0.85927,
+    "recall_at_3": 0.30269,
+    "recall_at_5": 0.36434
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackMathematicaRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackMathematicaRetrieval",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 2.44,
+    "map_at_1": 0.13056,
+    "map_at_10": 0.19122,
+    "map_at_100": 0.20097,
+    "map_at_1000": 0.20215,
+    "map_at_3": 0.17014,
+    "map_at_5": 0.18127,
+    "mrr_at_1": 0.1592,
+    "mrr_at_10": 0.22808,
+    "mrr_at_100": 0.23672,
+    "mrr_at_1000": 0.23752,
+    "mrr_at_3": 0.20605,
+    "mrr_at_5": 0.21855,
+    "ndcg_at_1": 0.1592,
+    "ndcg_at_10": 0.2334,
+    "ndcg_at_100": 0.2852,
+    "ndcg_at_1000": 0.31701,
+    "ndcg_at_3": 0.19309,
+    "ndcg_at_5": 0.21122,
+    "precision_at_1": 0.1592,
+    "precision_at_10": 0.04378,
+    "precision_at_100": 0.00812,
+    "precision_at_1000": 0.00123,
+    "precision_at_3": 0.09121,
+    "precision_at_5": 0.06741,
+    "recall_at_1": 0.13056,
+    "recall_at_10": 0.32735,
+    "recall_at_100": 0.56306,
+    "recall_at_1000": 0.79578,
+    "recall_at_3": 0.21772,
+    "recall_at_5": 0.26304
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackPhysicsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackPhysicsRetrieval",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 3.81,
+    "map_at_1": 0.25902,
+    "map_at_10": 0.34938,
+    "map_at_100": 0.36202,
+    "map_at_1000": 0.36309,
+    "map_at_3": 0.32111,
+    "map_at_5": 0.33842,
+    "mrr_at_1": 0.3128,
+    "mrr_at_10": 0.40254,
+    "mrr_at_100": 0.41115,
+    "mrr_at_1000": 0.41163,
+    "mrr_at_3": 0.37729,
+    "mrr_at_5": 0.39398,
+    "ndcg_at_1": 0.3128,
+    "ndcg_at_10": 0.40398,
+    "ndcg_at_100": 0.45731,
+    "ndcg_at_1000": 0.47934,
+    "ndcg_at_3": 0.35755,
+    "ndcg_at_5": 0.38328,
+    "precision_at_1": 0.3128,
+    "precision_at_10": 0.07209,
+    "precision_at_100": 0.01148,
+    "precision_at_1000": 0.0015,
+    "precision_at_3": 0.16811,
+    "precision_at_5": 0.12146,
+    "recall_at_1": 0.25902,
+    "recall_at_10": 0.51382,
+    "recall_at_100": 0.73695,
+    "recall_at_1000": 0.8859,
+    "recall_at_3": 0.38665,
+    "recall_at_5": 0.4515
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackProgrammersRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackProgrammersRetrieval",
+  "mteb_version": "1.1.1",
+  "test": {
+    "evaluation_time": 3.35,
+    "map_at_1": 0.22169,
+    "map_at_10": 0.30485,
+    "map_at_100": 0.31704,
+    "map_at_1000": 0.31819,
+    "map_at_3": 0.27952,
+    "map_at_5": 0.29504,
+    "mrr_at_1": 0.26941,
+    "mrr_at_10": 0.35198,
+    "mrr_at_100": 0.36175,
+    "mrr_at_1000": 0.36234,
+    "mrr_at_3": 0.33086,
+    "mrr_at_5": 0.34376,
+    "ndcg_at_1": 0.26941,
+    "ndcg_at_10": 0.35514,
+    "ndcg_at_100": 0.41319,
+    "ndcg_at_1000": 0.43812,
+    "ndcg_at_3": 0.31339,
+    "ndcg_at_5": 0.33433,
+    "precision_at_1": 0.26941,
+    "precision_at_10": 0.06461,
+    "precision_at_100": 0.01094,
+    "precision_at_1000": 0.00146,
+    "precision_at_3": 0.15107,
+    "precision_at_5": 0.10868,
+    "recall_at_1": 0.22169,
+    "recall_at_10": 0.45848,
+    "recall_at_100": 0.71521,
+    "recall_at_1000": 0.88732,
+    "recall_at_3": 0.3407,
+    "recall_at_5": 0.3964
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackRetrieval.json

@@ -0,0 +1,38 @@
+{
+    "dataset_revision": null,
+    "mteb_dataset_name": "CQADupstackRetrieval",
+    "mteb_version": "1.1.1",
+    "test": {
+        "evaluation_time": 53.589999999999996,
+        "map_at_1": 0.2241425,
+        "map_at_10": 0.3003208333333333,
+        "map_at_100": 0.3110316666666667,
+        "map_at_1000": 0.31218333333333337,
+        "map_at_3": 0.27653,
+        "map_at_5": 0.2897083333333333,
+        "mrr_at_1": 0.26420083333333333,
+        "mrr_at_10": 0.33841499999999997,
+        "mrr_at_100": 0.34678333333333333,
+        "mrr_at_1000": 0.3474475,
+        "mrr_at_3": 0.31710499999999997,
+        "mrr_at_5": 0.32925166666666666,
+        "ndcg_at_1": 0.26420083333333333,
+        "ndcg_at_10": 0.34672083333333337,
+        "ndcg_at_100": 0.396,
+        "ndcg_at_1000": 0.4216833333333333,
+        "ndcg_at_3": 0.3052708333333333,
+        "ndcg_at_5": 0.32474250000000005,
+        "precision_at_1": 0.26420083333333333,
+        "precision_at_10": 0.060105000000000006,
+        "precision_at_100": 0.010020833333333333,
+        "precision_at_1000": 0.0014041666666666666,
+        "precision_at_3": 0.13881583333333333,
+        "precision_at_5": 0.09879166666666665,
+        "recall_at_1": 0.2241425,
+        "recall_at_10": 0.4470408333333334,
+        "recall_at_100": 0.6670016666666667,
+        "recall_at_1000": 0.8494708333333334,
+        "recall_at_3": 0.3319166666666667,
+        "recall_at_5": 0.38162083333333335
+    }
+}

results/nomic-embed-text-v1.5-128/CQADupstackStatsRetrieval.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "CQADupstackStatsRetrieval",
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+    "recall_at_100": 0.59128,
+    "recall_at_1000": 0.77121,
+    "recall_at_3": 0.30397,
+    "recall_at_5": 0.34642
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackTexRetrieval.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "CQADupstackTexRetrieval",
+  "mteb_version": "1.1.1",
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+    "precision_at_5": 0.06676,
+    "recall_at_1": 0.13912,
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+    "recall_at_100": 0.52593,
+    "recall_at_1000": 0.75782,
+    "recall_at_3": 0.21653,
+    "recall_at_5": 0.25888
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackUnixRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_10": 0.41495,
+    "recall_at_100": 0.64324,
+    "recall_at_1000": 0.84203,
+    "recall_at_3": 0.30492,
+    "recall_at_5": 0.35045
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackWebmastersRetrieval.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "CQADupstackWebmastersRetrieval",
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+    "precision_at_1000": 0.00221,
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+    "precision_at_5": 0.09328,
+    "recall_at_1": 0.20239,
+    "recall_at_10": 0.42354,
+    "recall_at_100": 0.70042,
+    "recall_at_1000": 0.89079,
+    "recall_at_3": 0.29722,
+    "recall_at_5": 0.33826
+  }
+}

results/nomic-embed-text-v1.5-128/CQADupstackWordpressRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.81622,
+    "recall_at_3": 0.27039,
+    "recall_at_5": 0.31451
+  }
+}

results/nomic-embed-text-v1.5-128/ClimateFEVER.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_100": 0.6432,
+    "recall_at_1000": 0.82633,
+    "recall_at_3": 0.28482,
+    "recall_at_5": 0.33503
+  }
+}

results/nomic-embed-text-v1.5-128/DBPedia.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.67565,
+    "recall_at_3": 0.12419,
+    "recall_at_5": 0.15425
+  }
+}

results/nomic-embed-text-v1.5-128/EmotionClassification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "4f58c6b202a23cf9a4da393831edf4f9183cad37",
+  "mteb_dataset_name": "EmotionClassification",
+  "mteb_version": "1.1.1",
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+  }
+}

results/nomic-embed-text-v1.5-128/FEVER.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.98032,
+    "recall_at_3": 0.82789,
+    "recall_at_5": 0.86451
+  }
+}

results/nomic-embed-text-v1.5-128/FiQA2018.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.83341,
+    "recall_at_3": 0.2621,
+    "recall_at_5": 0.31813
+  }
+}

results/nomic-embed-text-v1.5-128/HotpotQA.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.90162,
+    "recall_at_3": 0.52687,
+    "recall_at_5": 0.58076
+  }
+}

results/nomic-embed-text-v1.5-128/ImdbClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "3d86128a09e091d6018b6d26cad27f2739fc2db7",
+  "mteb_dataset_name": "ImdbClassification",
+  "mteb_version": "1.1.1",
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+    "f1_stderr": 0.03385189096671595,
+    "main_score": 0.808672
+  }
+}

results/nomic-embed-text-v1.5-128/MSMARCO.json

@@ -0,0 +1,38 @@
+{
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+    "precision_at_100": 0.00902,
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+    "precision_at_5": 0.10181,
+    "recall_at_1": 0.21798,
+    "recall_at_10": 0.59936,
+    "recall_at_100": 0.85344,
+    "recall_at_1000": 0.95799,
+    "recall_at_3": 0.39894,
+    "recall_at_5": 0.48834
+  },
+  "mteb_dataset_name": "MSMARCO",
+  "mteb_version": "1.1.1"
+}

results/nomic-embed-text-v1.5-128/MTOPDomainClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
+  "mteb_dataset_name": "MTOPDomainClassification",
+  "mteb_version": "1.1.1",
+  "test": {
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+      "main_score": 0.8960556315549475
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+    "evaluation_time": 4.44
+  }
+}

results/nomic-embed-text-v1.5-128/MTOPIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
+  "mteb_version": "1.1.1",
+  "test": {
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+      "f1_stderr": 0.013378385834122248,
+      "main_score": 0.6889648882808938
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+    "evaluation_time": 8.85
+  }
+}

results/nomic-embed-text-v1.5-128/MassiveIntentClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.1.1",
+  "test": {
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+      "f1_stderr": 0.006988850266917053,
+      "main_score": 0.6933759246805649
+    },
+    "evaluation_time": 6.25
+  }
+}

results/nomic-embed-text-v1.5-128/MassiveScenarioClassification.json

@@ -0,0 +1,15 @@
+{
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+}

results/nomic-embed-text-v1.5-128/MedrxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
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+    "v_measure": 0.3409001185548766,
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+}

results/nomic-embed-text-v1.5-128/MedrxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
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+}

results/nomic-embed-text-v1.5-128/MindSmallReranking.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "3bdac13927fdc888b903db93b2ffdbd90b295a69",
+  "mteb_dataset_name": "MindSmallReranking",
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+  "test": {
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+    "map": 0.300209399775629,
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+}

results/nomic-embed-text-v1.5-128/NFCorpus.json

@@ -0,0 +1,38 @@
+{
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+  "mteb_dataset_name": "NFCorpus",
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+    "precision_at_3": 0.34365,
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+    "recall_at_100": 0.27059,
+    "recall_at_1000": 0.59138,
+    "recall_at_3": 0.09507,
+    "recall_at_5": 0.11434
+  }
+}

results/nomic-embed-text-v1.5-128/NQ.json

@@ -0,0 +1,38 @@
+{
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+    "precision_at_100": 0.01108,
+    "precision_at_1000": 0.00118,
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+    "precision_at_5": 0.14612,
+    "recall_at_1": 0.32416,
+    "recall_at_10": 0.72349,
+    "recall_at_100": 0.91517,
+    "recall_at_1000": 0.97381,
+    "recall_at_3": 0.53918,
+    "recall_at_5": 0.62218
+  }
+}

results/nomic-embed-text-v1.5-128/QuoraRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.99877,
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+    "recall_at_5": 0.90411
+  }
+}

results/nomic-embed-text-v1.5-128/RedditClustering.json

@@ -0,0 +1,10 @@
+{
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+  "mteb_dataset_name": "RedditClustering",
+  "mteb_version": "1.1.1",
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+    "v_measure": 0.533116907490566,
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+}

results/nomic-embed-text-v1.5-128/RedditClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "282350215ef01743dc01b456c7f5241fa8937f16",
+  "mteb_dataset_name": "RedditClusteringP2P",
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+    "v_measure": 0.5895547384952214,
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+}

results/nomic-embed-text-v1.5-128/SCIDOCS.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_1000": 0.5869,
+    "recall_at_3": 0.08473,
+    "recall_at_5": 0.11502
+  }
+}

results/nomic-embed-text-v1.5-128/SICK-R.json

@@ -0,0 +1,20 @@
+{
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+  "mteb_dataset_name": "SICK-R",
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+  }
+}

results/nomic-embed-text-v1.5-128/STS12.json

@@ -0,0 +1,20 @@
+{
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+  "mteb_dataset_name": "STS12",
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+      "spearman": 0.7731921878989402
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+  }
+}

results/nomic-embed-text-v1.5-128/STS13.json

@@ -0,0 +1,20 @@
+{
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+  "mteb_dataset_name": "STS13",
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+      "spearman": 0.8561642150267956
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+    "manhattan": {
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+      "spearman": 0.8536768559729484
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+  }
+}