Add Voyage

results.py

@@ -112,6 +112,7 @@ MODELS = [
     "titan-embed-text-v1",
     "unsup-simcse-bert-base-uncased",
     "use-cmlm-multilingual",
+    "voyage-lite-01-instruct",
     "xlm-roberta-base",
     "xlm-roberta-large",
 ]

results/voyage-lite-01-instruct/AmazonCounterfactualClassification.json

@@ -0,0 +1,29 @@
+{
+  "dataset_revision": "e8379541af4e31359cca9fbcf4b00f2671dba205",
+  "mteb_dataset_name": "AmazonCounterfactualClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.7143283582089552,
+      "accuracy_stderr": 0.030821527946964616,
+      "ap": 0.3314388341220641,
+      "ap_stderr": 0.028459491075942582,
+      "f1": 0.6498722358196343,
+      "f1_stderr": 0.029407710164451362,
+      "main_score": 0.7143283582089552
+    },
+    "evaluation_time": 7.28
+  },
+  "validation": {
+    "en": {
+      "accuracy": 0.7161194029850746,
+      "accuracy_stderr": 0.024377297173999158,
+      "ap": 0.3018066682159536,
+      "ap_stderr": 0.02375103157303324,
+      "f1": 0.6386205576166685,
+      "f1_stderr": 0.02382818225794709,
+      "main_score": 0.7161194029850746
+    },
+    "evaluation_time": 11.51
+  }
+}

results/voyage-lite-01-instruct/AmazonPolarityClassification.json

@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "e2d317d38cd51312af73b3d32a06d1a08b442046",
+  "mteb_dataset_name": "AmazonPolarityClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "accuracy": 0.964053,
+    "accuracy_stderr": 0.003295640453690305,
+    "ap": 0.9463166839652599,
+    "ap_stderr": 0.007905486713895623,
+    "evaluation_time": 4591.87,
+    "f1": 0.9640434996471322,
+    "f1_stderr": 0.0033050165572430655,
+    "main_score": 0.964053
+  }
+}

results/voyage-lite-01-instruct/AmazonReviewsClassification.json

@@ -0,0 +1,25 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.5705800000000001,
+      "accuracy_stderr": 0.012415297016181286,
+      "f1": 0.5395526700689276,
+      "f1_stderr": 0.020692465324145464,
+      "main_score": 0.5705800000000001
+    },
+    "evaluation_time": 39.32
+  },
+  "validation": {
+    "en": {
+      "accuracy": 0.55928,
+      "accuracy_stderr": 0.01414813061856582,
+      "f1": 0.526713112095017,
+      "f1_stderr": 0.022838276977147833,
+      "main_score": 0.55928
+    },
+    "evaluation_time": 45.02
+  }
+}

results/voyage-lite-01-instruct/ArguAna.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "ArguAna",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 153.38,
+    "map_at_1": 0.32432,
+    "map_at_10": 0.49603,
+    "map_at_100": 0.5031,
+    "map_at_1000": 0.5031,
+    "map_at_3": 0.44808,
+    "map_at_5": 0.47504,
+    "mrr_at_1": 0.33428,
+    "mrr_at_10": 0.49949,
+    "mrr_at_100": 0.50655,
+    "mrr_at_1000": 0.50655,
+    "mrr_at_3": 0.45092,
+    "mrr_at_5": 0.47838,
+    "ndcg_at_1": 0.32432,
+    "ndcg_at_10": 0.58734,
+    "ndcg_at_100": 0.61545,
+    "ndcg_at_1000": 0.61552,
+    "ndcg_at_3": 0.48828,
+    "ndcg_at_5": 0.53703,
+    "precision_at_1": 0.32432,
+    "precision_at_10": 0.08777,
+    "precision_at_100": 0.00996,
+    "precision_at_1000": 0.001,
+    "precision_at_3": 0.20152,
+    "precision_at_5": 0.14467,
+    "recall_at_1": 0.32432,
+    "recall_at_10": 0.87767,
+    "recall_at_100": 0.99573,
+    "recall_at_1000": 0.99644,
+    "recall_at_3": 0.60455,
+    "recall_at_5": 0.72333
+  }
+}

results/voyage-lite-01-instruct/ArxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "a122ad7f3f0291bf49cc6f4d32aa80929df69d5d",
+  "mteb_dataset_name": "ArxivClusteringP2P",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 17881.25,
+    "v_measure": 0.47920323838163886,
+    "v_measure_std": 0.1390229199827475
+  }
+}

results/voyage-lite-01-instruct/ArxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "f910caf1a6075f7329cdf8c1a6135696f37dbd53",
+  "mteb_dataset_name": "ArxivClusteringS2S",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 2018.1,
+    "v_measure": 0.4242356036963774,
+    "v_measure_std": 0.14250979741597036
+  }
+}

results/voyage-lite-01-instruct/AskUbuntuDupQuestions.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "2000358ca161889fa9c082cb41daa8dcfb161a54",
+  "mteb_dataset_name": "AskUbuntuDupQuestions",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 12.44,
+    "map": 0.6576762634763661,
+    "mrr": 0.785763751483973
+  }
+}

results/voyage-lite-01-instruct/BIOSSES.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "d3fb88f8f02e40887cd149695127462bbcf29b4a",
+  "mteb_dataset_name": "BIOSSES",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.8675681986997972,
+      "spearman": 0.848531382555947
+    },
+    "euclidean": {
+      "pearson": 0.8555602193002442,
+      "spearman": 0.848531382555947
+    },
+    "evaluation_time": 3.37,
+    "manhattan": {
+      "pearson": 0.8582617693680366,
+      "spearman": 0.8486940368645454
+    }
+  }
+}

results/voyage-lite-01-instruct/Banking77Classification.json

@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "0fd18e25b25c072e09e0d92ab615fda904d66300",
+  "mteb_dataset_name": "Banking77Classification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "accuracy": 0.8164285714285715,
+    "accuracy_stderr": 0.006237147351460077,
+    "evaluation_time": 30.1,
+    "f1": 0.8079171181486322,
+    "f1_stderr": 0.00766196233112027,
+    "main_score": 0.8164285714285715
+  }
+}

results/voyage-lite-01-instruct/BiorxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "65b79d1d13f80053f67aca9498d9402c2d9f1f40",
+  "mteb_dataset_name": "BiorxivClusteringP2P",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 2887.12,
+    "v_measure": 0.387159766484971,
+    "v_measure_std": 0.009285984730868693
+  }
+}

results/voyage-lite-01-instruct/BiorxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "258694dd0231531bc1fd9de6ceb52a0853c6d908",
+  "mteb_dataset_name": "BiorxivClusteringS2S",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 259.82,
+    "v_measure": 0.36596184778441276,
+    "v_measure_std": 0.0033011192309073275
+  }
+}

results/voyage-lite-01-instruct/CQADupstackAndroidRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackAndroidRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 392.9,
+    "map_at_1": 0.36073,
+    "map_at_10": 0.4947,
+    "map_at_100": 0.51048,
+    "map_at_1000": 0.51162,
+    "map_at_3": 0.45004,
+    "map_at_5": 0.47561,
+    "mrr_at_1": 0.44635,
+    "mrr_at_10": 0.55953,
+    "mrr_at_100": 0.56514,
+    "mrr_at_1000": 0.56545,
+    "mrr_at_3": 0.53219,
+    "mrr_at_5": 0.54878,
+    "ndcg_at_1": 0.44635,
+    "ndcg_at_10": 0.56802,
+    "ndcg_at_100": 0.61509,
+    "ndcg_at_1000": 0.62895,
+    "ndcg_at_3": 0.5103,
+    "ndcg_at_5": 0.53799,
+    "precision_at_1": 0.44635,
+    "precision_at_10": 0.11288,
+    "precision_at_100": 0.01718,
+    "precision_at_1000": 0.00217,
+    "precision_at_3": 0.25131,
+    "precision_at_5": 0.18169,
+    "recall_at_1": 0.36073,
+    "recall_at_10": 0.70385,
+    "recall_at_100": 0.89632,
+    "recall_at_1000": 0.98249,
+    "recall_at_3": 0.53175,
+    "recall_at_5": 0.61396
+  }
+}

results/voyage-lite-01-instruct/CQADupstackEnglishRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackEnglishRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 526.82,
+    "map_at_1": 0.32938,
+    "map_at_10": 0.44737,
+    "map_at_100": 0.46146,
+    "map_at_1000": 0.46272,
+    "map_at_3": 0.41575,
+    "map_at_5": 0.43368,
+    "mrr_at_1": 0.41465,
+    "mrr_at_10": 0.50445,
+    "mrr_at_100": 0.51115,
+    "mrr_at_1000": 0.51156,
+    "mrr_at_3": 0.48312,
+    "mrr_at_5": 0.49605,
+    "ndcg_at_1": 0.41465,
+    "ndcg_at_10": 0.50695,
+    "ndcg_at_100": 0.55235,
+    "ndcg_at_1000": 0.57024,
+    "ndcg_at_3": 0.46613,
+    "ndcg_at_5": 0.48543,
+    "precision_at_1": 0.41465,
+    "precision_at_10": 0.09561,
+    "precision_at_100": 0.01543,
+    "precision_at_1000": 0.00198,
+    "precision_at_3": 0.22803,
+    "precision_at_5": 0.15962,
+    "recall_at_1": 0.32938,
+    "recall_at_10": 0.61369,
+    "recall_at_100": 0.80096,
+    "recall_at_1000": 0.91004,
+    "recall_at_3": 0.48939,
+    "recall_at_5": 0.54655
+  }
+}

results/voyage-lite-01-instruct/CQADupstackGamingRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackGamingRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 616.15,
+    "map_at_1": 0.43735,
+    "map_at_10": 0.57215,
+    "map_at_100": 0.58217,
+    "map_at_1000": 0.58259,
+    "map_at_3": 0.53481,
+    "map_at_5": 0.55729,
+    "mrr_at_1": 0.50157,
+    "mrr_at_10": 0.60698,
+    "mrr_at_100": 0.61249,
+    "mrr_at_1000": 0.61267,
+    "mrr_at_3": 0.58036,
+    "mrr_at_5": 0.59769,
+    "ndcg_at_1": 0.50157,
+    "ndcg_at_10": 0.63427,
+    "ndcg_at_100": 0.67002,
+    "ndcg_at_1000": 0.6776,
+    "ndcg_at_3": 0.57423,
+    "ndcg_at_5": 0.60663,
+    "precision_at_1": 0.50157,
+    "precision_at_10": 0.10232,
+    "precision_at_100": 0.01293,
+    "precision_at_1000": 0.00139,
+    "precision_at_3": 0.25768,
+    "precision_at_5": 0.17806,
+    "recall_at_1": 0.43735,
+    "recall_at_10": 0.78175,
+    "recall_at_100": 0.93335,
+    "recall_at_1000": 0.98508,
+    "recall_at_3": 0.62203,
+    "recall_at_5": 0.70215
+  }
+}

results/voyage-lite-01-instruct/CQADupstackGisRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackGisRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 1370.34,
+    "map_at_1": 0.27518,
+    "map_at_10": 0.3755,
+    "map_at_100": 0.38667,
+    "map_at_1000": 0.38739,
+    "map_at_3": 0.34555,
+    "map_at_5": 0.36082,
+    "mrr_at_1": 0.30169,
+    "mrr_at_10": 0.39906,
+    "mrr_at_100": 0.40831,
+    "mrr_at_1000": 0.40881,
+    "mrr_at_3": 0.3725,
+    "mrr_at_5": 0.38595,
+    "ndcg_at_1": 0.30169,
+    "ndcg_at_10": 0.43167,
+    "ndcg_at_100": 0.48315,
+    "ndcg_at_1000": 0.50084,
+    "ndcg_at_3": 0.37394,
+    "ndcg_at_5": 0.39864,
+    "precision_at_1": 0.30169,
+    "precision_at_10": 0.06746,
+    "precision_at_100": 0.00986,
+    "precision_at_1000": 0.00117,
+    "precision_at_3": 0.15932,
+    "precision_at_5": 0.11073,
+    "recall_at_1": 0.27518,
+    "recall_at_10": 0.58267,
+    "recall_at_100": 0.81164,
+    "recall_at_1000": 0.94496,
+    "recall_at_3": 0.42599,
+    "recall_at_5": 0.48491
+  }
+}

results/voyage-lite-01-instruct/CQADupstackMathematicaRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackMathematicaRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 904.38,
+    "map_at_1": 0.17696,
+    "map_at_10": 0.26787,
+    "map_at_100": 0.28067,
+    "map_at_1000": 0.28182,
+    "map_at_3": 0.23453,
+    "map_at_5": 0.25403,
+    "mrr_at_1": 0.22264,
+    "mrr_at_10": 0.3132,
+    "mrr_at_100": 0.32311,
+    "mrr_at_1000": 0.32374,
+    "mrr_at_3": 0.28358,
+    "mrr_at_5": 0.30137,
+    "ndcg_at_1": 0.22264,
+    "ndcg_at_10": 0.32557,
+    "ndcg_at_100": 0.38661,
+    "ndcg_at_1000": 0.41201,
+    "ndcg_at_3": 0.26693,
+    "ndcg_at_5": 0.29689,
+    "precision_at_1": 0.22264,
+    "precision_at_10": 0.06306,
+    "precision_at_100": 0.01062,
+    "precision_at_1000": 0.00141,
+    "precision_at_3": 0.13143,
+    "precision_at_5": 0.0995,
+    "recall_at_1": 0.17696,
+    "recall_at_10": 0.45622,
+    "recall_at_100": 0.72437,
+    "recall_at_1000": 0.90243,
+    "recall_at_3": 0.30216,
+    "recall_at_5": 0.37455
+  }
+}

results/voyage-lite-01-instruct/CQADupstackPhysicsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackPhysicsRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 951.17,
+    "map_at_1": 0.30379,
+    "map_at_10": 0.43496,
+    "map_at_100": 0.44917,
+    "map_at_1000": 0.45011,
+    "map_at_3": 0.3966,
+    "map_at_5": 0.41871,
+    "mrr_at_1": 0.38114,
+    "mrr_at_10": 0.49112,
+    "mrr_at_100": 0.49868,
+    "mrr_at_1000": 0.49908,
+    "mrr_at_3": 0.46359,
+    "mrr_at_5": 0.47947,
+    "ndcg_at_1": 0.38114,
+    "ndcg_at_10": 0.50341,
+    "ndcg_at_100": 0.55612,
+    "ndcg_at_1000": 0.57272,
+    "ndcg_at_3": 0.44578,
+    "ndcg_at_5": 0.4742,
+    "precision_at_1": 0.38114,
+    "precision_at_10": 0.0948,
+    "precision_at_100": 0.01401,
+    "precision_at_1000": 0.0017,
+    "precision_at_3": 0.21912,
+    "precision_at_5": 0.15727,
+    "recall_at_1": 0.30379,
+    "recall_at_10": 0.64895,
+    "recall_at_100": 0.86271,
+    "recall_at_1000": 0.96796,
+    "recall_at_3": 0.48765,
+    "recall_at_5": 0.5616
+  }
+}

results/voyage-lite-01-instruct/CQADupstackProgrammersRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackProgrammersRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 810.22,
+    "map_at_1": 0.28023,
+    "map_at_10": 0.40046,
+    "map_at_100": 0.41552,
+    "map_at_1000": 0.41648,
+    "map_at_3": 0.36032,
+    "map_at_5": 0.38472,
+    "mrr_at_1": 0.35388,
+    "mrr_at_10": 0.45974,
+    "mrr_at_100": 0.46869,
+    "mrr_at_1000": 0.46911,
+    "mrr_at_3": 0.42979,
+    "mrr_at_5": 0.44983,
+    "ndcg_at_1": 0.35388,
+    "ndcg_at_10": 0.46735,
+    "ndcg_at_100": 0.52684,
+    "ndcg_at_1000": 0.544,
+    "ndcg_at_3": 0.40605,
+    "ndcg_at_5": 0.43877,
+    "precision_at_1": 0.35388,
+    "precision_at_10": 0.08881,
+    "precision_at_100": 0.01389,
+    "precision_at_1000": 0.00171,
+    "precision_at_3": 0.19673,
+    "precision_at_5": 0.14543,
+    "recall_at_1": 0.28023,
+    "recall_at_10": 0.60557,
+    "recall_at_100": 0.85339,
+    "recall_at_1000": 0.96701,
+    "recall_at_3": 0.43926,
+    "recall_at_5": 0.52464
+  }
+}

results/voyage-lite-01-instruct/CQADupstackStatsRetrieval.json

@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackStatsRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 1647.26,
+    "map_at_1": 0.2587,
+    "map_at_10": 0.33208,
+    "map_at_100": 0.3435,
+    "map_at_1000": 0.34449,
+    "map_at_3": 0.30794,
+    "map_at_5": 0.32282,
+    "mrr_at_1": 0.29141,
+    "mrr_at_10": 0.36211,
+    "mrr_at_100": 0.37171,
+    "mrr_at_1000": 0.37241,
+    "mrr_at_3": 0.33998,
+    "mrr_at_5": 0.35348,
+    "ndcg_at_1": 0.29141,
+    "ndcg_at_10": 0.37521,
+    "ndcg_at_100": 0.43019,
+    "ndcg_at_1000": 0.45355,
+    "ndcg_at_3": 0.33226,
+    "ndcg_at_5": 0.35537,
+    "precision_at_1": 0.29141,
+    "precision_at_10": 0.05997,
+    "precision_at_100": 0.00946,
+    "precision_at_1000": 0.00121,
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+    "recall_at_1000": 0.89841,
+    "recall_at_3": 0.35959,
+    "recall_at_5": 0.4159
+  }
+}

results/voyage-lite-01-instruct/CQADupstackTexRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_100": 0.66807,
+    "recall_at_1000": 0.87334,
+    "recall_at_3": 0.28419,
+    "recall_at_5": 0.34377
+  }
+}

results/voyage-lite-01-instruct/CQADupstackUnixRetrieval.json

@@ -0,0 +1,38 @@
+{
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+  }
+}

results/voyage-lite-01-instruct/CQADupstackWebmastersRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_5": 0.5299
+  }
+}

results/voyage-lite-01-instruct/CQADupstackWordpressRetrieval.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_3": 0.34985,
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+  }
+}

results/voyage-lite-01-instruct/ClimateFEVER.json

@@ -0,0 +1,38 @@
+{
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+  }
+}

results/voyage-lite-01-instruct/DBPedia.json

@@ -0,0 +1,38 @@
+{
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+}

results/voyage-lite-01-instruct/EmotionClassification.json

@@ -0,0 +1,21 @@
+{
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+}

results/voyage-lite-01-instruct/FEVER.json

@@ -0,0 +1,38 @@
+{
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+  }
+}

results/voyage-lite-01-instruct/FiQA2018.json

@@ -0,0 +1,38 @@
+{
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+    "recall_at_5": 0.44322
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+}

results/voyage-lite-01-instruct/HotpotQA.json

@@ -0,0 +1,38 @@
+{
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+}

results/voyage-lite-01-instruct/ImdbClassification.json

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

results/voyage-lite-01-instruct/MSMARCO.json

@@ -0,0 +1,71 @@
+{
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+    "recall_at_1000": 0.79118,
+    "recall_at_3": 0.05784,
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+}

results/voyage-lite-01-instruct/MTOPDomainClassification.json

@@ -0,0 +1,25 @@
+{
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+}

results/voyage-lite-01-instruct/MTOPIntentClassification.json

@@ -0,0 +1,25 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
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+      "main_score": 0.6794630872483223
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+    "evaluation_time": 29.43
+  }
+}

results/voyage-lite-01-instruct/MassiveIntentClassification.json

@@ -0,0 +1,25 @@
+{
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+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.1.1.dev0",
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+      "main_score": 0.7223807181505164
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+    "evaluation_time": 18.63
+  }
+}

results/voyage-lite-01-instruct/MassiveScenarioClassification.json

@@ -0,0 +1,25 @@
+{
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+  "mteb_dataset_name": "MassiveScenarioClassification",
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+  }
+}

results/voyage-lite-01-instruct/MedrxivClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "e7a26af6f3ae46b30dde8737f02c07b1505bcc73",
+  "mteb_dataset_name": "MedrxivClusteringP2P",
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+    "v_measure": 0.3404492949327626,
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+}

results/voyage-lite-01-instruct/MedrxivClusteringS2S.json

@@ -0,0 +1,10 @@
+{
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+  "mteb_dataset_name": "MedrxivClusteringS2S",
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+    "v_measure": 0.3280557920650085,
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+  }
+}

results/voyage-lite-01-instruct/MindSmallReranking.json

@@ -0,0 +1,10 @@
+{
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+  "mteb_dataset_name": "MindSmallReranking",
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+    "map": 0.3168722719774892,
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+}

results/voyage-lite-01-instruct/NFCorpus.json

@@ -0,0 +1,38 @@
+{
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+    "precision_at_5": 0.40557,
+    "recall_at_1": 0.07257,
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+    "recall_at_1000": 0.84353,
+    "recall_at_3": 0.13099,
+    "recall_at_5": 0.16537
+  }
+}

results/voyage-lite-01-instruct/NQ.json

@@ -0,0 +1,38 @@
+{
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+    "precision_at_10": 0.09496,
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+    "precision_at_5": 0.16616,
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+    "recall_at_1000": 0.98967,
+    "recall_at_3": 0.61433,
+    "recall_at_5": 0.70742
+  }
+}

results/voyage-lite-01-instruct/QuoraRetrieval.json

@@ -0,0 +1,71 @@
+{
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+    "recall_at_1": 0.6968,
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+    "recall_at_1000": 0.99973,
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+    "recall_at_5": 0.91623
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+  "mteb_dataset_name": "QuoraRetrieval",
+  "mteb_version": "1.1.1.dev0",
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+    "recall_at_1000": 0.99979,
+    "recall_at_3": 0.86997,
+    "recall_at_5": 0.91397
+  }
+}

results/voyage-lite-01-instruct/RedditClustering.json

@@ -0,0 +1,10 @@
+{
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+  "mteb_dataset_name": "RedditClustering",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
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+    "v_measure": 0.6155772391307365,
+    "v_measure_std": 0.04521650707019105
+  }
+}

results/voyage-lite-01-instruct/RedditClusteringP2P.json

@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "282350215ef01743dc01b456c7f5241fa8937f16",
+  "mteb_dataset_name": "RedditClusteringP2P",
+  "mteb_version": "1.1.1.dev0",
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+    "v_measure": 0.653538400086221,
+    "v_measure_std": 0.11639130040673856
+  }
+}

results/voyage-lite-01-instruct/SCIDOCS.json

@@ -0,0 +1,38 @@
+{
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+    "precision_at_100": 0.02675,
+    "precision_at_1000": 0.00406,
+    "precision_at_3": 0.206,
+    "precision_at_5": 0.1658,
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+    "recall_at_1000": 0.82395,
+    "recall_at_3": 0.12533,
+    "recall_at_5": 0.16813
+  }
+}

results/voyage-lite-01-instruct/SICK-R.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "a6ea5a8cab320b040a23452cc28066d9beae2cee",
+  "mteb_dataset_name": "SICK-R",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
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+      "spearman": 0.797064154605003
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+    "manhattan": {
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+      "spearman": 0.7968698027841202
+    }
+  }
+}

results/voyage-lite-01-instruct/STS12.json

@@ -0,0 +1,20 @@
+{
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+  "mteb_dataset_name": "STS12",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
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+      "spearman": 0.7709284809238793
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+    "manhattan": {
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+      "spearman": 0.76973034115614
+    }
+  }
+}

results/voyage-lite-01-instruct/STS13.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "7e90230a92c190f1bf69ae9002b8cea547a64cca",
+  "mteb_dataset_name": "STS13",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
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+      "spearman": 0.8890611469076194
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+    "manhattan": {
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+      "spearman": 0.8889523484159496
+    }
+  }
+}

results/voyage-lite-01-instruct/STS14.json

@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "6031580fec1f6af667f0bd2da0a551cf4f0b2375",
+  "mteb_dataset_name": "STS14",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
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+      "spearman": 0.8207784138169757
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+    "manhattan": {
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+      "spearman": 0.8204379077872692
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+  }
+}