Model: nomic-ai/nomic-embed-text-v1-unsupervised
Author: nomic-ai
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, onnx, nomic_bert, feature-extraction, sentence-similarity, mteb, transformers, transformers.js, custom_code, en, arxiv:2402.01613, license:apache-2.0, model-index, text-embeddings-inference, region:us
Card metadata: library_name: sentence-transformers
pipeline_tag: sentence-similarity
tags: feature-extraction, sentence-similarity, mteb, transformers, transformers.js
license: apache-2.0
language: en
inference: no
model-index: name: epoch_0_model
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 76.98507462686568
verified: no, type: ap
value: 39.47222193126652
verified: no, type: f1
value: 70.5923611893019
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 87.540175
verified: no, type: ap
value: 83.16128207188409
verified: no, type: f1
value: 87.5231988227265
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (en)
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 46.80799999999999
verified: no, type: f1
value: 46.2632547445265
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.583
verified: no, type: map_at_10
value: 46.17
verified: no, type: map_at_100
value: 47.115
verified: no, type: map_at_1000
value: 47.121
verified: no, type: map_at_3
value: 41.489
verified: no, type: map_at_5
value: 44.046
verified: no, type: mrr_at_1
value: 30.939
verified: no, type: mrr_at_10
value: 46.289
verified: no, type: mrr_at_100
value: 47.241
verified: no, type: mrr_at_1000
value: 47.247
verified: no, type: mrr_at_3
value: 41.596
verified: no, type: mrr_at_5
value: 44.149
verified: no, type: ndcg_at_1
value: 30.583
verified: no, type: ndcg_at_10
value: 54.812000000000005
verified: no, type: ndcg_at_100
value: 58.605
verified: no, type: ndcg_at_1000
value: 58.753
verified: no, type: ndcg_at_3
value: 45.095
verified: no, type: ndcg_at_5
value: 49.744
verified: no, type: precision_at_1
value: 30.583
verified: no, type: precision_at_10
value: 8.243
verified: no, type: precision_at_100
value: 0.984
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 18.516
verified: no, type: precision_at_5
value: 13.385
verified: no, type: recall_at_1
value: 30.583
verified: no, type: recall_at_10
value: 82.432
verified: no, type: recall_at_100
value: 98.43499999999999
verified: no, type: recall_at_1000
value: 99.57300000000001
verified: no, type: recall_at_3
value: 55.547999999999995
verified: no, type: recall_at_5
value: 66.927
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 45.17830107652425
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-s2s
name: MTEB ArxivClusteringS2S
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 35.90561364087807
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 59.57222651819297
verified: no, type: mrr
value: 73.19241085169062
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 89.55181686367382
verified: no, type: cos_sim_spearman
value: 87.18933606575987
verified: no, type: euclidean_pearson
value: 87.78077503434338
verified: no, type: euclidean_spearman
value: 87.18933606575987
verified: no, type: manhattan_pearson
value: 87.75124980168601
verified: no, type: manhattan_spearman
value: 86.79113422137638
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 81.09415584415585
verified: no, type: f1
value: 80.60088693212091
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 36.57061229905462
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-s2s
name: MTEB BiorxivClusteringS2S
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 32.05342946608653
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.376
verified: no, type: map_at_10
value: 45.214
verified: no, type: map_at_100
value: 46.635
verified: no, type: map_at_1000
value: 46.755
verified: no, type: map_at_3
value: 42.198
verified: no, type: map_at_5
value: 43.723
verified: no, type: mrr_at_1
value: 41.774
verified: no, type: mrr_at_10
value: 51.07000000000001
verified: no, type: mrr_at_100
value: 51.785000000000004
verified: no, type: mrr_at_1000
value: 51.824999999999996
verified: no, type: mrr_at_3
value: 48.808
verified: no, type: mrr_at_5
value: 50.11
verified: no, type: ndcg_at_1
value: 41.774
verified: no, type: ndcg_at_10
value: 51.105999999999995
verified: no, type: ndcg_at_100
value: 56.358
verified: no, type: ndcg_at_1000
value: 58.205
verified: no, type: ndcg_at_3
value: 46.965
verified: no, type: ndcg_at_5
value: 48.599
verified: no, type: precision_at_1
value: 41.774
verified: no, type: precision_at_10
value: 9.514
verified: no, type: precision_at_100
value: 1.508
verified: no, type: precision_at_1000
value: 0.196
verified: no, type: precision_at_3
value: 22.175
verified: no, type: precision_at_5
value: 15.508
verified: no, type: recall_at_1
value: 34.376
verified: no, type: recall_at_10
value: 61.748000000000005
verified: no, type: recall_at_100
value: 84.025
verified: no, type: recall_at_1000
value: 95.5
verified: no, type: recall_at_3
value: 49.378
verified: no, type: recall_at_5
value: 54.276
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.394
verified: no, type: map_at_10
value: 42.707
verified: no, type: map_at_100
value: 43.893
verified: no, type: map_at_1000
value: 44.019000000000005
verified: no, type: map_at_3
value: 39.51
verified: no, type: map_at_5
value: 41.381
verified: no, type: mrr_at_1
value: 41.019
verified: no, type: mrr_at_10
value: 49.042
verified: no, type: mrr_at_100
value: 49.669000000000004
verified: no, type: mrr_at_1000
value: 49.712
verified: no, type: mrr_at_3
value: 46.921
verified: no, type: mrr_at_5
value: 48.192
verified: no, type: ndcg_at_1
value: 41.019
verified: no, type: ndcg_at_10
value: 48.46
verified: no, type: ndcg_at_100
value: 52.537
verified: no, type: ndcg_at_1000
value: 54.491
verified: no, type: ndcg_at_3
value: 44.232
verified: no, type: ndcg_at_5
value: 46.305
verified: no, type: precision_at_1
value: 41.019
verified: no, type: precision_at_10
value: 9.134
verified: no, type: precision_at_100
value: 1.422
verified: no, type: precision_at_1000
value: 0.188
verified: no, type: precision_at_3
value: 21.38
verified: no, type: precision_at_5
value: 15.096000000000002
verified: no, type: recall_at_1
value: 32.394
verified: no, type: recall_at_10
value: 58.11500000000001
verified: no, type: recall_at_100
value: 75.509
verified: no, type: recall_at_1000
value: 87.812
verified: no, type: recall_at_3
value: 45.476
verified: no, type: recall_at_5
value: 51.549
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 43.47
verified: no, type: map_at_10
value: 55.871
verified: no, type: map_at_100
value: 56.745000000000005
verified: no, type: map_at_1000
value: 56.794
verified: no, type: map_at_3
value: 52.439
verified: no, type: map_at_5
value: 54.412000000000006
verified: no, type: mrr_at_1
value: 49.592000000000006
verified: no, type: mrr_at_10
value: 59.34199999999999
verified: no, type: mrr_at_100
value: 59.857000000000006
verified: no, type: mrr_at_1000
value: 59.88
verified: no, type: mrr_at_3
value: 56.897
verified: no, type: mrr_at_5
value: 58.339
verified: no, type: ndcg_at_1
value: 49.592000000000006
verified: no, type: ndcg_at_10
value: 61.67
verified: no, type: ndcg_at_100
value: 65.11099999999999
verified: no, type: ndcg_at_1000
value: 66.065
verified: no, type: ndcg_at_3
value: 56.071000000000005
verified: no, type: ndcg_at_5
value: 58.84700000000001
verified: no, type: precision_at_1
value: 49.592000000000006
verified: no, type: precision_at_10
value: 9.774
verified: no, type: precision_at_100
value: 1.2449999999999999
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 24.66
verified: no, type: precision_at_5
value: 16.878
verified: no, type: recall_at_1
value: 43.47
verified: no, type: recall_at_10
value: 75.387
verified: no, type: recall_at_100
value: 90.253
verified: no, type: recall_at_1000
value: 97.00800000000001
verified: no, type: recall_at_3
value: 60.616
verified: no, type: recall_at_5
value: 67.31899999999999
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.633000000000003
verified: no, type: map_at_10
value: 35.497
verified: no, type: map_at_100
value: 36.504
verified: no, type: map_at_1000
value: 36.574
verified: no, type: map_at_3
value: 33.115
verified: no, type: map_at_5
value: 34.536
verified: no, type: mrr_at_1
value: 28.927000000000003
verified: no, type: mrr_at_10
value: 37.778
verified: no, type: mrr_at_100
value: 38.634
verified: no, type: mrr_at_1000
value: 38.690000000000005
verified: no, type: mrr_at_3
value: 35.518
verified: no, type: mrr_at_5
value: 36.908
verified: no, type: ndcg_at_1
value: 28.927000000000003
verified: no, type: ndcg_at_10
value: 40.327
verified: no, type: ndcg_at_100
value: 45.321
verified: no, type: ndcg_at_1000
value: 47.214
verified: no, type: ndcg_at_3
value: 35.762
verified: no, type: ndcg_at_5
value: 38.153999999999996
verified: no, type: precision_at_1
value: 28.927000000000003
verified: no, type: precision_at_10
value: 6.045
verified: no, type: precision_at_100
value: 0.901
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 15.140999999999998
verified: no, type: precision_at_5
value: 10.485999999999999
verified: no, type: recall_at_1
value: 26.633000000000003
verified: no, type: recall_at_10
value: 52.99
verified: no, type: recall_at_100
value: 76.086
verified: no, type: recall_at_1000
value: 90.46300000000001
verified: no, type: recall_at_3
value: 40.738
verified: no, type: recall_at_5
value: 46.449
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.521
verified: no, type: map_at_10
value: 25.130000000000003
verified: no, type: map_at_100
value: 26.176
verified: no, type: map_at_1000
value: 26.289
verified: no, type: map_at_3
value: 22.829
verified: no, type: map_at_5
value: 24.082
verified: no, type: mrr_at_1
value: 21.766
verified: no, type: mrr_at_10
value: 29.801
verified: no, type: mrr_at_100
value: 30.682
verified: no, type: mrr_at_1000
value: 30.75
verified: no, type: mrr_at_3
value: 27.633000000000003
verified: no, type: mrr_at_5
value: 28.858
verified: no, type: ndcg_at_1
value: 21.766
verified: no, type: ndcg_at_10
value: 30.026000000000003
verified: no, type: ndcg_at_100
value: 35.429
verified: no, type: ndcg_at_1000
value: 38.236
verified: no, type: ndcg_at_3
value: 25.968000000000004
verified: no, type: ndcg_at_5
value: 27.785
verified: no, type: precision_at_1
value: 21.766
verified: no, type: precision_at_10
value: 5.498
verified: no, type: precision_at_100
value: 0.9450000000000001
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 12.687000000000001
verified: no, type: precision_at_5
value: 9.005
verified: no, type: recall_at_1
value: 17.521
verified: no, type: recall_at_10
value: 40.454
verified: no, type: recall_at_100
value: 64.828
verified: no, type: recall_at_1000
value: 84.83800000000001
verified: no, type: recall_at_3
value: 28.758
verified: no, type: recall_at_5
value: 33.617000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.564999999999998
verified: no, type: map_at_10
value: 40.664
verified: no, type: map_at_100
value: 41.995
verified: no, type: map_at_1000
value: 42.104
verified: no, type: map_at_3
value: 37.578
verified: no, type: map_at_5
value: 39.247
verified: no, type: mrr_at_1
value: 37.44
verified: no, type: mrr_at_10
value: 46.533
verified: no, type: mrr_at_100
value: 47.363
verified: no, type: mrr_at_1000
value: 47.405
verified: no, type: mrr_at_3
value: 44.224999999999994
verified: no, type: mrr_at_5
value: 45.549
verified: no, type: ndcg_at_1
value: 37.44
verified: no, type: ndcg_at_10
value: 46.574
verified: no, type: ndcg_at_100
value: 52.024
verified: no, type: ndcg_at_1000
value: 53.93900000000001
verified: no, type: ndcg_at_3
value: 41.722
verified: no, type: ndcg_at_5
value: 43.973
verified: no, type: precision_at_1
value: 37.44
verified: no, type: precision_at_10
value: 8.344999999999999
verified: no, type: precision_at_100
value: 1.278
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_3
value: 19.442
verified: no, type: precision_at_5
value: 13.802
verified: no, type: recall_at_1
value: 30.564999999999998
verified: no, type: recall_at_10
value: 58.207
verified: no, type: recall_at_100
value: 81.137
verified: no, type: recall_at_1000
value: 93.506
verified: no, type: recall_at_3
value: 44.606
verified: no, type: recall_at_5
value: 50.373000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.892
verified: no, type: map_at_10
value: 37.251
verified: no, type: map_at_100
value: 38.606
verified: no, type: map_at_1000
value: 38.716
verified: no, type: map_at_3
value: 34.312
verified: no, type: map_at_5
value: 35.791000000000004
verified: no, type: mrr_at_1
value: 34.247
verified: no, type: mrr_at_10
value: 42.696
verified: no, type: mrr_at_100
value: 43.659
verified: no, type: mrr_at_1000
value: 43.711
verified: no, type: mrr_at_3
value: 40.563
verified: no, type: mrr_at_5
value: 41.625
verified: no, type: ndcg_at_1
value: 34.247
verified: no, type: ndcg_at_10
value: 42.709
verified: no, type: ndcg_at_100
value: 48.422
verified: no, type: ndcg_at_1000
value: 50.544
verified: no, type: ndcg_at_3
value: 38.105
verified: no, type: ndcg_at_5
value: 39.846
verified: no, type: precision_at_1
value: 34.247
verified: no, type: precision_at_10
value: 7.66
verified: no, type: precision_at_100
value: 1.2109999999999999
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 17.884
verified: no, type: precision_at_5
value: 12.489
verified: no, type: recall_at_1
value: 27.892
verified: no, type: recall_at_10
value: 53.559
verified: no, type: recall_at_100
value: 78.018
verified: no, type: recall_at_1000
value: 92.07300000000001
verified: no, type: recall_at_3
value: 40.154
verified: no, type: recall_at_5
value: 45.078
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.29375
verified: no, type: map_at_10
value: 36.19533333333334
verified: no, type: map_at_100
value: 37.33183333333334
verified: no, type: map_at_1000
value: 37.44616666666667
verified: no, type: map_at_3
value: 33.49125
verified: no, type: map_at_5
value: 34.94166666666667
verified: no, type: mrr_at_1
value: 32.336666666666666
verified: no, type: mrr_at_10
value: 40.45983333333333
verified: no, type: mrr_at_100
value: 41.26533333333334
verified: no, type: mrr_at_1000
value: 41.321583333333336
verified: no, type: mrr_at_3
value: 38.23416666666667
verified: no, type: mrr_at_5
value: 39.48491666666666
verified: no, type: ndcg_at_1
value: 32.336666666666666
verified: no, type: ndcg_at_10
value: 41.39958333333333
verified: no, type: ndcg_at_100
value: 46.293
verified: no, type: ndcg_at_1000
value: 48.53425
verified: no, type: ndcg_at_3
value: 36.88833333333333
verified: no, type: ndcg_at_5
value: 38.90733333333333
verified: no, type: precision_at_1
value: 32.336666666666666
verified: no, type: precision_at_10
value: 7.175916666666667
verified: no, type: precision_at_100
value: 1.1311666666666669
verified: no, type: precision_at_1000
value: 0.15141666666666667
verified: no, type: precision_at_3
value: 16.841166666666666
verified: no, type: precision_at_5
value: 11.796583333333334
verified: no, type: recall_at_1
value: 27.29375
verified: no, type: recall_at_10
value: 52.514583333333334
verified: no, type: recall_at_100
value: 74.128
verified: no, type: recall_at_1000
value: 89.64125
verified: no, type: recall_at_3
value: 39.83258333333333
verified: no, type: recall_at_5
value: 45.126416666666664
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.62
verified: no, type: map_at_10
value: 31.517
verified: no, type: map_at_100
value: 32.322
verified: no, type: map_at_1000
value: 32.422000000000004
verified: no, type: map_at_3
value: 29.293999999999997
verified: no, type: map_at_5
value: 30.403999999999996
verified: no, type: mrr_at_1
value: 27.607
verified: no, type: mrr_at_10
value: 34.294999999999995
verified: no, type: mrr_at_100
value: 35.045
verified: no, type: mrr_at_1000
value: 35.114000000000004
verified: no, type: mrr_at_3
value: 32.311
verified: no, type: mrr_at_5
value: 33.369
verified: no, type: ndcg_at_1
value: 27.607
verified: no, type: ndcg_at_10
value: 35.853
verified: no, type: ndcg_at_100
value: 39.919
verified: no, type: ndcg_at_1000
value: 42.452
verified: no, type: ndcg_at_3
value: 31.702
verified: no, type: ndcg_at_5
value: 33.47
verified: no, type: precision_at_1
value: 27.607
verified: no, type: precision_at_10
value: 5.598
verified: no, type: precision_at_100
value: 0.83
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 13.700999999999999
verified: no, type: precision_at_5
value: 9.325
verified: no, type: recall_at_1
value: 24.62
verified: no, type: recall_at_10
value: 46.475
verified: no, type: recall_at_100
value: 64.891
verified: no, type: recall_at_1000
value: 83.524
verified: no, type: recall_at_3
value: 34.954
verified: no, type: recall_at_5
value: 39.471000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.858999999999998
verified: no, type: map_at_10
value: 23.746000000000002
verified: no, type: map_at_100
value: 24.731
verified: no, type: map_at_1000
value: 24.86
verified: no, type: map_at_3
value: 21.603
verified: no, type: map_at_5
value: 22.811999999999998
verified: no, type: mrr_at_1
value: 20.578
verified: no, type: mrr_at_10
value: 27.618
verified: no, type: mrr_at_100
value: 28.459
verified: no, type: mrr_at_1000
value: 28.543000000000003
verified: no, type: mrr_at_3
value: 25.533
verified: no, type: mrr_at_5
value: 26.730999999999998
verified: no, type: ndcg_at_1
value: 20.578
verified: no, type: ndcg_at_10
value: 28.147
verified: no, type: ndcg_at_100
value: 32.946999999999996
verified: no, type: ndcg_at_1000
value: 36.048
verified: no, type: ndcg_at_3
value: 24.32
verified: no, type: ndcg_at_5
value: 26.131999999999998
verified: no, type: precision_at_1
value: 20.578
verified: no, type: precision_at_10
value: 5.061999999999999
verified: no, type: precision_at_100
value: 0.8789999999999999
verified: no, type: precision_at_1000
value: 0.132
verified: no, type: precision_at_3
value: 11.448
verified: no, type: precision_at_5
value: 8.251999999999999
verified: no, type: recall_at_1
value: 16.858999999999998
verified: no, type: recall_at_10
value: 37.565
verified: no, type: recall_at_100
value: 59.239
verified: no, type: recall_at_1000
value: 81.496
verified: no, type: recall_at_3
value: 26.865
verified: no, type: recall_at_5
value: 31.581
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.11
verified: no, type: map_at_10
value: 34.214
verified: no, type: map_at_100
value: 35.291
verified: no, type: map_at_1000
value: 35.400999999999996
verified: no, type: map_at_3
value: 31.541000000000004
verified: no, type: map_at_5
value: 33.21
verified: no, type: mrr_at_1
value: 30.97
verified: no, type: mrr_at_10
value: 38.522
verified: no, type: mrr_at_100
value: 39.37
verified: no, type: mrr_at_1000
value: 39.437
verified: no, type: mrr_at_3
value: 36.193999999999996
verified: no, type: mrr_at_5
value: 37.691
verified: no, type: ndcg_at_1
value: 30.97
verified: no, type: ndcg_at_10
value: 39.2
verified: no, type: ndcg_at_100
value: 44.267
verified: no, type: ndcg_at_1000
value: 46.760000000000005
verified: no, type: ndcg_at_3
value: 34.474
verified: no, type: ndcg_at_5
value: 37.016
verified: no, type: precision_at_1
value: 30.97
verified: no, type: precision_at_10
value: 6.521000000000001
verified: no, type: precision_at_100
value: 1.011
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 15.392
verified: no, type: precision_at_5
value: 11.026
verified: no, type: recall_at_1
value: 26.11
verified: no, type: recall_at_10
value: 50.14999999999999
verified: no, type: recall_at_100
value: 72.398
verified: no, type: recall_at_1000
value: 89.764
verified: no, type: recall_at_3
value: 37.352999999999994
verified: no, type: recall_at_5
value: 43.736000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.514
verified: no, type: map_at_10
value: 34.278999999999996
verified: no, type: map_at_100
value: 35.847
verified: no, type: map_at_1000
value: 36.086
verified: no, type: map_at_3
value: 31.563999999999997
verified: no, type: map_at_5
value: 32.903999999999996
verified: no, type: mrr_at_1
value: 30.830000000000002
verified: no, type: mrr_at_10
value: 38.719
verified: no, type: mrr_at_100
value: 39.678999999999995
verified: no, type: mrr_at_1000
value: 39.741
verified: no, type: mrr_at_3
value: 36.265
verified: no, type: mrr_at_5
value: 37.599
verified: no, type: ndcg_at_1
value: 30.830000000000002
verified: no, type: ndcg_at_10
value: 39.997
verified: no, type: ndcg_at_100
value: 45.537
verified: no, type: ndcg_at_1000
value: 48.296
verified: no, type: ndcg_at_3
value: 35.429
verified: no, type: ndcg_at_5
value: 37.3
verified: no, type: precision_at_1
value: 30.830000000000002
verified: no, type: precision_at_10
value: 7.747
verified: no, type: precision_at_100
value: 1.516
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 16.601
verified: no, type: precision_at_5
value: 11.818
verified: no, type: recall_at_1
value: 25.514
verified: no, type: recall_at_10
value: 50.71600000000001
verified: no, type: recall_at_100
value: 75.40299999999999
verified: no, type: recall_at_1000
value: 93.10300000000001
verified: no, type: recall_at_3
value: 37.466
verified: no, type: recall_at_5
value: 42.677
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.571
verified: no, type: map_at_10
value: 28.254
verified: no, type: map_at_100
value: 29.237000000000002
verified: no, type: map_at_1000
value: 29.334
verified: no, type: map_at_3
value: 25.912000000000003
verified: no, type: map_at_5
value: 26.798
verified: no, type: mrr_at_1
value: 23.29
verified: no, type: mrr_at_10
value: 30.102
verified: no, type: mrr_at_100
value: 30.982
verified: no, type: mrr_at_1000
value: 31.051000000000002
verified: no, type: mrr_at_3
value: 27.942
verified: no, type: mrr_at_5
value: 28.848000000000003
verified: no, type: ndcg_at_1
value: 23.29
verified: no, type: ndcg_at_10
value: 32.726
verified: no, type: ndcg_at_100
value: 37.644
verified: no, type: ndcg_at_1000
value: 40.161
verified: no, type: ndcg_at_3
value: 27.91
verified: no, type: ndcg_at_5
value: 29.461
verified: no, type: precision_at_1
value: 23.29
verified: no, type: precision_at_10
value: 5.213
verified: no, type: precision_at_100
value: 0.828
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 11.583
verified: no, type: precision_at_5
value: 7.8740000000000006
verified: no, type: recall_at_1
value: 21.571
verified: no, type: recall_at_10
value: 44.809
verified: no, type: recall_at_100
value: 67.74900000000001
verified: no, type: recall_at_1000
value: 86.60799999999999
verified: no, type: recall_at_3
value: 31.627
verified: no, type: recall_at_5
value: 35.391
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.953
verified: no, type: map_at_10
value: 17.183
verified: no, type: map_at_100
value: 18.926000000000002
verified: no, type: map_at_1000
value: 19.105
verified: no, type: map_at_3
value: 14.308000000000002
verified: no, type: map_at_5
value: 15.738
verified: no, type: mrr_at_1
value: 22.02
verified: no, type: mrr_at_10
value: 33.181
verified: no, type: mrr_at_100
value: 34.357
verified: no, type: mrr_at_1000
value: 34.398
verified: no, type: mrr_at_3
value: 29.793999999999997
verified: no, type: mrr_at_5
value: 31.817
verified: no, type: ndcg_at_1
value: 22.02
verified: no, type: ndcg_at_10
value: 24.712
verified: no, type: ndcg_at_100
value: 32.025
verified: no, type: ndcg_at_1000
value: 35.437000000000005
verified: no, type: ndcg_at_3
value: 19.852
verified: no, type: ndcg_at_5
value: 21.565
verified: no, type: precision_at_1
value: 22.02
verified: no, type: precision_at_10
value: 7.779
verified: no, type: precision_at_100
value: 1.554
verified: no, type: precision_at_1000
value: 0.219
verified: no, type: precision_at_3
value: 14.832
verified: no, type: precision_at_5
value: 11.453000000000001
verified: no, type: recall_at_1
value: 9.953
verified: no, type: recall_at_10
value: 30.375000000000004
verified: no, type: recall_at_100
value: 55.737
verified: no, type: recall_at_1000
value: 75.071
verified: no, type: recall_at_3
value: 18.529999999999998
verified: no, type: recall_at_5
value: 23.313
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.651
verified: no, type: map_at_10
value: 19.674
verified: no, type: map_at_100
value: 27.855999999999998
verified: no, type: map_at_1000
value: 29.348000000000003
verified: no, type: map_at_3
value: 14.247000000000002
verified: no, type: map_at_5
value: 16.453
verified: no, type: mrr_at_1
value: 61.75000000000001
verified: no, type: mrr_at_10
value: 71.329
verified: no, type: mrr_at_100
value: 71.69200000000001
verified: no, type: mrr_at_1000
value: 71.699
verified: no, type: mrr_at_3
value: 69.042
verified: no, type: mrr_at_5
value: 70.679
verified: no, type: ndcg_at_1
value: 50.125
verified: no, type: ndcg_at_10
value: 40.199
verified: no, type: ndcg_at_100
value: 45.378
verified: no, type: ndcg_at_1000
value: 52.376999999999995
verified: no, type: ndcg_at_3
value: 44.342
verified: no, type: ndcg_at_5
value: 41.730000000000004
verified: no, type: precision_at_1
value: 61.75000000000001
verified: no, type: precision_at_10
value: 32.2
verified: no, type: precision_at_100
value: 10.298
verified: no, type: precision_at_1000
value: 1.984
verified: no, type: precision_at_3
value: 48.667
verified: no, type: precision_at_5
value: 40.5
verified: no, type: recall_at_1
value: 8.651
verified: no, type: recall_at_10
value: 25.607000000000003
verified: no, type: recall_at_100
value: 53.062
verified: no, type: recall_at_1000
value: 74.717
verified: no, type: recall_at_3
value: 15.661
verified: no, type: recall_at_5
value: 19.409000000000002
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 47.64500000000001
verified: no, type: f1
value: 43.71011316507787
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 54.613
verified: no, type: map_at_10
value: 68.02
verified: no, type: map_at_100
value: 68.366
verified: no, type: map_at_1000
value: 68.379
verified: no, type: map_at_3
value: 65.753
verified: no, type: map_at_5
value: 67.242
verified: no, type: mrr_at_1
value: 59.001000000000005
verified: no, type: mrr_at_10
value: 72.318
verified: no, type: mrr_at_100
value: 72.558
verified: no, type: mrr_at_1000
value: 72.56099999999999
verified: no, type: mrr_at_3
value: 70.22699999999999
verified: no, type: mrr_at_5
value: 71.655
verified: no, type: ndcg_at_1
value: 59.001000000000005
verified: no, type: ndcg_at_10
value: 74.386
verified: no, type: ndcg_at_100
value: 75.763
verified: no, type: ndcg_at_1000
value: 76.03
verified: no, type: ndcg_at_3
value: 70.216
verified: no, type: ndcg_at_5
value: 72.697
verified: no, type: precision_at_1
value: 59.001000000000005
verified: no, type: precision_at_10
value: 9.844
verified: no, type: precision_at_100
value: 1.068
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 28.523
verified: no, type: precision_at_5
value: 18.491
verified: no, type: recall_at_1
value: 54.613
verified: no, type: recall_at_10
value: 89.669
verified: no, type: recall_at_100
value: 95.387
verified: no, type: recall_at_1000
value: 97.129
verified: no, type: recall_at_3
value: 78.54100000000001
verified: no, type: recall_at_5
value: 84.637
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.348
verified: no, type: map_at_10
value: 32.464999999999996
verified: no, type: map_at_100
value: 34.235
verified: no, type: map_at_1000
value: 34.410000000000004
verified: no, type: map_at_3
value: 28.109
verified: no, type: map_at_5
value: 30.634
verified: no, type: mrr_at_1
value: 38.889
verified: no, type: mrr_at_10
value: 47.131
verified: no, type: mrr_at_100
value: 48.107
verified: no, type: mrr_at_1000
value: 48.138
verified: no, type: mrr_at_3
value: 44.599
verified: no, type: mrr_at_5
value: 46.181
verified: no, type: ndcg_at_1
value: 38.889
verified: no, type: ndcg_at_10
value: 39.86
verified: no, type: ndcg_at_100
value: 46.619
verified: no, type: ndcg_at_1000
value: 49.525999999999996
verified: no, type: ndcg_at_3
value: 35.768
verified: no, type: ndcg_at_5
value: 37.4
verified: no, type: precision_at_1
value: 38.889
verified: no, type: precision_at_10
value: 11.003
verified: no, type: precision_at_100
value: 1.796
verified: no, type: precision_at_1000
value: 0.233
verified: no, type: precision_at_3
value: 23.714
verified: no, type: precision_at_5
value: 17.901
verified: no, type: recall_at_1
value: 20.348
verified: no, type: recall_at_10
value: 46.781
verified: no, type: recall_at_100
value: 71.937
verified: no, type: recall_at_1000
value: 89.18599999999999
verified: no, type: recall_at_3
value: 32.16
verified: no, type: recall_at_5
value: 38.81
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 37.198
verified: no, type: map_at_10
value: 54.065
verified: no, type: map_at_100
value: 54.984
verified: no, type: map_at_1000
value: 55.05
verified: no, type: map_at_3
value: 50.758
verified: no, type: map_at_5
value: 52.758
verified: no, type: mrr_at_1
value: 74.396
verified: no, type: mrr_at_10
value: 81.352
verified: no, type: mrr_at_100
value: 81.562
verified: no, type: mrr_at_1000
value: 81.57
verified: no, type: mrr_at_3
value: 80.30199999999999
verified: no, type: mrr_at_5
value: 80.963
verified: no, type: ndcg_at_1
value: 74.396
verified: no, type: ndcg_at_10
value: 63.70099999999999
verified: no, type: ndcg_at_100
value: 66.874
verified: no, type: ndcg_at_1000
value: 68.171
verified: no, type: ndcg_at_3
value: 58.916999999999994
verified: no, type: ndcg_at_5
value: 61.495999999999995
verified: no, type: precision_at_1
value: 74.396
verified: no, type: precision_at_10
value: 13.228000000000002
verified: no, type: precision_at_100
value: 1.569
verified: no, type: precision_at_1000
value: 0.174
verified: no, type: precision_at_3
value: 37.007
verified: no, type: precision_at_5
value: 24.248
verified: no, type: recall_at_1
value: 37.198
verified: no, type: recall_at_10
value: 66.13799999999999
verified: no, type: recall_at_100
value: 78.45400000000001
verified: no, type: recall_at_1000
value: 87.04899999999999
verified: no, type: recall_at_3
value: 55.510000000000005
verified: no, type: recall_at_5
value: 60.621
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 86.32240000000002
verified: no, type: ap
value: 81.37708984744188
verified: no, type: f1
value: 86.29645005523952
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 16.402
verified: no, type: map_at_10
value: 28.097
verified: no, type: map_at_100
value: 29.421999999999997
verified: no, type: map_at_1000
value: 29.476999999999997
verified: no, type: map_at_3
value: 24.015
verified: no, type: map_at_5
value: 26.316
verified: no, type: mrr_at_1
value: 16.905
verified: no, type: mrr_at_10
value: 28.573999999999998
verified: no, type: mrr_at_100
value: 29.862
verified: no, type: mrr_at_1000
value: 29.912
verified: no, type: mrr_at_3
value: 24.589
verified: no, type: mrr_at_5
value: 26.851000000000003
verified: no, type: ndcg_at_1
value: 16.905
verified: no, type: ndcg_at_10
value: 34.99
verified: no, type: ndcg_at_100
value: 41.419
verified: no, type: ndcg_at_1000
value: 42.815999999999995
verified: no, type: ndcg_at_3
value: 26.695
verified: no, type: ndcg_at_5
value: 30.789
verified: no, type: precision_at_1
value: 16.905
verified: no, type: precision_at_10
value: 5.891
verified: no, type: precision_at_100
value: 0.91
verified: no, type: precision_at_1000
value: 0.10300000000000001
verified: no, type: precision_at_3
value: 11.724
verified: no, type: precision_at_5
value: 9.097
verified: no, type: recall_at_1
value: 16.402
verified: no, type: recall_at_10
value: 56.462999999999994
verified: no, type: recall_at_100
value: 86.246
verified: no, type: recall_at_1000
value: 96.926
verified: no, type: recall_at_3
value: 33.897
verified: no, type: recall_at_5
value: 43.718
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 92.35978112175103
verified: no, type: f1
value: 92.04704651024416
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 65.20063839489283
verified: no, type: f1
value: 45.34047546059121
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 67.74714189643578
verified: no, type: f1
value: 65.36156843270334
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 74.03160726294554
verified: no, type: f1
value: 73.42899064973165
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 31.347360980344476
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-s2s
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 29.56022733162805
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.60132765358296
verified: no, type: mrr
value: 31.710892632824468
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.827999999999999
verified: no, type: map_at_10
value: 13.547
verified: no, type: map_at_100
value: 16.869
verified: no, type: map_at_1000
value: 18.242
verified: no, type: map_at_3
value: 9.917
verified: no, type: map_at_5
value: 11.648
verified: no, type: mrr_at_1
value: 46.44
verified: no, type: mrr_at_10
value: 55.062
verified: no, type: mrr_at_100
value: 55.513999999999996
verified: no, type: mrr_at_1000
value: 55.564
verified: no, type: mrr_at_3
value: 52.735
verified: no, type: mrr_at_5
value: 54.391
verified: no, type: ndcg_at_1
value: 44.582
verified: no, type: ndcg_at_10
value: 35.684
verified: no, type: ndcg_at_100
value: 31.913999999999998
verified: no, type: ndcg_at_1000
value: 40.701
verified: no, type: ndcg_at_3
value: 40.819
verified: no, type: ndcg_at_5
value: 39.117000000000004
verified: no, type: precision_at_1
value: 46.129999999999995
verified: no, type: precision_at_10
value: 26.687
verified: no, type: precision_at_100
value: 8.062
verified: no, type: precision_at_1000
value: 2.073
verified: no, type: precision_at_3
value: 38.493
verified: no, type: precision_at_5
value: 34.241
verified: no, type: recall_at_1
value: 5.827999999999999
verified: no, type: recall_at_10
value: 17.391000000000002
verified: no, type: recall_at_100
value: 31.228
verified: no, type: recall_at_1000
value: 63.943000000000005
verified: no, type: recall_at_3
value: 10.81
verified: no, type: recall_at_5
value: 13.618
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.02
verified: no, type: map_at_10
value: 40.054
verified: no, type: map_at_100
value: 41.318
verified: no, type: map_at_1000
value: 41.343999999999994
verified: no, type: map_at_3
value: 35.221999999999994
verified: no, type: map_at_5
value: 38.057
verified: no, type: mrr_at_1
value: 27.230999999999998
verified: no, type: mrr_at_10
value: 42.315999999999995
verified: no, type: mrr_at_100
value: 43.254
verified: no, type: mrr_at_1000
value: 43.272
verified: no, type: mrr_at_3
value: 38.176
verified: no, type: mrr_at_5
value: 40.64
verified: no, type: ndcg_at_1
value: 27.230999999999998
verified: no, type: ndcg_at_10
value: 48.551
verified: no, type: ndcg_at_100
value: 53.737
verified: no, type: ndcg_at_1000
value: 54.313
verified: no, type: ndcg_at_3
value: 39.367999999999995
verified: no, type: ndcg_at_5
value: 44.128
verified: no, type: precision_at_1
value: 27.230999999999998
verified: no, type: precision_at_10
value: 8.578
verified: no, type: precision_at_100
value: 1.145
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 18.704
verified: no, type: precision_at_5
value: 13.927999999999999
verified: no, type: recall_at_1
value: 24.02
verified: no, type: recall_at_10
value: 72.258
verified: no, type: recall_at_100
value: 94.489
verified: no, type: recall_at_1000
value: 98.721
verified: no, type: recall_at_3
value: 48.373
verified: no, type: recall_at_5
value: 59.388
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.476
verified: no, type: map_at_10
value: 84.41300000000001
verified: no, type: map_at_100
value: 85.036
verified: no, type: map_at_1000
value: 85.055
verified: no, type: map_at_3
value: 81.45599999999999
verified: no, type: map_at_5
value: 83.351
verified: no, type: mrr_at_1
value: 81.07
verified: no, type: mrr_at_10
value: 87.408
verified: no, type: mrr_at_100
value: 87.509
verified: no, type: mrr_at_1000
value: 87.51
verified: no, type: mrr_at_3
value: 86.432
verified: no, type: mrr_at_5
value: 87.128
verified: no, type: ndcg_at_1
value: 81.13
verified: no, type: ndcg_at_10
value: 88.18599999999999
verified: no, type: ndcg_at_100
value: 89.401
verified: no, type: ndcg_at_1000
value: 89.515
verified: no, type: ndcg_at_3
value: 85.332
verified: no, type: ndcg_at_5
value: 86.97
verified: no, type: precision_at_1
value: 81.13
verified: no, type: precision_at_10
value: 13.361
verified: no, type: precision_at_100
value: 1.5230000000000001
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 37.31
verified: no, type: precision_at_5
value: 24.548000000000002
verified: no, type: recall_at_1
value: 70.476
verified: no, type: recall_at_10
value: 95.3
verified: no, type: recall_at_100
value: 99.46000000000001
verified: no, type: recall_at_1000
value: 99.96000000000001
verified: no, type: recall_at_3
value: 87.057
verified: no, type: recall_at_5
value: 91.739
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 55.36775089400664
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 60.05041008018361
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.743
verified: no, type: map_at_10
value: 12.171
verified: no, type: map_at_100
value: 14.174999999999999
verified: no, type: map_at_1000
value: 14.446
verified: no, type: map_at_3
value: 8.698
verified: no, type: map_at_5
value: 10.444
verified: no, type: mrr_at_1
value: 23.400000000000002
verified: no, type: mrr_at_10
value: 34.284
verified: no, type: mrr_at_100
value: 35.400999999999996
verified: no, type: mrr_at_1000
value: 35.451
verified: no, type: mrr_at_3
value: 31.167
verified: no, type: mrr_at_5
value: 32.946999999999996
verified: no, type: ndcg_at_1
value: 23.400000000000002
verified: no, type: ndcg_at_10
value: 20.169999999999998
verified: no, type: ndcg_at_100
value: 27.967
verified: no, type: ndcg_at_1000
value: 32.982
verified: no, type: ndcg_at_3
value: 19.308
verified: no, type: ndcg_at_5
value: 16.837
verified: no, type: precision_at_1
value: 23.400000000000002
verified: no, type: precision_at_10
value: 10.41
verified: no, type: precision_at_100
value: 2.162
verified: no, type: precision_at_1000
value: 0.338
verified: no, type: precision_at_3
value: 18.067
verified: no, type: precision_at_5
value: 14.78
verified: no, type: recall_at_1
value: 4.743
verified: no, type: recall_at_10
value: 21.098
verified: no, type: recall_at_100
value: 43.85
verified: no, type: recall_at_1000
value: 68.60000000000001
verified: no, type: recall_at_3
value: 10.993
verified: no, type: recall_at_5
value: 14.998000000000001
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 81.129376905658
verified: no, type: cos_sim_spearman
value: 74.18938626206575
verified: no, type: euclidean_pearson
value: 77.95192851803141
verified: no, type: euclidean_spearman
value: 74.18938626206575
verified: no, type: manhattan_pearson
value: 77.97718819383338
verified: no, type: manhattan_spearman
value: 74.20580317409417
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 78.36913772828827
verified: no, type: cos_sim_spearman
value: 73.22311186990363
verified: no, type: euclidean_pearson
value: 74.45263405031004
verified: no, type: euclidean_spearman
value: 73.22311186990363
verified: no, type: manhattan_pearson
value: 74.56201270071791
verified: no, type: manhattan_spearman
value: 73.26490493774821
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 84.79920796384403
verified: no, type: cos_sim_spearman
value: 84.77145185366201
verified: no, type: euclidean_pearson
value: 83.90638366191354
verified: no, type: euclidean_spearman
value: 84.77145185366201
verified: no, type: manhattan_pearson
value: 83.83788216629048
verified: no, type: manhattan_spearman
value: 84.70515987131665
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 83.18883765092875
verified: no, type: cos_sim_spearman
value: 79.9948128016449
verified: no, type: euclidean_pearson
value: 81.57436738666773
verified: no, type: euclidean_spearman
value: 79.9948128016449
verified: no, type: manhattan_pearson
value: 81.55274202648187
verified: no, type: manhattan_spearman
value: 79.99854975019382
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 86.89669110871021
verified: no, type: cos_sim_spearman
value: 87.26758456901442
verified: no, type: euclidean_pearson
value: 86.62614163641416
verified: no, type: euclidean_spearman
value: 87.26758456901442
verified: no, type: manhattan_pearson
value: 86.58584490012353
verified: no, type: manhattan_spearman
value: 87.20340001562076
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 81.983023415916
verified: no, type: cos_sim_spearman
value: 82.31169002657151
verified: no, type: euclidean_pearson
value: 81.52305092886222
verified: no, type: euclidean_spearman
value: 82.31169002657151
verified: no, type: manhattan_pearson
value: 81.63024996600281
verified: no, type: manhattan_spearman
value: 82.44579116264026
verified: no, task: type: STS
dataset: type: mteb/sts17-crosslingual-sts
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 89.27779520541694
verified: no, type: cos_sim_spearman
value: 89.54137104681308
verified: no, type: euclidean_pearson
value: 88.99136079955996
verified: no, type: euclidean_spearman
value: 89.54137104681308
verified: no, type: manhattan_pearson
value: 88.95980417618277
verified: no, type: manhattan_spearman
value: 89.55178819334718
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 66.50806758829178
verified: no, type: cos_sim_spearman
value: 65.92675365587571
verified: no, type: euclidean_pearson
value: 67.09216876696559
verified: no, type: euclidean_spearman
value: 65.92675365587571
verified: no, type: manhattan_pearson
value: 67.37398716891478
verified: no, type: manhattan_spearman
value: 66.34811143508206
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 84.557575753862
verified: no, type: cos_sim_spearman
value: 83.95859527071087
verified: no, type: euclidean_pearson
value: 83.77287626715369
verified: no, type: euclidean_spearman
value: 83.95859527071087
verified: no, type: manhattan_pearson
value: 83.7898033034244
verified: no, type: manhattan_spearman
value: 83.94860981294184
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 79.90679624144718
verified: no, type: mrr
value: 94.33150183150182
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 56.81699999999999
verified: no, type: map_at_10
value: 67.301
verified: no, type: map_at_100
value: 67.73599999999999
verified: no, type: map_at_1000
value: 67.757
verified: no, type: map_at_3
value: 64.865
verified: no, type: map_at_5
value: 66.193
verified: no, type: mrr_at_1
value: 59.667
verified: no, type: mrr_at_10
value: 68.324
verified: no, type: mrr_at_100
value: 68.66
verified: no, type: mrr_at_1000
value: 68.676
verified: no, type: mrr_at_3
value: 66.556
verified: no, type: mrr_at_5
value: 67.472
verified: no, type: ndcg_at_1
value: 59.667
verified: no, type: ndcg_at_10
value: 71.982
verified: no, type: ndcg_at_100
value: 74.149
verified: no, type: ndcg_at_1000
value: 74.60799999999999
verified: no, type: ndcg_at_3
value: 67.796
verified: no, type: ndcg_at_5
value: 69.64099999999999
verified: no, type: precision_at_1
value: 59.667
verified: no, type: precision_at_10
value: 9.633
verified: no, type: precision_at_100
value: 1.08
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 26.889000000000003
verified: no, type: precision_at_5
value: 17.467
verified: no, type: recall_at_1
value: 56.81699999999999
verified: no, type: recall_at_10
value: 85.18900000000001
verified: no, type: recall_at_100
value: 95.6
verified: no, type: recall_at_1000
value: 99
verified: no, type: recall_at_3
value: 73.617
verified: no, type: recall_at_5
value: 78.444
verified: no, task: type: PairClassification
dataset: type: mteb/sprintduplicatequestions-pairclassification
name: MTEB SprintDuplicateQuestions
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.83465346534653
verified: no, type: cos_sim_ap
value: 95.93387984443646
verified: no, type: cos_sim_f1
value: 91.49261334691798
verified: no, type: cos_sim_precision
value: 93.25025960539979
verified: no, type: cos_sim_recall
value: 89.8
verified: no, type: dot_accuracy
value: 99.83465346534653
verified: no, type: dot_ap
value: 95.93389375761485
verified: no, type: dot_f1
value: 91.49261334691798
verified: no, type: dot_precision
value: 93.25025960539979
verified: no, type: dot_recall
value: 89.8
verified: no, type: euclidean_accuracy
value: 99.83465346534653
verified: no, type: euclidean_ap
value: 95.93389375761487
verified: no, type: euclidean_f1
value: 91.49261334691798
verified: no, type: euclidean_precision
value: 93.25025960539979
verified: no, type: euclidean_recall
value: 89.8
verified: no, type: manhattan_accuracy
value: 99.83564356435643
verified: no, type: manhattan_ap
value: 95.89877504534601
verified: no, type: manhattan_f1
value: 91.53061224489795
verified: no, type: manhattan_precision
value: 93.4375
verified: no, type: manhattan_recall
value: 89.7
verified: no, type: max_accuracy
value: 99.83564356435643
verified: no, type: max_ap
value: 95.93389375761487
verified: no, type: max_f1
value: 91.53061224489795
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 62.2780055191805
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 33.94461701798904
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 49.865789666749535
verified: no, type: mrr
value: 50.61783804430863
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 29.97703436199298
verified: no, type: cos_sim_spearman
value: 30.71880290978946
verified: no, type: dot_pearson
value: 29.977036284086818
verified: no, type: dot_spearman
value: 30.71880290978946
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.22799999999999998
verified: no, type: map_at_10
value: 1.559
verified: no, type: map_at_100
value: 8.866
verified: no, type: map_at_1000
value: 23.071
verified: no, type: map_at_3
value: 0.592
verified: no, type: map_at_5
value: 0.906
verified: no, type: mrr_at_1
value: 84
verified: no, type: mrr_at_10
value: 88.567
verified: no, type: mrr_at_100
value: 88.748
verified: no, type: mrr_at_1000
value: 88.748
verified: no, type: mrr_at_3
value: 87.667
verified: no, type: mrr_at_5
value: 88.067
verified: no, type: ndcg_at_1
value: 73
verified: no, type: ndcg_at_10
value: 62.202999999999996
verified: no, type: ndcg_at_100
value: 49.66
verified: no, type: ndcg_at_1000
value: 48.760999999999996
verified: no, type: ndcg_at_3
value: 67.52
verified: no, type: ndcg_at_5
value: 64.80799999999999
verified: no, type: precision_at_1
value: 84
verified: no, type: precision_at_10
value: 65.4
verified: no, type: precision_at_100
value: 51.72
verified: no, type: precision_at_1000
value: 22.014
verified: no, type: precision_at_3
value: 74
verified: no, type: precision_at_5
value: 69.19999999999999
verified: no, type: recall_at_1
value: 0.22799999999999998
verified: no, type: recall_at_10
value: 1.7680000000000002
verified: no, type: recall_at_100
value: 12.581999999999999
verified: no, type: recall_at_1000
value: 46.883
verified: no, type: recall_at_3
value: 0.618
verified: no, type: recall_at_5
value: 0.9690000000000001
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.295
verified: no, type: map_at_10
value: 7.481
verified: no, type: map_at_100
value: 13.120999999999999
verified: no, type: map_at_1000
value: 14.863999999999999
verified: no, type: map_at_3
value: 3.266
verified: no, type: map_at_5
value: 4.662
verified: no, type: mrr_at_1
value: 14.285999999999998
verified: no, type: mrr_at_10
value: 31.995
verified: no, type: mrr_at_100
value: 33.415
verified: no, type: mrr_at_1000
value: 33.432
verified: no, type: mrr_at_3
value: 27.551
verified: no, type: mrr_at_5
value: 30.306
verified: no, type: ndcg_at_1
value: 11.224
verified: no, type: ndcg_at_10
value: 19.166
verified: no, type: ndcg_at_100
value: 31.86
verified: no, type: ndcg_at_1000
value: 44.668
verified: no, type: ndcg_at_3
value: 17.371
verified: no, type: ndcg_at_5
value: 18.567
verified: no, type: precision_at_1
value: 14.285999999999998
verified: no, type: precision_at_10
value: 18.98
verified: no, type: precision_at_100
value: 7.041
verified: no, type: precision_at_1000
value: 1.555
verified: no, type: precision_at_3
value: 19.728
verified: no, type: precision_at_5
value: 20.816000000000003
verified: no, type: recall_at_1
value: 1.295
verified: no, type: recall_at_10
value: 14.482000000000001
verified: no, type: recall_at_100
value: 45.149
verified: no, type: recall_at_1000
value: 84.317
verified: no, type: recall_at_3
value: 4.484
verified: no, type: recall_at_5
value: 7.7170000000000005
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 72.96340000000001
verified: no, type: ap
value: 15.62835559397026
verified: no, type: f1
value: 56.42561616707867
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 55.280135823429546
verified: no, type: f1
value: 55.61428067547153
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 45.426677723253555
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 84.57411933003517
verified: no, type: cos_sim_ap
value: 69.68254951354992
verified: no, type: cos_sim_f1
value: 65.05232416646386
verified: no, type: cos_sim_precision
value: 60.36585365853659
verified: no, type: cos_sim_recall
value: 70.52770448548813
verified: no, type: dot_accuracy
value: 84.57411933003517
verified: no, type: dot_ap
value: 69.68256519978905
verified: no, type: dot_f1
value: 65.05232416646386
verified: no, type: dot_precision
value: 60.36585365853659
verified: no, type: dot_recall
value: 70.52770448548813
verified: no, type: euclidean_accuracy
value: 84.57411933003517
verified: no, type: euclidean_ap
value: 69.6825655240522
verified: no, type: euclidean_f1
value: 65.05232416646386
verified: no, type: euclidean_precision
value: 60.36585365853659
verified: no, type: euclidean_recall
value: 70.52770448548813
verified: no, type: manhattan_accuracy
value: 84.5502771651666
verified: no, type: manhattan_ap
value: 69.61700491283233
verified: no, type: manhattan_f1
value: 64.83962148211872
verified: no, type: manhattan_precision
value: 60.68553025074765
verified: no, type: manhattan_recall
value: 69.6042216358839
verified: no, type: max_accuracy
value: 84.57411933003517
verified: no, type: max_ap
value: 69.6825655240522
verified: no, type: max_f1
value: 65.05232416646386
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 88.80350836341057
verified: no, type: cos_sim_ap
value: 85.41051415803449
verified: no, type: cos_sim_f1
value: 77.99305633329602
verified: no, type: cos_sim_precision
value: 75.70113776360607
verified: no, type: cos_sim_recall
value: 80.42808746535263
verified: no, type: dot_accuracy
value: 88.80350836341057
verified: no, type: dot_ap
value: 85.41051488820463
verified: no, type: dot_f1
value: 77.99305633329602
verified: no, type: dot_precision
value: 75.70113776360607
verified: no, type: dot_recall
value: 80.42808746535263
verified: no, type: euclidean_accuracy
value: 88.80350836341057
verified: no, type: euclidean_ap
value: 85.41051374760137
verified: no, type: euclidean_f1
value: 77.99305633329602
verified: no, type: euclidean_precision
value: 75.70113776360607
verified: no, type: euclidean_recall
value: 80.42808746535263
verified: no, type: manhattan_accuracy
value: 88.74529436876625
verified: no, type: manhattan_ap
value: 85.38380242074525
verified: no, type: manhattan_f1
value: 78.02957839746892
verified: no, type: manhattan_precision
value: 74.71466816964914
verified: no, type: manhattan_recall
value: 81.65229442562365
verified: no, type: max_accuracy
value: 88.80350836341057
verified: no, type: max_ap
value: 85.41051488820463
verified: no, type: max_f1
value: 78.02957839746892
verified: no
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Created: 2024-01-15 21:33:42