Model: mixedbread-ai/mxbai-embed-large-v1
Author: mixedbread-ai
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, onnx, safetensors, openvino, gguf, bert, feature-extraction, mteb, transformers.js, transformers, en, arxiv:2309.12871, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: mteb, transformers.js, transformers
model-index: name: mxbai-angle-large-v1
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 75.044776119403
verified: no, type: ap
value: 37.7362433623053
verified: no, type: f1
value: 68.92736573359774
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.84025000000001
verified: no, type: ap
value: 90.93190875404055
verified: no, type: f1
value: 93.8297833897293
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: 49.184
verified: no, type: f1
value: 48.74163227751588
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 41.252
verified: no, type: map_at_10
value: 57.778
verified: no, type: map_at_100
value: 58.233000000000004
verified: no, type: map_at_1000
value: 58.23700000000001
verified: no, type: map_at_3
value: 53.449999999999996
verified: no, type: map_at_5
value: 56.376000000000005
verified: no, type: mrr_at_1
value: 41.679
verified: no, type: mrr_at_10
value: 57.92699999999999
verified: no, type: mrr_at_100
value: 58.389
verified: no, type: mrr_at_1000
value: 58.391999999999996
verified: no, type: mrr_at_3
value: 53.651
verified: no, type: mrr_at_5
value: 56.521
verified: no, type: ndcg_at_1
value: 41.252
verified: no, type: ndcg_at_10
value: 66.018
verified: no, type: ndcg_at_100
value: 67.774
verified: no, type: ndcg_at_1000
value: 67.84400000000001
verified: no, type: ndcg_at_3
value: 57.372
verified: no, type: ndcg_at_5
value: 62.646
verified: no, type: precision_at_1
value: 41.252
verified: no, type: precision_at_10
value: 9.189
verified: no, type: precision_at_100
value: 0.991
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 22.902
verified: no, type: precision_at_5
value: 16.302
verified: no, type: recall_at_1
value: 41.252
verified: no, type: recall_at_10
value: 91.892
verified: no, type: recall_at_100
value: 99.14699999999999
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 68.706
verified: no, type: recall_at_5
value: 81.50800000000001
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: 48.97294504317859
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: 42.98071077674629
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 65.16477858490782
verified: no, type: mrr
value: 78.23583080508287
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: 89.6277629421789
verified: no, type: cos_sim_spearman
value: 88.4056288400568
verified: no, type: euclidean_pearson
value: 87.94871847578163
verified: no, type: euclidean_spearman
value: 88.4056288400568
verified: no, type: manhattan_pearson
value: 87.73271254229648
verified: no, type: manhattan_spearman
value: 87.91826833762677
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 87.81818181818181
verified: no, type: f1
value: 87.79879337316918
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: 39.91773608582761
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: 36.73059477462478
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.745999999999995
verified: no, type: map_at_10
value: 43.632
verified: no, type: map_at_100
value: 45.206
verified: no, type: map_at_1000
value: 45.341
verified: no, type: map_at_3
value: 39.956
verified: no, type: map_at_5
value: 42.031
verified: no, type: mrr_at_1
value: 39.485
verified: no, type: mrr_at_10
value: 49.537
verified: no, type: mrr_at_100
value: 50.249
verified: no, type: mrr_at_1000
value: 50.294000000000004
verified: no, type: mrr_at_3
value: 46.757
verified: no, type: mrr_at_5
value: 48.481
verified: no, type: ndcg_at_1
value: 39.485
verified: no, type: ndcg_at_10
value: 50.058
verified: no, type: ndcg_at_100
value: 55.586
verified: no, type: ndcg_at_1000
value: 57.511
verified: no, type: ndcg_at_3
value: 44.786
verified: no, type: ndcg_at_5
value: 47.339999999999996
verified: no, type: precision_at_1
value: 39.485
verified: no, type: precision_at_10
value: 9.557
verified: no, type: precision_at_100
value: 1.552
verified: no, type: precision_at_1000
value: 0.202
verified: no, type: precision_at_3
value: 21.412
verified: no, type: precision_at_5
value: 15.479000000000001
verified: no, type: recall_at_1
value: 32.745999999999995
verified: no, type: recall_at_10
value: 62.056
verified: no, type: recall_at_100
value: 85.088
verified: no, type: recall_at_1000
value: 96.952
verified: no, type: recall_at_3
value: 46.959
verified: no, type: recall_at_5
value: 54.06999999999999
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.898
verified: no, type: map_at_10
value: 42.142
verified: no, type: map_at_100
value: 43.349
verified: no, type: map_at_1000
value: 43.483
verified: no, type: map_at_3
value: 39.18
verified: no, type: map_at_5
value: 40.733000000000004
verified: no, type: mrr_at_1
value: 39.617999999999995
verified: no, type: mrr_at_10
value: 47.922
verified: no, type: mrr_at_100
value: 48.547000000000004
verified: no, type: mrr_at_1000
value: 48.597
verified: no, type: mrr_at_3
value: 45.86
verified: no, type: mrr_at_5
value: 46.949000000000005
verified: no, type: ndcg_at_1
value: 39.617999999999995
verified: no, type: ndcg_at_10
value: 47.739
verified: no, type: ndcg_at_100
value: 51.934999999999995
verified: no, type: ndcg_at_1000
value: 54.007000000000005
verified: no, type: ndcg_at_3
value: 43.748
verified: no, type: ndcg_at_5
value: 45.345
verified: no, type: precision_at_1
value: 39.617999999999995
verified: no, type: precision_at_10
value: 8.962
verified: no, type: precision_at_100
value: 1.436
verified: no, type: precision_at_1000
value: 0.192
verified: no, type: precision_at_3
value: 21.083
verified: no, type: precision_at_5
value: 14.752
verified: no, type: recall_at_1
value: 31.898
verified: no, type: recall_at_10
value: 57.587999999999994
verified: no, type: recall_at_100
value: 75.323
verified: no, type: recall_at_1000
value: 88.304
verified: no, type: recall_at_3
value: 45.275
verified: no, type: recall_at_5
value: 49.99
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.458
verified: no, type: map_at_10
value: 52.942
verified: no, type: map_at_100
value: 53.974
verified: no, type: map_at_1000
value: 54.031
verified: no, type: map_at_3
value: 49.559999999999995
verified: no, type: map_at_5
value: 51.408
verified: no, type: mrr_at_1
value: 46.27
verified: no, type: mrr_at_10
value: 56.31699999999999
verified: no, type: mrr_at_100
value: 56.95099999999999
verified: no, type: mrr_at_1000
value: 56.98
verified: no, type: mrr_at_3
value: 53.835
verified: no, type: mrr_at_5
value: 55.252
verified: no, type: ndcg_at_1
value: 46.27
verified: no, type: ndcg_at_10
value: 58.964000000000006
verified: no, type: ndcg_at_100
value: 62.875
verified: no, type: ndcg_at_1000
value: 63.969
verified: no, type: ndcg_at_3
value: 53.297000000000004
verified: no, type: ndcg_at_5
value: 55.938
verified: no, type: precision_at_1
value: 46.27
verified: no, type: precision_at_10
value: 9.549000000000001
verified: no, type: precision_at_100
value: 1.2409999999999999
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 23.762
verified: no, type: precision_at_5
value: 16.262999999999998
verified: no, type: recall_at_1
value: 40.458
verified: no, type: recall_at_10
value: 73.446
verified: no, type: recall_at_100
value: 90.12400000000001
verified: no, type: recall_at_1000
value: 97.795
verified: no, type: recall_at_3
value: 58.123000000000005
verified: no, type: recall_at_5
value: 64.68
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.443
verified: no, type: map_at_10
value: 36.081
verified: no, type: map_at_100
value: 37.163000000000004
verified: no, type: map_at_1000
value: 37.232
verified: no, type: map_at_3
value: 33.308
verified: no, type: map_at_5
value: 34.724
verified: no, type: mrr_at_1
value: 29.492
verified: no, type: mrr_at_10
value: 38.138
verified: no, type: mrr_at_100
value: 39.065
verified: no, type: mrr_at_1000
value: 39.119
verified: no, type: mrr_at_3
value: 35.593
verified: no, type: mrr_at_5
value: 36.785000000000004
verified: no, type: ndcg_at_1
value: 29.492
verified: no, type: ndcg_at_10
value: 41.134
verified: no, type: ndcg_at_100
value: 46.300999999999995
verified: no, type: ndcg_at_1000
value: 48.106
verified: no, type: ndcg_at_3
value: 35.77
verified: no, type: ndcg_at_5
value: 38.032
verified: no, type: precision_at_1
value: 29.492
verified: no, type: precision_at_10
value: 6.249
verified: no, type: precision_at_100
value: 0.9299999999999999
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 15.065999999999999
verified: no, type: precision_at_5
value: 10.373000000000001
verified: no, type: recall_at_1
value: 27.443
verified: no, type: recall_at_10
value: 54.80199999999999
verified: no, type: recall_at_100
value: 78.21900000000001
verified: no, type: recall_at_1000
value: 91.751
verified: no, type: recall_at_3
value: 40.211000000000006
verified: no, type: recall_at_5
value: 45.599000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.731
verified: no, type: map_at_10
value: 26.717999999999996
verified: no, type: map_at_100
value: 27.897
verified: no, type: map_at_1000
value: 28.029
verified: no, type: map_at_3
value: 23.91
verified: no, type: map_at_5
value: 25.455
verified: no, type: mrr_at_1
value: 23.134
verified: no, type: mrr_at_10
value: 31.769
verified: no, type: mrr_at_100
value: 32.634
verified: no, type: mrr_at_1000
value: 32.707
verified: no, type: mrr_at_3
value: 28.938999999999997
verified: no, type: mrr_at_5
value: 30.531000000000002
verified: no, type: ndcg_at_1
value: 23.134
verified: no, type: ndcg_at_10
value: 32.249
verified: no, type: ndcg_at_100
value: 37.678
verified: no, type: ndcg_at_1000
value: 40.589999999999996
verified: no, type: ndcg_at_3
value: 26.985999999999997
verified: no, type: ndcg_at_5
value: 29.457
verified: no, type: precision_at_1
value: 23.134
verified: no, type: precision_at_10
value: 5.8709999999999996
verified: no, type: precision_at_100
value: 0.988
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 12.852
verified: no, type: precision_at_5
value: 9.428
verified: no, type: recall_at_1
value: 18.731
verified: no, type: recall_at_10
value: 44.419
verified: no, type: recall_at_100
value: 67.851
verified: no, type: recall_at_1000
value: 88.103
verified: no, type: recall_at_3
value: 29.919
verified: no, type: recall_at_5
value: 36.230000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.324
verified: no, type: map_at_10
value: 41.265
verified: no, type: map_at_100
value: 42.559000000000005
verified: no, type: map_at_1000
value: 42.669000000000004
verified: no, type: map_at_3
value: 38.138
verified: no, type: map_at_5
value: 39.881
verified: no, type: mrr_at_1
value: 36.67
verified: no, type: mrr_at_10
value: 46.774
verified: no, type: mrr_at_100
value: 47.554
verified: no, type: mrr_at_1000
value: 47.593
verified: no, type: mrr_at_3
value: 44.338
verified: no, type: mrr_at_5
value: 45.723
verified: no, type: ndcg_at_1
value: 36.67
verified: no, type: ndcg_at_10
value: 47.367
verified: no, type: ndcg_at_100
value: 52.623
verified: no, type: ndcg_at_1000
value: 54.59
verified: no, type: ndcg_at_3
value: 42.323
verified: no, type: ndcg_at_5
value: 44.727
verified: no, type: precision_at_1
value: 36.67
verified: no, type: precision_at_10
value: 8.518
verified: no, type: precision_at_100
value: 1.2890000000000001
verified: no, type: precision_at_1000
value: 0.163
verified: no, type: precision_at_3
value: 19.955000000000002
verified: no, type: precision_at_5
value: 14.11
verified: no, type: recall_at_1
value: 30.324
verified: no, type: recall_at_10
value: 59.845000000000006
verified: no, type: recall_at_100
value: 81.77499999999999
verified: no, type: recall_at_1000
value: 94.463
verified: no, type: recall_at_3
value: 46.019
verified: no, type: recall_at_5
value: 52.163000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.229
verified: no, type: map_at_10
value: 35.004000000000005
verified: no, type: map_at_100
value: 36.409000000000006
verified: no, type: map_at_1000
value: 36.521
verified: no, type: map_at_3
value: 31.793
verified: no, type: map_at_5
value: 33.432
verified: no, type: mrr_at_1
value: 30.365
verified: no, type: mrr_at_10
value: 40.502
verified: no, type: mrr_at_100
value: 41.372
verified: no, type: mrr_at_1000
value: 41.435
verified: no, type: mrr_at_3
value: 37.804
verified: no, type: mrr_at_5
value: 39.226
verified: no, type: ndcg_at_1
value: 30.365
verified: no, type: ndcg_at_10
value: 41.305
verified: no, type: ndcg_at_100
value: 47.028999999999996
verified: no, type: ndcg_at_1000
value: 49.375
verified: no, type: ndcg_at_3
value: 35.85
verified: no, type: ndcg_at_5
value: 38.12
verified: no, type: precision_at_1
value: 30.365
verified: no, type: precision_at_10
value: 7.808
verified: no, type: precision_at_100
value: 1.228
verified: no, type: precision_at_1000
value: 0.161
verified: no, type: precision_at_3
value: 17.352
verified: no, type: precision_at_5
value: 12.42
verified: no, type: recall_at_1
value: 24.229
verified: no, type: recall_at_10
value: 54.673
verified: no, type: recall_at_100
value: 78.766
verified: no, type: recall_at_1000
value: 94.625
verified: no, type: recall_at_3
value: 39.602
verified: no, type: recall_at_5
value: 45.558
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.695
verified: no, type: map_at_10
value: 36.0895
verified: no, type: map_at_100
value: 37.309416666666664
verified: no, type: map_at_1000
value: 37.42558333333334
verified: no, type: map_at_3
value: 33.19616666666666
verified: no, type: map_at_5
value: 34.78641666666667
verified: no, type: mrr_at_1
value: 31.486083333333337
verified: no, type: mrr_at_10
value: 40.34774999999999
verified: no, type: mrr_at_100
value: 41.17533333333333
verified: no, type: mrr_at_1000
value: 41.231583333333326
verified: no, type: mrr_at_3
value: 37.90075
verified: no, type: mrr_at_5
value: 39.266999999999996
verified: no, type: ndcg_at_1
value: 31.486083333333337
verified: no, type: ndcg_at_10
value: 41.60433333333334
verified: no, type: ndcg_at_100
value: 46.74525
verified: no, type: ndcg_at_1000
value: 48.96166666666667
verified: no, type: ndcg_at_3
value: 36.68825
verified: no, type: ndcg_at_5
value: 38.966499999999996
verified: no, type: precision_at_1
value: 31.486083333333337
verified: no, type: precision_at_10
value: 7.29675
verified: no, type: precision_at_100
value: 1.1621666666666666
verified: no, type: precision_at_1000
value: 0.1545
verified: no, type: precision_at_3
value: 16.8815
verified: no, type: precision_at_5
value: 11.974583333333333
verified: no, type: recall_at_1
value: 26.695
verified: no, type: recall_at_10
value: 53.651916666666665
verified: no, type: recall_at_100
value: 76.12083333333332
verified: no, type: recall_at_1000
value: 91.31191666666668
verified: no, type: recall_at_3
value: 40.03575
verified: no, type: recall_at_5
value: 45.876666666666665
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.668000000000003
verified: no, type: map_at_10
value: 32.486
verified: no, type: map_at_100
value: 33.371
verified: no, type: map_at_1000
value: 33.458
verified: no, type: map_at_3
value: 30.261
verified: no, type: map_at_5
value: 31.418000000000003
verified: no, type: mrr_at_1
value: 28.988000000000003
verified: no, type: mrr_at_10
value: 35.414
verified: no, type: mrr_at_100
value: 36.149
verified: no, type: mrr_at_1000
value: 36.215
verified: no, type: mrr_at_3
value: 33.333
verified: no, type: mrr_at_5
value: 34.43
verified: no, type: ndcg_at_1
value: 28.988000000000003
verified: no, type: ndcg_at_10
value: 36.732
verified: no, type: ndcg_at_100
value: 41.331
verified: no, type: ndcg_at_1000
value: 43.575
verified: no, type: ndcg_at_3
value: 32.413
verified: no, type: ndcg_at_5
value: 34.316
verified: no, type: precision_at_1
value: 28.988000000000003
verified: no, type: precision_at_10
value: 5.7059999999999995
verified: no, type: precision_at_100
value: 0.882
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 13.65
verified: no, type: precision_at_5
value: 9.417
verified: no, type: recall_at_1
value: 25.668000000000003
verified: no, type: recall_at_10
value: 47.147
verified: no, type: recall_at_100
value: 68.504
verified: no, type: recall_at_1000
value: 85.272
verified: no, type: recall_at_3
value: 35.19
verified: no, type: recall_at_5
value: 39.925
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.256
verified: no, type: map_at_10
value: 24.58
verified: no, type: map_at_100
value: 25.773000000000003
verified: no, type: map_at_1000
value: 25.899
verified: no, type: map_at_3
value: 22.236
verified: no, type: map_at_5
value: 23.507
verified: no, type: mrr_at_1
value: 20.957
verified: no, type: mrr_at_10
value: 28.416000000000004
verified: no, type: mrr_at_100
value: 29.447000000000003
verified: no, type: mrr_at_1000
value: 29.524
verified: no, type: mrr_at_3
value: 26.245
verified: no, type: mrr_at_5
value: 27.451999999999998
verified: no, type: ndcg_at_1
value: 20.957
verified: no, type: ndcg_at_10
value: 29.285
verified: no, type: ndcg_at_100
value: 35.003
verified: no, type: ndcg_at_1000
value: 37.881
verified: no, type: ndcg_at_3
value: 25.063000000000002
verified: no, type: ndcg_at_5
value: 26.983
verified: no, type: precision_at_1
value: 20.957
verified: no, type: precision_at_10
value: 5.344
verified: no, type: precision_at_100
value: 0.958
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 11.918
verified: no, type: precision_at_5
value: 8.596
verified: no, type: recall_at_1
value: 17.256
verified: no, type: recall_at_10
value: 39.644
verified: no, type: recall_at_100
value: 65.279
verified: no, type: recall_at_1000
value: 85.693
verified: no, type: recall_at_3
value: 27.825
verified: no, type: recall_at_5
value: 32.792
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.700000000000003
verified: no, type: map_at_10
value: 36.205999999999996
verified: no, type: map_at_100
value: 37.316
verified: no, type: map_at_1000
value: 37.425000000000004
verified: no, type: map_at_3
value: 33.166000000000004
verified: no, type: map_at_5
value: 35.032999999999994
verified: no, type: mrr_at_1
value: 31.436999999999998
verified: no, type: mrr_at_10
value: 40.61
verified: no, type: mrr_at_100
value: 41.415
verified: no, type: mrr_at_1000
value: 41.48
verified: no, type: mrr_at_3
value: 37.966
verified: no, type: mrr_at_5
value: 39.599000000000004
verified: no, type: ndcg_at_1
value: 31.436999999999998
verified: no, type: ndcg_at_10
value: 41.771
verified: no, type: ndcg_at_100
value: 46.784
verified: no, type: ndcg_at_1000
value: 49.183
verified: no, type: ndcg_at_3
value: 36.437000000000005
verified: no, type: ndcg_at_5
value: 39.291
verified: no, type: precision_at_1
value: 31.436999999999998
verified: no, type: precision_at_10
value: 6.987
verified: no, type: precision_at_100
value: 1.072
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 16.448999999999998
verified: no, type: precision_at_5
value: 11.866
verified: no, type: recall_at_1
value: 26.700000000000003
verified: no, type: recall_at_10
value: 54.301
verified: no, type: recall_at_100
value: 75.871
verified: no, type: recall_at_1000
value: 92.529
verified: no, type: recall_at_3
value: 40.201
verified: no, type: recall_at_5
value: 47.208
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.296
verified: no, type: map_at_10
value: 33.116
verified: no, type: map_at_100
value: 34.81
verified: no, type: map_at_1000
value: 35.032000000000004
verified: no, type: map_at_3
value: 30.105999999999998
verified: no, type: map_at_5
value: 31.839000000000002
verified: no, type: mrr_at_1
value: 29.051
verified: no, type: mrr_at_10
value: 37.803
verified: no, type: mrr_at_100
value: 38.856
verified: no, type: mrr_at_1000
value: 38.903999999999996
verified: no, type: mrr_at_3
value: 35.211
verified: no, type: mrr_at_5
value: 36.545
verified: no, type: ndcg_at_1
value: 29.051
verified: no, type: ndcg_at_10
value: 39.007
verified: no, type: ndcg_at_100
value: 45.321
verified: no, type: ndcg_at_1000
value: 47.665
verified: no, type: ndcg_at_3
value: 34.1
verified: no, type: ndcg_at_5
value: 36.437000000000005
verified: no, type: precision_at_1
value: 29.051
verified: no, type: precision_at_10
value: 7.668
verified: no, type: precision_at_100
value: 1.542
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 16.14
verified: no, type: precision_at_5
value: 11.897
verified: no, type: recall_at_1
value: 24.296
verified: no, type: recall_at_10
value: 49.85
verified: no, type: recall_at_100
value: 78.457
verified: no, type: recall_at_1000
value: 92.618
verified: no, type: recall_at_3
value: 36.138999999999996
verified: no, type: recall_at_5
value: 42.223
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.591
verified: no, type: map_at_10
value: 28.902
verified: no, type: map_at_100
value: 29.886000000000003
verified: no, type: map_at_1000
value: 29.987000000000002
verified: no, type: map_at_3
value: 26.740000000000002
verified: no, type: map_at_5
value: 27.976
verified: no, type: mrr_at_1
value: 22.366
verified: no, type: mrr_at_10
value: 30.971
verified: no, type: mrr_at_100
value: 31.865
verified: no, type: mrr_at_1000
value: 31.930999999999997
verified: no, type: mrr_at_3
value: 28.927999999999997
verified: no, type: mrr_at_5
value: 30.231
verified: no, type: ndcg_at_1
value: 22.366
verified: no, type: ndcg_at_10
value: 33.641
verified: no, type: ndcg_at_100
value: 38.477
verified: no, type: ndcg_at_1000
value: 41.088
verified: no, type: ndcg_at_3
value: 29.486
verified: no, type: ndcg_at_5
value: 31.612000000000002
verified: no, type: precision_at_1
value: 22.366
verified: no, type: precision_at_10
value: 5.3420000000000005
verified: no, type: precision_at_100
value: 0.828
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 12.939
verified: no, type: precision_at_5
value: 9.094
verified: no, type: recall_at_1
value: 20.591
verified: no, type: recall_at_10
value: 46.052
verified: no, type: recall_at_100
value: 68.193
verified: no, type: recall_at_1000
value: 87.638
verified: no, type: recall_at_3
value: 34.966
verified: no, type: recall_at_5
value: 40.082
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.091
verified: no, type: map_at_10
value: 26.38
verified: no, type: map_at_100
value: 28.421999999999997
verified: no, type: map_at_1000
value: 28.621999999999996
verified: no, type: map_at_3
value: 21.597
verified: no, type: map_at_5
value: 24.12
verified: no, type: mrr_at_1
value: 34.266999999999996
verified: no, type: mrr_at_10
value: 46.864
verified: no, type: mrr_at_100
value: 47.617
verified: no, type: mrr_at_1000
value: 47.644
verified: no, type: mrr_at_3
value: 43.312
verified: no, type: mrr_at_5
value: 45.501000000000005
verified: no, type: ndcg_at_1
value: 34.266999999999996
verified: no, type: ndcg_at_10
value: 36.095
verified: no, type: ndcg_at_100
value: 43.447
verified: no, type: ndcg_at_1000
value: 46.661
verified: no, type: ndcg_at_3
value: 29.337999999999997
verified: no, type: ndcg_at_5
value: 31.824
verified: no, type: precision_at_1
value: 34.266999999999996
verified: no, type: precision_at_10
value: 11.472
verified: no, type: precision_at_100
value: 1.944
verified: no, type: precision_at_1000
value: 0.255
verified: no, type: precision_at_3
value: 21.933
verified: no, type: precision_at_5
value: 17.224999999999998
verified: no, type: recall_at_1
value: 15.091
verified: no, type: recall_at_10
value: 43.022
verified: no, type: recall_at_100
value: 68.075
verified: no, type: recall_at_1000
value: 85.76
verified: no, type: recall_at_3
value: 26.564
verified: no, type: recall_at_5
value: 33.594
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.252
verified: no, type: map_at_10
value: 20.923
verified: no, type: map_at_100
value: 30.741000000000003
verified: no, type: map_at_1000
value: 32.542
verified: no, type: map_at_3
value: 14.442
verified: no, type: map_at_5
value: 17.399
verified: no, type: mrr_at_1
value: 70.25
verified: no, type: mrr_at_10
value: 78.17
verified: no, type: mrr_at_100
value: 78.444
verified: no, type: mrr_at_1000
value: 78.45100000000001
verified: no, type: mrr_at_3
value: 76.958
verified: no, type: mrr_at_5
value: 77.571
verified: no, type: ndcg_at_1
value: 58.375
verified: no, type: ndcg_at_10
value: 44.509
verified: no, type: ndcg_at_100
value: 49.897999999999996
verified: no, type: ndcg_at_1000
value: 57.269999999999996
verified: no, type: ndcg_at_3
value: 48.64
verified: no, type: ndcg_at_5
value: 46.697
verified: no, type: precision_at_1
value: 70.25
verified: no, type: precision_at_10
value: 36.05
verified: no, type: precision_at_100
value: 11.848
verified: no, type: precision_at_1000
value: 2.213
verified: no, type: precision_at_3
value: 52.917
verified: no, type: precision_at_5
value: 45.7
verified: no, type: recall_at_1
value: 9.252
verified: no, type: recall_at_10
value: 27.006999999999998
verified: no, type: recall_at_100
value: 57.008
verified: no, type: recall_at_1000
value: 80.697
verified: no, type: recall_at_3
value: 15.798000000000002
verified: no, type: recall_at_5
value: 20.4
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 50.88
verified: no, type: f1
value: 45.545495028653384
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 75.424
verified: no, type: map_at_10
value: 83.435
verified: no, type: map_at_100
value: 83.66900000000001
verified: no, type: map_at_1000
value: 83.685
verified: no, type: map_at_3
value: 82.39800000000001
verified: no, type: map_at_5
value: 83.07
verified: no, type: mrr_at_1
value: 81.113
verified: no, type: mrr_at_10
value: 87.77199999999999
verified: no, type: mrr_at_100
value: 87.862
verified: no, type: mrr_at_1000
value: 87.86500000000001
verified: no, type: mrr_at_3
value: 87.17099999999999
verified: no, type: mrr_at_5
value: 87.616
verified: no, type: ndcg_at_1
value: 81.113
verified: no, type: ndcg_at_10
value: 86.909
verified: no, type: ndcg_at_100
value: 87.746
verified: no, type: ndcg_at_1000
value: 88.017
verified: no, type: ndcg_at_3
value: 85.368
verified: no, type: ndcg_at_5
value: 86.28099999999999
verified: no, type: precision_at_1
value: 81.113
verified: no, type: precision_at_10
value: 10.363
verified: no, type: precision_at_100
value: 1.102
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 32.507999999999996
verified: no, type: precision_at_5
value: 20.138
verified: no, type: recall_at_1
value: 75.424
verified: no, type: recall_at_10
value: 93.258
verified: no, type: recall_at_100
value: 96.545
verified: no, type: recall_at_1000
value: 98.284
verified: no, type: recall_at_3
value: 89.083
verified: no, type: recall_at_5
value: 91.445
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.532
verified: no, type: map_at_10
value: 37.141999999999996
verified: no, type: map_at_100
value: 39.162
verified: no, type: map_at_1000
value: 39.322
verified: no, type: map_at_3
value: 32.885
verified: no, type: map_at_5
value: 35.093999999999994
verified: no, type: mrr_at_1
value: 44.29
verified: no, type: mrr_at_10
value: 53.516
verified: no, type: mrr_at_100
value: 54.24
verified: no, type: mrr_at_1000
value: 54.273
verified: no, type: mrr_at_3
value: 51.286
verified: no, type: mrr_at_5
value: 52.413
verified: no, type: ndcg_at_1
value: 44.29
verified: no, type: ndcg_at_10
value: 45.268
verified: no, type: ndcg_at_100
value: 52.125
verified: no, type: ndcg_at_1000
value: 54.778000000000006
verified: no, type: ndcg_at_3
value: 41.829
verified: no, type: ndcg_at_5
value: 42.525
verified: no, type: precision_at_1
value: 44.29
verified: no, type: precision_at_10
value: 12.5
verified: no, type: precision_at_100
value: 1.9720000000000002
verified: no, type: precision_at_1000
value: 0.245
verified: no, type: precision_at_3
value: 28.035
verified: no, type: precision_at_5
value: 20.093
verified: no, type: recall_at_1
value: 22.532
verified: no, type: recall_at_10
value: 52.419000000000004
verified: no, type: recall_at_100
value: 77.43299999999999
verified: no, type: recall_at_1000
value: 93.379
verified: no, type: recall_at_3
value: 38.629000000000005
verified: no, type: recall_at_5
value: 43.858000000000004
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 39.359
verified: no, type: map_at_10
value: 63.966
verified: no, type: map_at_100
value: 64.87
verified: no, type: map_at_1000
value: 64.92599999999999
verified: no, type: map_at_3
value: 60.409
verified: no, type: map_at_5
value: 62.627
verified: no, type: mrr_at_1
value: 78.717
verified: no, type: mrr_at_10
value: 84.468
verified: no, type: mrr_at_100
value: 84.655
verified: no, type: mrr_at_1000
value: 84.661
verified: no, type: mrr_at_3
value: 83.554
verified: no, type: mrr_at_5
value: 84.133
verified: no, type: ndcg_at_1
value: 78.717
verified: no, type: ndcg_at_10
value: 72.03399999999999
verified: no, type: ndcg_at_100
value: 75.158
verified: no, type: ndcg_at_1000
value: 76.197
verified: no, type: ndcg_at_3
value: 67.049
verified: no, type: ndcg_at_5
value: 69.808
verified: no, type: precision_at_1
value: 78.717
verified: no, type: precision_at_10
value: 15.201
verified: no, type: precision_at_100
value: 1.764
verified: no, type: precision_at_1000
value: 0.19
verified: no, type: precision_at_3
value: 43.313
verified: no, type: precision_at_5
value: 28.165000000000003
verified: no, type: recall_at_1
value: 39.359
verified: no, type: recall_at_10
value: 76.003
verified: no, type: recall_at_100
value: 88.197
verified: no, type: recall_at_1000
value: 95.003
verified: no, type: recall_at_3
value: 64.97
verified: no, type: recall_at_5
value: 70.41199999999999
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 92.83200000000001
verified: no, type: ap
value: 89.33560571859861
verified: no, type: f1
value: 92.82322915005167
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.983
verified: no, type: map_at_10
value: 34.259
verified: no, type: map_at_100
value: 35.432
verified: no, type: map_at_1000
value: 35.482
verified: no, type: map_at_3
value: 30.275999999999996
verified: no, type: map_at_5
value: 32.566
verified: no, type: mrr_at_1
value: 22.579
verified: no, type: mrr_at_10
value: 34.882999999999996
verified: no, type: mrr_at_100
value: 35.984
verified: no, type: mrr_at_1000
value: 36.028
verified: no, type: mrr_at_3
value: 30.964999999999996
verified: no, type: mrr_at_5
value: 33.245000000000005
verified: no, type: ndcg_at_1
value: 22.564
verified: no, type: ndcg_at_10
value: 41.258
verified: no, type: ndcg_at_100
value: 46.824
verified: no, type: ndcg_at_1000
value: 48.037
verified: no, type: ndcg_at_3
value: 33.17
verified: no, type: ndcg_at_5
value: 37.263000000000005
verified: no, type: precision_at_1
value: 22.564
verified: no, type: precision_at_10
value: 6.572
verified: no, type: precision_at_100
value: 0.935
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.130999999999998
verified: no, type: precision_at_5
value: 10.544
verified: no, type: recall_at_1
value: 21.983
verified: no, type: recall_at_10
value: 62.775000000000006
verified: no, type: recall_at_100
value: 88.389
verified: no, type: recall_at_1000
value: 97.603
verified: no, type: recall_at_3
value: 40.878
verified: no, type: recall_at_5
value: 50.690000000000005
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.95120839033288
verified: no, type: f1
value: 93.73824125055208
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 76.78978568171455
verified: no, type: f1
value: 57.50180552858304
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: 76.24411566913248
verified: no, type: f1
value: 74.37851403532832
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: 79.94620040349699
verified: no, type: f1
value: 80.21293397970435
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: 33.44403096245675
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: 31.659594631336812
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.53833075108798
verified: no, type: mrr
value: 33.78840823218308
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.185999999999999
verified: no, type: map_at_10
value: 15.193999999999999
verified: no, type: map_at_100
value: 19.538
verified: no, type: map_at_1000
value: 21.178
verified: no, type: map_at_3
value: 11.208
verified: no, type: map_at_5
value: 12.745999999999999
verified: no, type: mrr_at_1
value: 48.916
verified: no, type: mrr_at_10
value: 58.141
verified: no, type: mrr_at_100
value: 58.656
verified: no, type: mrr_at_1000
value: 58.684999999999995
verified: no, type: mrr_at_3
value: 55.521
verified: no, type: mrr_at_5
value: 57.239
verified: no, type: ndcg_at_1
value: 47.059
verified: no, type: ndcg_at_10
value: 38.644
verified: no, type: ndcg_at_100
value: 36.272999999999996
verified: no, type: ndcg_at_1000
value: 44.996
verified: no, type: ndcg_at_3
value: 43.293
verified: no, type: ndcg_at_5
value: 40.819
verified: no, type: precision_at_1
value: 48.916
verified: no, type: precision_at_10
value: 28.607
verified: no, type: precision_at_100
value: 9.195
verified: no, type: precision_at_1000
value: 2.225
verified: no, type: precision_at_3
value: 40.454
verified: no, type: precision_at_5
value: 34.985
verified: no, type: recall_at_1
value: 7.185999999999999
verified: no, type: recall_at_10
value: 19.654
verified: no, type: recall_at_100
value: 37.224000000000004
verified: no, type: recall_at_1000
value: 68.663
verified: no, type: recall_at_3
value: 12.158
verified: no, type: recall_at_5
value: 14.674999999999999
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.552000000000003
verified: no, type: map_at_10
value: 47.75
verified: no, type: map_at_100
value: 48.728
verified: no, type: map_at_1000
value: 48.754
verified: no, type: map_at_3
value: 43.156
verified: no, type: map_at_5
value: 45.883
verified: no, type: mrr_at_1
value: 35.66
verified: no, type: mrr_at_10
value: 50.269
verified: no, type: mrr_at_100
value: 50.974
verified: no, type: mrr_at_1000
value: 50.991
verified: no, type: mrr_at_3
value: 46.519
verified: no, type: mrr_at_5
value: 48.764
verified: no, type: ndcg_at_1
value: 35.632000000000005
verified: no, type: ndcg_at_10
value: 55.786
verified: no, type: ndcg_at_100
value: 59.748999999999995
verified: no, type: ndcg_at_1000
value: 60.339
verified: no, type: ndcg_at_3
value: 47.292
verified: no, type: ndcg_at_5
value: 51.766999999999996
verified: no, type: precision_at_1
value: 35.632000000000005
verified: no, type: precision_at_10
value: 9.267
verified: no, type: precision_at_100
value: 1.149
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 21.601
verified: no, type: precision_at_5
value: 15.539
verified: no, type: recall_at_1
value: 31.552000000000003
verified: no, type: recall_at_10
value: 77.62400000000001
verified: no, type: recall_at_100
value: 94.527
verified: no, type: recall_at_1000
value: 98.919
verified: no, type: recall_at_3
value: 55.898
verified: no, type: recall_at_5
value: 66.121
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 71.414
verified: no, type: map_at_10
value: 85.37400000000001
verified: no, type: map_at_100
value: 86.01100000000001
verified: no, type: map_at_1000
value: 86.027
verified: no, type: map_at_3
value: 82.562
verified: no, type: map_at_5
value: 84.284
verified: no, type: mrr_at_1
value: 82.24000000000001
verified: no, type: mrr_at_10
value: 88.225
verified: no, type: mrr_at_100
value: 88.324
verified: no, type: mrr_at_1000
value: 88.325
verified: no, type: mrr_at_3
value: 87.348
verified: no, type: mrr_at_5
value: 87.938
verified: no, type: ndcg_at_1
value: 82.24000000000001
verified: no, type: ndcg_at_10
value: 88.97699999999999
verified: no, type: ndcg_at_100
value: 90.16
verified: no, type: ndcg_at_1000
value: 90.236
verified: no, type: ndcg_at_3
value: 86.371
verified: no, type: ndcg_at_5
value: 87.746
verified: no, type: precision_at_1
value: 82.24000000000001
verified: no, type: precision_at_10
value: 13.481000000000002
verified: no, type: precision_at_100
value: 1.534
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.86
verified: no, type: precision_at_5
value: 24.738
verified: no, type: recall_at_1
value: 71.414
verified: no, type: recall_at_10
value: 95.735
verified: no, type: recall_at_100
value: 99.696
verified: no, type: recall_at_1000
value: 99.979
verified: no, type: recall_at_3
value: 88.105
verified: no, type: recall_at_5
value: 92.17999999999999
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 60.22146692057259
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: 65.29273320614578
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.023
verified: no, type: map_at_10
value: 14.161000000000001
verified: no, type: map_at_100
value: 16.68
verified: no, type: map_at_1000
value: 17.072000000000003
verified: no, type: map_at_3
value: 9.763
verified: no, type: map_at_5
value: 11.977
verified: no, type: mrr_at_1
value: 24.8
verified: no, type: mrr_at_10
value: 37.602999999999994
verified: no, type: mrr_at_100
value: 38.618
verified: no, type: mrr_at_1000
value: 38.659
verified: no, type: mrr_at_3
value: 34.117
verified: no, type: mrr_at_5
value: 36.082
verified: no, type: ndcg_at_1
value: 24.8
verified: no, type: ndcg_at_10
value: 23.316
verified: no, type: ndcg_at_100
value: 32.613
verified: no, type: ndcg_at_1000
value: 38.609
verified: no, type: ndcg_at_3
value: 21.697
verified: no, type: ndcg_at_5
value: 19.241
verified: no, type: precision_at_1
value: 24.8
verified: no, type: precision_at_10
value: 12.36
verified: no, type: precision_at_100
value: 2.593
verified: no, type: precision_at_1000
value: 0.402
verified: no, type: precision_at_3
value: 20.767
verified: no, type: precision_at_5
value: 17.34
verified: no, type: recall_at_1
value: 5.023
verified: no, type: recall_at_10
value: 25.069999999999997
verified: no, type: recall_at_100
value: 52.563
verified: no, type: recall_at_1000
value: 81.525
verified: no, type: recall_at_3
value: 12.613
verified: no, type: recall_at_5
value: 17.583
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: 87.71506247604255
verified: no, type: cos_sim_spearman
value: 82.91813463738802
verified: no, type: euclidean_pearson
value: 85.5154616194479
verified: no, type: euclidean_spearman
value: 82.91815254466314
verified: no, type: manhattan_pearson
value: 85.5280917850374
verified: no, type: manhattan_spearman
value: 82.92276537286398
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: 87.43772054228462
verified: no, type: cos_sim_spearman
value: 78.75750601716682
verified: no, type: euclidean_pearson
value: 85.76074482955764
verified: no, type: euclidean_spearman
value: 78.75651057223058
verified: no, type: manhattan_pearson
value: 85.73390291701668
verified: no, type: manhattan_spearman
value: 78.72699385957797
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: 89.58144067172472
verified: no, type: cos_sim_spearman
value: 90.3524512966946
verified: no, type: euclidean_pearson
value: 89.71365391594237
verified: no, type: euclidean_spearman
value: 90.35239632843408
verified: no, type: manhattan_pearson
value: 89.66905421746478
verified: no, type: manhattan_spearman
value: 90.31508211683513
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: 87.77692637102102
verified: no, type: cos_sim_spearman
value: 85.45710562643485
verified: no, type: euclidean_pearson
value: 87.42456979928723
verified: no, type: euclidean_spearman
value: 85.45709386240908
verified: no, type: manhattan_pearson
value: 87.40754529526272
verified: no, type: manhattan_spearman
value: 85.44834854173303
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: 88.28491331695997
verified: no, type: cos_sim_spearman
value: 89.62037029566964
verified: no, type: euclidean_pearson
value: 89.02479391362826
verified: no, type: euclidean_spearman
value: 89.62036733618466
verified: no, type: manhattan_pearson
value: 89.00394756040342
verified: no, type: manhattan_spearman
value: 89.60867744215236
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: 85.08911381280191
verified: no, type: cos_sim_spearman
value: 86.5791780765767
verified: no, type: euclidean_pearson
value: 86.16063473577861
verified: no, type: euclidean_spearman
value: 86.57917745378766
verified: no, type: manhattan_pearson
value: 86.13677924604175
verified: no, type: manhattan_spearman
value: 86.56115615768685
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: 89.58029496205235
verified: no, type: cos_sim_spearman
value: 89.49551253826998
verified: no, type: euclidean_pearson
value: 90.13714840963748
verified: no, type: euclidean_spearman
value: 89.49551253826998
verified: no, type: manhattan_pearson
value: 90.13039633601363
verified: no, type: manhattan_spearman
value: 89.4513453745516
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: 69.01546399666435
verified: no, type: cos_sim_spearman
value: 69.33824484595624
verified: no, type: euclidean_pearson
value: 70.76511642998874
verified: no, type: euclidean_spearman
value: 69.33824484595624
verified: no, type: manhattan_pearson
value: 70.84320785047453
verified: no, type: manhattan_spearman
value: 69.54233632223537
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: 87.26389196390119
verified: no, type: cos_sim_spearman
value: 89.09721478341385
verified: no, type: euclidean_pearson
value: 88.97208685922517
verified: no, type: euclidean_spearman
value: 89.09720927308881
verified: no, type: manhattan_pearson
value: 88.97513670502573
verified: no, type: manhattan_spearman
value: 89.07647853984004
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 87.53075025771936
verified: no, type: mrr
value: 96.24327651288436
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 60.428000000000004
verified: no, type: map_at_10
value: 70.088
verified: no, type: map_at_100
value: 70.589
verified: no, type: map_at_1000
value: 70.614
verified: no, type: map_at_3
value: 67.191
verified: no, type: map_at_5
value: 68.515
verified: no, type: mrr_at_1
value: 63.333
verified: no, type: mrr_at_10
value: 71.13000000000001
verified: no, type: mrr_at_100
value: 71.545
verified: no, type: mrr_at_1000
value: 71.569
verified: no, type: mrr_at_3
value: 68.944
verified: no, type: mrr_at_5
value: 70.078
verified: no, type: ndcg_at_1
value: 63.333
verified: no, type: ndcg_at_10
value: 74.72800000000001
verified: no, type: ndcg_at_100
value: 76.64999999999999
verified: no, type: ndcg_at_1000
value: 77.176
verified: no, type: ndcg_at_3
value: 69.659
verified: no, type: ndcg_at_5
value: 71.626
verified: no, type: precision_at_1
value: 63.333
verified: no, type: precision_at_10
value: 10
verified: no, type: precision_at_100
value: 1.09
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 27.111
verified: no, type: precision_at_5
value: 17.666999999999998
verified: no, type: recall_at_1
value: 60.428000000000004
verified: no, type: recall_at_10
value: 87.98899999999999
verified: no, type: recall_at_100
value: 96.167
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 74.006
verified: no, type: recall_at_5
value: 79.05
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: 99.87326732673267
verified: no, type: cos_sim_ap
value: 96.81770773701805
verified: no, type: cos_sim_f1
value: 93.6318407960199
verified: no, type: cos_sim_precision
value: 93.16831683168317
verified: no, type: cos_sim_recall
value: 94.1
verified: no, type: dot_accuracy
value: 99.87326732673267
verified: no, type: dot_ap
value: 96.8174218946665
verified: no, type: dot_f1
value: 93.6318407960199
verified: no, type: dot_precision
value: 93.16831683168317
verified: no, type: dot_recall
value: 94.1
verified: no, type: euclidean_accuracy
value: 99.87326732673267
verified: no, type: euclidean_ap
value: 96.81770773701807
verified: no, type: euclidean_f1
value: 93.6318407960199
verified: no, type: euclidean_precision
value: 93.16831683168317
verified: no, type: euclidean_recall
value: 94.1
verified: no, type: manhattan_accuracy
value: 99.87227722772278
verified: no, type: manhattan_ap
value: 96.83164126821747
verified: no, type: manhattan_f1
value: 93.54677338669335
verified: no, type: manhattan_precision
value: 93.5935935935936
verified: no, type: manhattan_recall
value: 93.5
verified: no, type: max_accuracy
value: 99.87326732673267
verified: no, type: max_ap
value: 96.83164126821747
verified: no, type: max_f1
value: 93.6318407960199
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 65.6212042420246
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: 35.779230635982564
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 55.217701909036286
verified: no, type: mrr
value: 56.17658995416349
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.954206018888453
verified: no, type: cos_sim_spearman
value: 32.71062599450096
verified: no, type: dot_pearson
value: 30.95420929056943
verified: no, type: dot_spearman
value: 32.71062599450096
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.22699999999999998
verified: no, type: map_at_10
value: 1.924
verified: no, type: map_at_100
value: 10.525
verified: no, type: map_at_1000
value: 24.973
verified: no, type: map_at_3
value: 0.638
verified: no, type: map_at_5
value: 1.0659999999999998
verified: no, type: mrr_at_1
value: 84
verified: no, type: mrr_at_10
value: 91.067
verified: no, type: mrr_at_100
value: 91.067
verified: no, type: mrr_at_1000
value: 91.067
verified: no, type: mrr_at_3
value: 90.667
verified: no, type: mrr_at_5
value: 91.067
verified: no, type: ndcg_at_1
value: 81
verified: no, type: ndcg_at_10
value: 75.566
verified: no, type: ndcg_at_100
value: 56.387
verified: no, type: ndcg_at_1000
value: 49.834
verified: no, type: ndcg_at_3
value: 80.899
verified: no, type: ndcg_at_5
value: 80.75099999999999
verified: no, type: precision_at_1
value: 84
verified: no, type: precision_at_10
value: 79
verified: no, type: precision_at_100
value: 57.56
verified: no, type: precision_at_1000
value: 21.8
verified: no, type: precision_at_3
value: 84.667
verified: no, type: precision_at_5
value: 85.2
verified: no, type: recall_at_1
value: 0.22699999999999998
verified: no, type: recall_at_10
value: 2.136
verified: no, type: recall_at_100
value: 13.861
verified: no, type: recall_at_1000
value: 46.299
verified: no, type: recall_at_3
value: 0.6649999999999999
verified: no, type: recall_at_5
value: 1.145
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.752
verified: no, type: map_at_10
value: 9.951
verified: no, type: map_at_100
value: 16.794999999999998
verified: no, type: map_at_1000
value: 18.251
verified: no, type: map_at_3
value: 5.288
verified: no, type: map_at_5
value: 6.954000000000001
verified: no, type: mrr_at_1
value: 38.775999999999996
verified: no, type: mrr_at_10
value: 50.458000000000006
verified: no, type: mrr_at_100
value: 51.324999999999996
verified: no, type: mrr_at_1000
value: 51.339999999999996
verified: no, type: mrr_at_3
value: 46.939
verified: no, type: mrr_at_5
value: 47.857
verified: no, type: ndcg_at_1
value: 36.735
verified: no, type: ndcg_at_10
value: 25.198999999999998
verified: no, type: ndcg_at_100
value: 37.938
verified: no, type: ndcg_at_1000
value: 49.145
verified: no, type: ndcg_at_3
value: 29.348000000000003
verified: no, type: ndcg_at_5
value: 25.804
verified: no, type: precision_at_1
value: 38.775999999999996
verified: no, type: precision_at_10
value: 22.041
verified: no, type: precision_at_100
value: 7.939
verified: no, type: precision_at_1000
value: 1.555
verified: no, type: precision_at_3
value: 29.932
verified: no, type: precision_at_5
value: 24.490000000000002
verified: no, type: recall_at_1
value: 2.752
verified: no, type: recall_at_10
value: 16.197
verified: no, type: recall_at_100
value: 49.166
verified: no, type: recall_at_1000
value: 84.18900000000001
verified: no, type: recall_at_3
value: 6.438000000000001
verified: no, type: recall_at_5
value: 9.093
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.47980000000001
verified: no, type: ap
value: 14.605194452178754
verified: no, type: f1
value: 55.07362924988948
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 59.708545557441994
verified: no, type: f1
value: 60.04751270975683
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 53.21105960597211
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: 87.58419264469214
verified: no, type: cos_sim_ap
value: 78.55300004517404
verified: no, type: cos_sim_f1
value: 71.49673530889001
verified: no, type: cos_sim_precision
value: 68.20795400095831
verified: no, type: cos_sim_recall
value: 75.11873350923483
verified: no, type: dot_accuracy
value: 87.58419264469214
verified: no, type: dot_ap
value: 78.55297659559511
verified: no, type: dot_f1
value: 71.49673530889001
verified: no, type: dot_precision
value: 68.20795400095831
verified: no, type: dot_recall
value: 75.11873350923483
verified: no, type: euclidean_accuracy
value: 87.58419264469214
verified: no, type: euclidean_ap
value: 78.55300477331477
verified: no, type: euclidean_f1
value: 71.49673530889001
verified: no, type: euclidean_precision
value: 68.20795400095831
verified: no, type: euclidean_recall
value: 75.11873350923483
verified: no, type: manhattan_accuracy
value: 87.5663110210407
verified: no, type: manhattan_ap
value: 78.49982050876562
verified: no, type: manhattan_f1
value: 71.35488740722104
verified: no, type: manhattan_precision
value: 68.18946862226497
verified: no, type: manhattan_recall
value: 74.82849604221636
verified: no, type: max_accuracy
value: 87.58419264469214
verified: no, type: max_ap
value: 78.55300477331477
verified: no, type: max_f1
value: 71.49673530889001
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: 89.09069740365584
verified: no, type: cos_sim_ap
value: 86.22749303724757
verified: no, type: cos_sim_f1
value: 78.36863452005407
verified: no, type: cos_sim_precision
value: 76.49560117302053
verified: no, type: cos_sim_recall
value: 80.33569448721897
verified: no, type: dot_accuracy
value: 89.09069740365584
verified: no, type: dot_ap
value: 86.22750233655673
verified: no, type: dot_f1
value: 78.36863452005407
verified: no, type: dot_precision
value: 76.49560117302053
verified: no, type: dot_recall
value: 80.33569448721897
verified: no, type: euclidean_accuracy
value: 89.09069740365584
verified: no, type: euclidean_ap
value: 86.22749355597347
verified: no, type: euclidean_f1
value: 78.36863452005407
verified: no, type: euclidean_precision
value: 76.49560117302053
verified: no, type: euclidean_recall
value: 80.33569448721897
verified: no, type: manhattan_accuracy
value: 89.08293553770326
verified: no, type: manhattan_ap
value: 86.21913616084771
verified: no, type: manhattan_f1
value: 78.3907031479847
verified: no, type: manhattan_precision
value: 75.0352013517319
verified: no, type: manhattan_recall
value: 82.06036341238065
verified: no, type: max_accuracy
value: 89.09069740365584
verified: no, type: max_ap
value: 86.22750233655673
verified: no, type: max_f1
value: 78.3907031479847
verified: no
license: apache-2.0
language: en
library_name: sentence-transformers
pipeline_tag: feature-extraction
Likes: 747 | All-time downloads: 62601312
Created: 2024-03-07 15:45:34