Model: BAAI/bge-base-en
Author: BAAI
Pipeline: feature-extraction
Library: transformers
Tags: transformers, pytorch, onnx, safetensors, bert, feature-extraction, mteb, en, arxiv:2310.07554, arxiv:2309.07597, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: mteb
model-index: name: bge-base-en
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 75.73134328358209
verified: no, type: ap
value: 38.97277232632892
verified: no, type: f1
value: 69.81740361139785
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 92.56522500000001
verified: no, type: ap
value: 88.88821771869553
verified: no, type: f1
value: 92.54817512659696
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: 46.91
verified: no, type: f1
value: 46.28536394320311
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.834
verified: no, type: map_at_10
value: 53.564
verified: no, type: map_at_100
value: 54.230000000000004
verified: no, type: map_at_1000
value: 54.235
verified: no, type: map_at_3
value: 49.49
verified: no, type: map_at_5
value: 51.784
verified: no, type: mrr_at_1
value: 39.26
verified: no, type: mrr_at_10
value: 53.744
verified: no, type: mrr_at_100
value: 54.410000000000004
verified: no, type: mrr_at_1000
value: 54.415
verified: no, type: mrr_at_3
value: 49.656
verified: no, type: mrr_at_5
value: 52.018
verified: no, type: ndcg_at_1
value: 38.834
verified: no, type: ndcg_at_10
value: 61.487
verified: no, type: ndcg_at_100
value: 64.303
verified: no, type: ndcg_at_1000
value: 64.408
verified: no, type: ndcg_at_3
value: 53.116
verified: no, type: ndcg_at_5
value: 57.248
verified: no, type: precision_at_1
value: 38.834
verified: no, type: precision_at_10
value: 8.663
verified: no, type: precision_at_100
value: 0.989
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 21.218999999999998
verified: no, type: precision_at_5
value: 14.737
verified: no, type: recall_at_1
value: 38.834
verified: no, type: recall_at_10
value: 86.629
verified: no, type: recall_at_100
value: 98.86200000000001
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 63.656
verified: no, type: recall_at_5
value: 73.68400000000001
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: 48.88475477433035
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: 42.85053138403176
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.23221013208242
verified: no, type: mrr
value: 74.64857318735436
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: 87.4403443247284
verified: no, type: cos_sim_spearman
value: 85.5326718115169
verified: no, type: euclidean_pearson
value: 86.0114007449595
verified: no, type: euclidean_spearman
value: 86.05979225604875
verified: no, type: manhattan_pearson
value: 86.05423806568598
verified: no, type: manhattan_spearman
value: 86.02485170086835
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.44480519480518
verified: no, type: f1
value: 86.41301900941988
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: 40.17547250880036
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: 37.74514172687293
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.096000000000004
verified: no, type: map_at_10
value: 43.345
verified: no, type: map_at_100
value: 44.73
verified: no, type: map_at_1000
value: 44.85
verified: no, type: map_at_3
value: 39.956
verified: no, type: map_at_5
value: 41.727
verified: no, type: mrr_at_1
value: 38.769999999999996
verified: no, type: mrr_at_10
value: 48.742000000000004
verified: no, type: mrr_at_100
value: 49.474000000000004
verified: no, type: mrr_at_1000
value: 49.513
verified: no, type: mrr_at_3
value: 46.161
verified: no, type: mrr_at_5
value: 47.721000000000004
verified: no, type: ndcg_at_1
value: 38.769999999999996
verified: no, type: ndcg_at_10
value: 49.464999999999996
verified: no, type: ndcg_at_100
value: 54.632000000000005
verified: no, type: ndcg_at_1000
value: 56.52
verified: no, type: ndcg_at_3
value: 44.687
verified: no, type: ndcg_at_5
value: 46.814
verified: no, type: precision_at_1
value: 38.769999999999996
verified: no, type: precision_at_10
value: 9.471
verified: no, type: precision_at_100
value: 1.4909999999999999
verified: no, type: precision_at_1000
value: 0.194
verified: no, type: precision_at_3
value: 21.268
verified: no, type: precision_at_5
value: 15.079
verified: no, type: recall_at_1
value: 32.096000000000004
verified: no, type: recall_at_10
value: 60.99099999999999
verified: no, type: recall_at_100
value: 83.075
verified: no, type: recall_at_1000
value: 95.178
verified: no, type: recall_at_3
value: 47.009
verified: no, type: recall_at_5
value: 53.348
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.588
verified: no, type: map_at_10
value: 42.251
verified: no, type: map_at_100
value: 43.478
verified: no, type: map_at_1000
value: 43.617
verified: no, type: map_at_3
value: 39.381
verified: no, type: map_at_5
value: 41.141
verified: no, type: mrr_at_1
value: 41.21
verified: no, type: mrr_at_10
value: 48.765
verified: no, type: mrr_at_100
value: 49.403000000000006
verified: no, type: mrr_at_1000
value: 49.451
verified: no, type: mrr_at_3
value: 46.73
verified: no, type: mrr_at_5
value: 47.965999999999994
verified: no, type: ndcg_at_1
value: 41.21
verified: no, type: ndcg_at_10
value: 47.704
verified: no, type: ndcg_at_100
value: 51.916
verified: no, type: ndcg_at_1000
value: 54.013999999999996
verified: no, type: ndcg_at_3
value: 44.007000000000005
verified: no, type: ndcg_at_5
value: 45.936
verified: no, type: precision_at_1
value: 41.21
verified: no, type: precision_at_10
value: 8.885
verified: no, type: precision_at_100
value: 1.409
verified: no, type: precision_at_1000
value: 0.189
verified: no, type: precision_at_3
value: 21.274
verified: no, type: precision_at_5
value: 15.045
verified: no, type: recall_at_1
value: 32.588
verified: no, type: recall_at_10
value: 56.333
verified: no, type: recall_at_100
value: 74.251
verified: no, type: recall_at_1000
value: 87.518
verified: no, type: recall_at_3
value: 44.962
verified: no, type: recall_at_5
value: 50.609
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.308
verified: no, type: map_at_10
value: 53.12
verified: no, type: map_at_100
value: 54.123
verified: no, type: map_at_1000
value: 54.173
verified: no, type: map_at_3
value: 50.017999999999994
verified: no, type: map_at_5
value: 51.902
verified: no, type: mrr_at_1
value: 46.394999999999996
verified: no, type: mrr_at_10
value: 56.531
verified: no, type: mrr_at_100
value: 57.19800000000001
verified: no, type: mrr_at_1000
value: 57.225
verified: no, type: mrr_at_3
value: 54.368
verified: no, type: mrr_at_5
value: 55.713
verified: no, type: ndcg_at_1
value: 46.394999999999996
verified: no, type: ndcg_at_10
value: 58.811
verified: no, type: ndcg_at_100
value: 62.834
verified: no, type: ndcg_at_1000
value: 63.849999999999994
verified: no, type: ndcg_at_3
value: 53.88699999999999
verified: no, type: ndcg_at_5
value: 56.477999999999994
verified: no, type: precision_at_1
value: 46.394999999999996
verified: no, type: precision_at_10
value: 9.398
verified: no, type: precision_at_100
value: 1.2309999999999999
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 24.221999999999998
verified: no, type: precision_at_5
value: 16.539
verified: no, type: recall_at_1
value: 40.308
verified: no, type: recall_at_10
value: 72.146
verified: no, type: recall_at_100
value: 89.60900000000001
verified: no, type: recall_at_1000
value: 96.733
verified: no, type: recall_at_3
value: 58.91499999999999
verified: no, type: recall_at_5
value: 65.34299999999999
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.383000000000003
verified: no, type: map_at_10
value: 35.802
verified: no, type: map_at_100
value: 36.756
verified: no, type: map_at_1000
value: 36.826
verified: no, type: map_at_3
value: 32.923
verified: no, type: map_at_5
value: 34.577999999999996
verified: no, type: mrr_at_1
value: 29.604999999999997
verified: no, type: mrr_at_10
value: 37.918
verified: no, type: mrr_at_100
value: 38.732
verified: no, type: mrr_at_1000
value: 38.786
verified: no, type: mrr_at_3
value: 35.198
verified: no, type: mrr_at_5
value: 36.808
verified: no, type: ndcg_at_1
value: 29.604999999999997
verified: no, type: ndcg_at_10
value: 40.836
verified: no, type: ndcg_at_100
value: 45.622
verified: no, type: ndcg_at_1000
value: 47.427
verified: no, type: ndcg_at_3
value: 35.208
verified: no, type: ndcg_at_5
value: 38.066
verified: no, type: precision_at_1
value: 29.604999999999997
verified: no, type: precision_at_10
value: 6.226
verified: no, type: precision_at_100
value: 0.9079999999999999
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 14.463000000000001
verified: no, type: precision_at_5
value: 10.35
verified: no, type: recall_at_1
value: 27.383000000000003
verified: no, type: recall_at_10
value: 54.434000000000005
verified: no, type: recall_at_100
value: 76.632
verified: no, type: recall_at_1000
value: 90.25
verified: no, type: recall_at_3
value: 39.275
verified: no, type: recall_at_5
value: 46.225
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.885
verified: no, type: map_at_10
value: 25.724000000000004
verified: no, type: map_at_100
value: 26.992
verified: no, type: map_at_1000
value: 27.107999999999997
verified: no, type: map_at_3
value: 23.04
verified: no, type: map_at_5
value: 24.529
verified: no, type: mrr_at_1
value: 22.264
verified: no, type: mrr_at_10
value: 30.548
verified: no, type: mrr_at_100
value: 31.593
verified: no, type: mrr_at_1000
value: 31.657999999999998
verified: no, type: mrr_at_3
value: 27.756999999999998
verified: no, type: mrr_at_5
value: 29.398999999999997
verified: no, type: ndcg_at_1
value: 22.264
verified: no, type: ndcg_at_10
value: 30.902
verified: no, type: ndcg_at_100
value: 36.918
verified: no, type: ndcg_at_1000
value: 39.735
verified: no, type: ndcg_at_3
value: 25.915
verified: no, type: ndcg_at_5
value: 28.255999999999997
verified: no, type: precision_at_1
value: 22.264
verified: no, type: precision_at_10
value: 5.634
verified: no, type: precision_at_100
value: 0.9939999999999999
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 12.396
verified: no, type: precision_at_5
value: 9.055
verified: no, type: recall_at_1
value: 17.885
verified: no, type: recall_at_10
value: 42.237
verified: no, type: recall_at_100
value: 68.489
verified: no, type: recall_at_1000
value: 88.721
verified: no, type: recall_at_3
value: 28.283
verified: no, type: recall_at_5
value: 34.300000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.737000000000002
verified: no, type: map_at_10
value: 39.757
verified: no, type: map_at_100
value: 40.992
verified: no, type: map_at_1000
value: 41.102
verified: no, type: map_at_3
value: 36.612
verified: no, type: map_at_5
value: 38.413000000000004
verified: no, type: mrr_at_1
value: 35.804
verified: no, type: mrr_at_10
value: 45.178000000000004
verified: no, type: mrr_at_100
value: 45.975
verified: no, type: mrr_at_1000
value: 46.021
verified: no, type: mrr_at_3
value: 42.541000000000004
verified: no, type: mrr_at_5
value: 44.167
verified: no, type: ndcg_at_1
value: 35.804
verified: no, type: ndcg_at_10
value: 45.608
verified: no, type: ndcg_at_100
value: 50.746
verified: no, type: ndcg_at_1000
value: 52.839999999999996
verified: no, type: ndcg_at_3
value: 40.52
verified: no, type: ndcg_at_5
value: 43.051
verified: no, type: precision_at_1
value: 35.804
verified: no, type: precision_at_10
value: 8.104
verified: no, type: precision_at_100
value: 1.256
verified: no, type: precision_at_1000
value: 0.161
verified: no, type: precision_at_3
value: 19.121
verified: no, type: precision_at_5
value: 13.532
verified: no, type: recall_at_1
value: 29.737000000000002
verified: no, type: recall_at_10
value: 57.66
verified: no, type: recall_at_100
value: 79.121
verified: no, type: recall_at_1000
value: 93.023
verified: no, type: recall_at_3
value: 43.13
verified: no, type: recall_at_5
value: 49.836000000000006
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.299
verified: no, type: map_at_10
value: 35.617
verified: no, type: map_at_100
value: 36.972
verified: no, type: map_at_1000
value: 37.096000000000004
verified: no, type: map_at_3
value: 32.653999999999996
verified: no, type: map_at_5
value: 34.363
verified: no, type: mrr_at_1
value: 32.877
verified: no, type: mrr_at_10
value: 41.423
verified: no, type: mrr_at_100
value: 42.333999999999996
verified: no, type: mrr_at_1000
value: 42.398
verified: no, type: mrr_at_3
value: 39.193
verified: no, type: mrr_at_5
value: 40.426
verified: no, type: ndcg_at_1
value: 32.877
verified: no, type: ndcg_at_10
value: 41.271
verified: no, type: ndcg_at_100
value: 46.843
verified: no, type: ndcg_at_1000
value: 49.366
verified: no, type: ndcg_at_3
value: 36.735
verified: no, type: ndcg_at_5
value: 38.775999999999996
verified: no, type: precision_at_1
value: 32.877
verified: no, type: precision_at_10
value: 7.580000000000001
verified: no, type: precision_at_100
value: 1.192
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 17.541999999999998
verified: no, type: precision_at_5
value: 12.443
verified: no, type: recall_at_1
value: 26.299
verified: no, type: recall_at_10
value: 52.256
verified: no, type: recall_at_100
value: 75.919
verified: no, type: recall_at_1000
value: 93.185
verified: no, type: recall_at_3
value: 39.271
verified: no, type: recall_at_5
value: 44.901
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.05741666666667
verified: no, type: map_at_10
value: 36.086416666666665
verified: no, type: map_at_100
value: 37.26916666666667
verified: no, type: map_at_1000
value: 37.38191666666666
verified: no, type: map_at_3
value: 33.34225
verified: no, type: map_at_5
value: 34.86425
verified: no, type: mrr_at_1
value: 32.06008333333333
verified: no, type: mrr_at_10
value: 40.36658333333333
verified: no, type: mrr_at_100
value: 41.206500000000005
verified: no, type: mrr_at_1000
value: 41.261083333333325
verified: no, type: mrr_at_3
value: 38.01208333333334
verified: no, type: mrr_at_5
value: 39.36858333333333
verified: no, type: ndcg_at_1
value: 32.06008333333333
verified: no, type: ndcg_at_10
value: 41.3535
verified: no, type: ndcg_at_100
value: 46.42066666666666
verified: no, type: ndcg_at_1000
value: 48.655166666666666
verified: no, type: ndcg_at_3
value: 36.78041666666667
verified: no, type: ndcg_at_5
value: 38.91783333333334
verified: no, type: precision_at_1
value: 32.06008333333333
verified: no, type: precision_at_10
value: 7.169833333333332
verified: no, type: precision_at_100
value: 1.1395
verified: no, type: precision_at_1000
value: 0.15158333333333332
verified: no, type: precision_at_3
value: 16.852
verified: no, type: precision_at_5
value: 11.8645
verified: no, type: recall_at_1
value: 27.05741666666667
verified: no, type: recall_at_10
value: 52.64491666666666
verified: no, type: recall_at_100
value: 74.99791666666667
verified: no, type: recall_at_1000
value: 90.50524999999999
verified: no, type: recall_at_3
value: 39.684000000000005
verified: no, type: recall_at_5
value: 45.37225
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.607999999999997
verified: no, type: map_at_10
value: 32.28
verified: no, type: map_at_100
value: 33.261
verified: no, type: map_at_1000
value: 33.346
verified: no, type: map_at_3
value: 30.514999999999997
verified: no, type: map_at_5
value: 31.415
verified: no, type: mrr_at_1
value: 28.988000000000003
verified: no, type: mrr_at_10
value: 35.384
verified: no, type: mrr_at_100
value: 36.24
verified: no, type: mrr_at_1000
value: 36.299
verified: no, type: mrr_at_3
value: 33.717000000000006
verified: no, type: mrr_at_5
value: 34.507
verified: no, type: ndcg_at_1
value: 28.988000000000003
verified: no, type: ndcg_at_10
value: 36.248000000000005
verified: no, type: ndcg_at_100
value: 41.034
verified: no, type: ndcg_at_1000
value: 43.35
verified: no, type: ndcg_at_3
value: 32.987
verified: no, type: ndcg_at_5
value: 34.333999999999996
verified: no, type: precision_at_1
value: 28.988000000000003
verified: no, type: precision_at_10
value: 5.506
verified: no, type: precision_at_100
value: 0.853
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 14.11
verified: no, type: precision_at_5
value: 9.417
verified: no, type: recall_at_1
value: 25.607999999999997
verified: no, type: recall_at_10
value: 45.344
verified: no, type: recall_at_100
value: 67.132
verified: no, type: recall_at_1000
value: 84.676
verified: no, type: recall_at_3
value: 36.02
verified: no, type: recall_at_5
value: 39.613
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.44
verified: no, type: map_at_10
value: 25.651000000000003
verified: no, type: map_at_100
value: 26.735
verified: no, type: map_at_1000
value: 26.86
verified: no, type: map_at_3
value: 23.409
verified: no, type: map_at_5
value: 24.604
verified: no, type: mrr_at_1
value: 22.195
verified: no, type: mrr_at_10
value: 29.482000000000003
verified: no, type: mrr_at_100
value: 30.395
verified: no, type: mrr_at_1000
value: 30.471999999999998
verified: no, type: mrr_at_3
value: 27.409
verified: no, type: mrr_at_5
value: 28.553
verified: no, type: ndcg_at_1
value: 22.195
verified: no, type: ndcg_at_10
value: 30.242
verified: no, type: ndcg_at_100
value: 35.397
verified: no, type: ndcg_at_1000
value: 38.287
verified: no, type: ndcg_at_3
value: 26.201
verified: no, type: ndcg_at_5
value: 28.008
verified: no, type: precision_at_1
value: 22.195
verified: no, type: precision_at_10
value: 5.372
verified: no, type: precision_at_100
value: 0.9259999999999999
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 12.228
verified: no, type: precision_at_5
value: 8.727
verified: no, type: recall_at_1
value: 18.44
verified: no, type: recall_at_10
value: 40.325
verified: no, type: recall_at_100
value: 63.504000000000005
verified: no, type: recall_at_1000
value: 83.909
verified: no, type: recall_at_3
value: 28.925
verified: no, type: recall_at_5
value: 33.641
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.535999999999998
verified: no, type: map_at_10
value: 35.358000000000004
verified: no, type: map_at_100
value: 36.498999999999995
verified: no, type: map_at_1000
value: 36.597
verified: no, type: map_at_3
value: 32.598
verified: no, type: map_at_5
value: 34.185
verified: no, type: mrr_at_1
value: 31.25
verified: no, type: mrr_at_10
value: 39.593
verified: no, type: mrr_at_100
value: 40.443
verified: no, type: mrr_at_1000
value: 40.498
verified: no, type: mrr_at_3
value: 37.018
verified: no, type: mrr_at_5
value: 38.492
verified: no, type: ndcg_at_1
value: 31.25
verified: no, type: ndcg_at_10
value: 40.71
verified: no, type: ndcg_at_100
value: 46.079
verified: no, type: ndcg_at_1000
value: 48.287
verified: no, type: ndcg_at_3
value: 35.667
verified: no, type: ndcg_at_5
value: 38.080000000000005
verified: no, type: precision_at_1
value: 31.25
verified: no, type: precision_at_10
value: 6.847
verified: no, type: precision_at_100
value: 1.079
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 16.262
verified: no, type: precision_at_5
value: 11.455
verified: no, type: recall_at_1
value: 26.535999999999998
verified: no, type: recall_at_10
value: 52.92099999999999
verified: no, type: recall_at_100
value: 76.669
verified: no, type: recall_at_1000
value: 92.096
verified: no, type: recall_at_3
value: 38.956
verified: no, type: recall_at_5
value: 45.239000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.691
verified: no, type: map_at_10
value: 33.417
verified: no, type: map_at_100
value: 35.036
verified: no, type: map_at_1000
value: 35.251
verified: no, type: map_at_3
value: 30.646
verified: no, type: map_at_5
value: 32.177
verified: no, type: mrr_at_1
value: 30.04
verified: no, type: mrr_at_10
value: 37.905
verified: no, type: mrr_at_100
value: 38.929
verified: no, type: mrr_at_1000
value: 38.983000000000004
verified: no, type: mrr_at_3
value: 35.276999999999994
verified: no, type: mrr_at_5
value: 36.897000000000006
verified: no, type: ndcg_at_1
value: 30.04
verified: no, type: ndcg_at_10
value: 39.037
verified: no, type: ndcg_at_100
value: 44.944
verified: no, type: ndcg_at_1000
value: 47.644
verified: no, type: ndcg_at_3
value: 34.833999999999996
verified: no, type: ndcg_at_5
value: 36.83
verified: no, type: precision_at_1
value: 30.04
verified: no, type: precision_at_10
value: 7.4510000000000005
verified: no, type: precision_at_100
value: 1.492
verified: no, type: precision_at_1000
value: 0.234
verified: no, type: precision_at_3
value: 16.337
verified: no, type: precision_at_5
value: 11.897
verified: no, type: recall_at_1
value: 24.691
verified: no, type: recall_at_10
value: 49.303999999999995
verified: no, type: recall_at_100
value: 76.20400000000001
verified: no, type: recall_at_1000
value: 93.30000000000001
verified: no, type: recall_at_3
value: 36.594
verified: no, type: recall_at_5
value: 42.41
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.118
verified: no, type: map_at_10
value: 30.714999999999996
verified: no, type: map_at_100
value: 31.656000000000002
verified: no, type: map_at_1000
value: 31.757
verified: no, type: map_at_3
value: 28.355000000000004
verified: no, type: map_at_5
value: 29.337000000000003
verified: no, type: mrr_at_1
value: 25.323
verified: no, type: mrr_at_10
value: 32.93
verified: no, type: mrr_at_100
value: 33.762
verified: no, type: mrr_at_1000
value: 33.829
verified: no, type: mrr_at_3
value: 30.775999999999996
verified: no, type: mrr_at_5
value: 31.774
verified: no, type: ndcg_at_1
value: 25.323
verified: no, type: ndcg_at_10
value: 35.408
verified: no, type: ndcg_at_100
value: 40.083
verified: no, type: ndcg_at_1000
value: 42.542
verified: no, type: ndcg_at_3
value: 30.717
verified: no, type: ndcg_at_5
value: 32.385000000000005
verified: no, type: precision_at_1
value: 25.323
verified: no, type: precision_at_10
value: 5.564
verified: no, type: precision_at_100
value: 0.843
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 13.001
verified: no, type: precision_at_5
value: 8.834999999999999
verified: no, type: recall_at_1
value: 23.118
verified: no, type: recall_at_10
value: 47.788000000000004
verified: no, type: recall_at_100
value: 69.37
verified: no, type: recall_at_1000
value: 87.47399999999999
verified: no, type: recall_at_3
value: 34.868
verified: no, type: recall_at_5
value: 39.001999999999995
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.288
verified: no, type: map_at_10
value: 23.256
verified: no, type: map_at_100
value: 25.115
verified: no, type: map_at_1000
value: 25.319000000000003
verified: no, type: map_at_3
value: 20.005
verified: no, type: map_at_5
value: 21.529999999999998
verified: no, type: mrr_at_1
value: 31.401
verified: no, type: mrr_at_10
value: 42.251
verified: no, type: mrr_at_100
value: 43.236999999999995
verified: no, type: mrr_at_1000
value: 43.272
verified: no, type: mrr_at_3
value: 39.164
verified: no, type: mrr_at_5
value: 40.881
verified: no, type: ndcg_at_1
value: 31.401
verified: no, type: ndcg_at_10
value: 31.615
verified: no, type: ndcg_at_100
value: 38.982
verified: no, type: ndcg_at_1000
value: 42.496
verified: no, type: ndcg_at_3
value: 26.608999999999998
verified: no, type: ndcg_at_5
value: 28.048000000000002
verified: no, type: precision_at_1
value: 31.401
verified: no, type: precision_at_10
value: 9.536999999999999
verified: no, type: precision_at_100
value: 1.763
verified: no, type: precision_at_1000
value: 0.241
verified: no, type: precision_at_3
value: 19.153000000000002
verified: no, type: precision_at_5
value: 14.228
verified: no, type: recall_at_1
value: 14.288
verified: no, type: recall_at_10
value: 36.717
verified: no, type: recall_at_100
value: 61.9
verified: no, type: recall_at_1000
value: 81.676
verified: no, type: recall_at_3
value: 24.203
verified: no, type: recall_at_5
value: 28.793999999999997
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.019
verified: no, type: map_at_10
value: 19.963
verified: no, type: map_at_100
value: 28.834
verified: no, type: map_at_1000
value: 30.537999999999997
verified: no, type: map_at_3
value: 14.45
verified: no, type: map_at_5
value: 16.817999999999998
verified: no, type: mrr_at_1
value: 65.75
verified: no, type: mrr_at_10
value: 74.646
verified: no, type: mrr_at_100
value: 74.946
verified: no, type: mrr_at_1000
value: 74.95100000000001
verified: no, type: mrr_at_3
value: 72.625
verified: no, type: mrr_at_5
value: 74.012
verified: no, type: ndcg_at_1
value: 54
verified: no, type: ndcg_at_10
value: 42.014
verified: no, type: ndcg_at_100
value: 47.527
verified: no, type: ndcg_at_1000
value: 54.911
verified: no, type: ndcg_at_3
value: 46.586
verified: no, type: ndcg_at_5
value: 43.836999999999996
verified: no, type: precision_at_1
value: 65.75
verified: no, type: precision_at_10
value: 33.475
verified: no, type: precision_at_100
value: 11.16
verified: no, type: precision_at_1000
value: 2.145
verified: no, type: precision_at_3
value: 50.083
verified: no, type: precision_at_5
value: 42.55
verified: no, type: recall_at_1
value: 9.019
verified: no, type: recall_at_10
value: 25.558999999999997
verified: no, type: recall_at_100
value: 53.937999999999995
verified: no, type: recall_at_1000
value: 77.67399999999999
verified: no, type: recall_at_3
value: 15.456
verified: no, type: recall_at_5
value: 19.259
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 52.635
verified: no, type: f1
value: 47.692783881403926
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 76.893
verified: no, type: map_at_10
value: 84.897
verified: no, type: map_at_100
value: 85.122
verified: no, type: map_at_1000
value: 85.135
verified: no, type: map_at_3
value: 83.88
verified: no, type: map_at_5
value: 84.565
verified: no, type: mrr_at_1
value: 83.003
verified: no, type: mrr_at_10
value: 89.506
verified: no, type: mrr_at_100
value: 89.574
verified: no, type: mrr_at_1000
value: 89.575
verified: no, type: mrr_at_3
value: 88.991
verified: no, type: mrr_at_5
value: 89.349
verified: no, type: ndcg_at_1
value: 83.003
verified: no, type: ndcg_at_10
value: 88.351
verified: no, type: ndcg_at_100
value: 89.128
verified: no, type: ndcg_at_1000
value: 89.34100000000001
verified: no, type: ndcg_at_3
value: 86.92
verified: no, type: ndcg_at_5
value: 87.78200000000001
verified: no, type: precision_at_1
value: 83.003
verified: no, type: precision_at_10
value: 10.517999999999999
verified: no, type: precision_at_100
value: 1.115
verified: no, type: precision_at_1000
value: 0.11499999999999999
verified: no, type: precision_at_3
value: 33.062999999999995
verified: no, type: precision_at_5
value: 20.498
verified: no, type: recall_at_1
value: 76.893
verified: no, type: recall_at_10
value: 94.374
verified: no, type: recall_at_100
value: 97.409
verified: no, type: recall_at_1000
value: 98.687
verified: no, type: recall_at_3
value: 90.513
verified: no, type: recall_at_5
value: 92.709
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.829
verified: no, type: map_at_10
value: 32.86
verified: no, type: map_at_100
value: 34.838
verified: no, type: map_at_1000
value: 35.006
verified: no, type: map_at_3
value: 28.597
verified: no, type: map_at_5
value: 31.056
verified: no, type: mrr_at_1
value: 41.358
verified: no, type: mrr_at_10
value: 49.542
verified: no, type: mrr_at_100
value: 50.29900000000001
verified: no, type: mrr_at_1000
value: 50.334999999999994
verified: no, type: mrr_at_3
value: 46.579
verified: no, type: mrr_at_5
value: 48.408
verified: no, type: ndcg_at_1
value: 41.358
verified: no, type: ndcg_at_10
value: 40.758
verified: no, type: ndcg_at_100
value: 47.799
verified: no, type: ndcg_at_1000
value: 50.589
verified: no, type: ndcg_at_3
value: 36.695
verified: no, type: ndcg_at_5
value: 38.193
verified: no, type: precision_at_1
value: 41.358
verified: no, type: precision_at_10
value: 11.142000000000001
verified: no, type: precision_at_100
value: 1.8350000000000002
verified: no, type: precision_at_1000
value: 0.234
verified: no, type: precision_at_3
value: 24.023
verified: no, type: precision_at_5
value: 17.963
verified: no, type: recall_at_1
value: 20.829
verified: no, type: recall_at_10
value: 47.467999999999996
verified: no, type: recall_at_100
value: 73.593
verified: no, type: recall_at_1000
value: 90.122
verified: no, type: recall_at_3
value: 32.74
verified: no, type: recall_at_5
value: 39.608
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.324
verified: no, type: map_at_10
value: 64.183
verified: no, type: map_at_100
value: 65.037
verified: no, type: map_at_1000
value: 65.094
verified: no, type: map_at_3
value: 60.663
verified: no, type: map_at_5
value: 62.951
verified: no, type: mrr_at_1
value: 80.648
verified: no, type: mrr_at_10
value: 86.005
verified: no, type: mrr_at_100
value: 86.157
verified: no, type: mrr_at_1000
value: 86.162
verified: no, type: mrr_at_3
value: 85.116
verified: no, type: mrr_at_5
value: 85.703
verified: no, type: ndcg_at_1
value: 80.648
verified: no, type: ndcg_at_10
value: 72.351
verified: no, type: ndcg_at_100
value: 75.279
verified: no, type: ndcg_at_1000
value: 76.357
verified: no, type: ndcg_at_3
value: 67.484
verified: no, type: ndcg_at_5
value: 70.31500000000001
verified: no, type: precision_at_1
value: 80.648
verified: no, type: precision_at_10
value: 15.103
verified: no, type: precision_at_100
value: 1.7399999999999998
verified: no, type: precision_at_1000
value: 0.188
verified: no, type: precision_at_3
value: 43.232
verified: no, type: precision_at_5
value: 28.165000000000003
verified: no, type: recall_at_1
value: 40.324
verified: no, type: recall_at_10
value: 75.517
verified: no, type: recall_at_100
value: 86.982
verified: no, type: recall_at_1000
value: 94.072
verified: no, type: recall_at_3
value: 64.848
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: 91.4
verified: no, type: ap
value: 87.4422032289312
verified: no, type: f1
value: 91.39249564302281
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 22.03
verified: no, type: map_at_10
value: 34.402
verified: no, type: map_at_100
value: 35.599
verified: no, type: map_at_1000
value: 35.648
verified: no, type: map_at_3
value: 30.603
verified: no, type: map_at_5
value: 32.889
verified: no, type: mrr_at_1
value: 22.679
verified: no, type: mrr_at_10
value: 35.021
verified: no, type: mrr_at_100
value: 36.162
verified: no, type: mrr_at_1000
value: 36.205
verified: no, type: mrr_at_3
value: 31.319999999999997
verified: no, type: mrr_at_5
value: 33.562
verified: no, type: ndcg_at_1
value: 22.692999999999998
verified: no, type: ndcg_at_10
value: 41.258
verified: no, type: ndcg_at_100
value: 46.967
verified: no, type: ndcg_at_1000
value: 48.175000000000004
verified: no, type: ndcg_at_3
value: 33.611000000000004
verified: no, type: ndcg_at_5
value: 37.675
verified: no, type: precision_at_1
value: 22.692999999999998
verified: no, type: precision_at_10
value: 6.5089999999999995
verified: no, type: precision_at_100
value: 0.936
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.413
verified: no, type: precision_at_5
value: 10.702
verified: no, type: recall_at_1
value: 22.03
verified: no, type: recall_at_10
value: 62.248000000000005
verified: no, type: recall_at_100
value: 88.524
verified: no, type: recall_at_1000
value: 97.714
verified: no, type: recall_at_3
value: 41.617
verified: no, type: recall_at_5
value: 51.359
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 94.36844505243957
verified: no, type: f1
value: 94.12408743818202
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 76.43410852713177
verified: no, type: f1
value: 58.501855709435624
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: 76.04909213180902
verified: no, type: f1
value: 74.1800860395823
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: 79.76126429051781
verified: no, type: f1
value: 79.85705217473232
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: 34.70119520292863
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: 32.33544316467486
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.75499243990726
verified: no, type: mrr
value: 31.70602251821063
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.451999999999999
verified: no, type: map_at_10
value: 13.918
verified: no, type: map_at_100
value: 17.316000000000003
verified: no, type: map_at_1000
value: 18.747
verified: no, type: map_at_3
value: 10.471
verified: no, type: map_at_5
value: 12.104
verified: no, type: mrr_at_1
value: 46.749
verified: no, type: mrr_at_10
value: 55.717000000000006
verified: no, type: mrr_at_100
value: 56.249
verified: no, type: mrr_at_1000
value: 56.288000000000004
verified: no, type: mrr_at_3
value: 53.818
verified: no, type: mrr_at_5
value: 55.103
verified: no, type: ndcg_at_1
value: 45.201
verified: no, type: ndcg_at_10
value: 35.539
verified: no, type: ndcg_at_100
value: 32.586
verified: no, type: ndcg_at_1000
value: 41.486000000000004
verified: no, type: ndcg_at_3
value: 41.174
verified: no, type: ndcg_at_5
value: 38.939
verified: no, type: precision_at_1
value: 46.749
verified: no, type: precision_at_10
value: 25.944
verified: no, type: precision_at_100
value: 8.084
verified: no, type: precision_at_1000
value: 2.076
verified: no, type: precision_at_3
value: 38.7
verified: no, type: precision_at_5
value: 33.56
verified: no, type: recall_at_1
value: 6.451999999999999
verified: no, type: recall_at_10
value: 17.302
verified: no, type: recall_at_100
value: 32.14
verified: no, type: recall_at_1000
value: 64.12
verified: no, type: recall_at_3
value: 11.219
verified: no, type: recall_at_5
value: 13.993
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.037
verified: no, type: map_at_10
value: 46.565
verified: no, type: map_at_100
value: 47.606
verified: no, type: map_at_1000
value: 47.636
verified: no, type: map_at_3
value: 42.459
verified: no, type: map_at_5
value: 44.762
verified: no, type: mrr_at_1
value: 36.181999999999995
verified: no, type: mrr_at_10
value: 49.291000000000004
verified: no, type: mrr_at_100
value: 50.059
verified: no, type: mrr_at_1000
value: 50.078
verified: no, type: mrr_at_3
value: 45.829
verified: no, type: mrr_at_5
value: 47.797
verified: no, type: ndcg_at_1
value: 36.153
verified: no, type: ndcg_at_10
value: 53.983000000000004
verified: no, type: ndcg_at_100
value: 58.347
verified: no, type: ndcg_at_1000
value: 59.058
verified: no, type: ndcg_at_3
value: 46.198
verified: no, type: ndcg_at_5
value: 50.022
verified: no, type: precision_at_1
value: 36.153
verified: no, type: precision_at_10
value: 8.763
verified: no, type: precision_at_100
value: 1.123
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 20.751
verified: no, type: precision_at_5
value: 14.646999999999998
verified: no, type: recall_at_1
value: 32.037
verified: no, type: recall_at_10
value: 74.008
verified: no, type: recall_at_100
value: 92.893
verified: no, type: recall_at_1000
value: 98.16
verified: no, type: recall_at_3
value: 53.705999999999996
verified: no, type: recall_at_5
value: 62.495
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 71.152
verified: no, type: map_at_10
value: 85.104
verified: no, type: map_at_100
value: 85.745
verified: no, type: map_at_1000
value: 85.761
verified: no, type: map_at_3
value: 82.175
verified: no, type: map_at_5
value: 84.066
verified: no, type: mrr_at_1
value: 82.03
verified: no, type: mrr_at_10
value: 88.115
verified: no, type: mrr_at_100
value: 88.21
verified: no, type: mrr_at_1000
value: 88.211
verified: no, type: mrr_at_3
value: 87.19200000000001
verified: no, type: mrr_at_5
value: 87.85
verified: no, type: ndcg_at_1
value: 82.03
verified: no, type: ndcg_at_10
value: 88.78
verified: no, type: ndcg_at_100
value: 89.96300000000001
verified: no, type: ndcg_at_1000
value: 90.056
verified: no, type: ndcg_at_3
value: 86.051
verified: no, type: ndcg_at_5
value: 87.63499999999999
verified: no, type: precision_at_1
value: 82.03
verified: no, type: precision_at_10
value: 13.450000000000001
verified: no, type: precision_at_100
value: 1.5310000000000001
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.627
verified: no, type: precision_at_5
value: 24.784
verified: no, type: recall_at_1
value: 71.152
verified: no, type: recall_at_10
value: 95.649
verified: no, type: recall_at_100
value: 99.58200000000001
verified: no, type: recall_at_1000
value: 99.981
verified: no, type: recall_at_3
value: 87.767
verified: no, type: recall_at_5
value: 92.233
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 56.48713646277477
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: 63.394940772438545
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.043
verified: no, type: map_at_10
value: 12.949
verified: no, type: map_at_100
value: 15.146
verified: no, type: map_at_1000
value: 15.495000000000001
verified: no, type: map_at_3
value: 9.333
verified: no, type: map_at_5
value: 11.312999999999999
verified: no, type: mrr_at_1
value: 24.9
verified: no, type: mrr_at_10
value: 35.958
verified: no, type: mrr_at_100
value: 37.152
verified: no, type: mrr_at_1000
value: 37.201
verified: no, type: mrr_at_3
value: 32.667
verified: no, type: mrr_at_5
value: 34.567
verified: no, type: ndcg_at_1
value: 24.9
verified: no, type: ndcg_at_10
value: 21.298000000000002
verified: no, type: ndcg_at_100
value: 29.849999999999998
verified: no, type: ndcg_at_1000
value: 35.506
verified: no, type: ndcg_at_3
value: 20.548
verified: no, type: ndcg_at_5
value: 18.064
verified: no, type: precision_at_1
value: 24.9
verified: no, type: precision_at_10
value: 10.9
verified: no, type: precision_at_100
value: 2.331
verified: no, type: precision_at_1000
value: 0.367
verified: no, type: precision_at_3
value: 19.267
verified: no, type: precision_at_5
value: 15.939999999999998
verified: no, type: recall_at_1
value: 5.043
verified: no, type: recall_at_10
value: 22.092
verified: no, type: recall_at_100
value: 47.323
verified: no, type: recall_at_1000
value: 74.553
verified: no, type: recall_at_3
value: 11.728
verified: no, type: recall_at_5
value: 16.188
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: 83.7007085938325
verified: no, type: cos_sim_spearman
value: 80.0171084446234
verified: no, type: euclidean_pearson
value: 81.28133218355893
verified: no, type: euclidean_spearman
value: 79.99291731740131
verified: no, type: manhattan_pearson
value: 81.22926922327846
verified: no, type: manhattan_spearman
value: 79.94444878127038
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: 85.7411883252923
verified: no, type: cos_sim_spearman
value: 77.93462937801245
verified: no, type: euclidean_pearson
value: 83.00858563882404
verified: no, type: euclidean_spearman
value: 77.82717362433257
verified: no, type: manhattan_pearson
value: 82.92887645790769
verified: no, type: manhattan_spearman
value: 77.78807488222115
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: 82.04222459361023
verified: no, type: cos_sim_spearman
value: 83.85931509330395
verified: no, type: euclidean_pearson
value: 83.26916063876055
verified: no, type: euclidean_spearman
value: 83.98621985648353
verified: no, type: manhattan_pearson
value: 83.14935679184327
verified: no, type: manhattan_spearman
value: 83.87938828586304
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: 81.41136639535318
verified: no, type: cos_sim_spearman
value: 81.51200091040481
verified: no, type: euclidean_pearson
value: 81.45382456114775
verified: no, type: euclidean_spearman
value: 81.46201181707931
verified: no, type: manhattan_pearson
value: 81.37243088439584
verified: no, type: manhattan_spearman
value: 81.39828421893426
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: 85.71942451732227
verified: no, type: cos_sim_spearman
value: 87.33044482064973
verified: no, type: euclidean_pearson
value: 86.58580899365178
verified: no, type: euclidean_spearman
value: 87.09206723832895
verified: no, type: manhattan_pearson
value: 86.47460784157013
verified: no, type: manhattan_spearman
value: 86.98367656583076
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: 83.55868078863449
verified: no, type: cos_sim_spearman
value: 85.38299230074065
verified: no, type: euclidean_pearson
value: 84.64715256244595
verified: no, type: euclidean_spearman
value: 85.49112229604047
verified: no, type: manhattan_pearson
value: 84.60814346792462
verified: no, type: manhattan_spearman
value: 85.44886026766822
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: 84.99292526370614
verified: no, type: cos_sim_spearman
value: 85.58139465695983
verified: no, type: euclidean_pearson
value: 86.51325066734084
verified: no, type: euclidean_spearman
value: 85.56736418284562
verified: no, type: manhattan_pearson
value: 86.48190836601357
verified: no, type: manhattan_spearman
value: 85.51616256224258
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: 64.54124715078807
verified: no, type: cos_sim_spearman
value: 65.32134275948374
verified: no, type: euclidean_pearson
value: 67.09791698300816
verified: no, type: euclidean_spearman
value: 65.79468982468465
verified: no, type: manhattan_pearson
value: 67.13304723693966
verified: no, type: manhattan_spearman
value: 65.68439995849283
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: 83.4231099581624
verified: no, type: cos_sim_spearman
value: 85.95475815226862
verified: no, type: euclidean_pearson
value: 85.00339401999706
verified: no, type: euclidean_spearman
value: 85.74133081802971
verified: no, type: manhattan_pearson
value: 85.00407987181666
verified: no, type: manhattan_spearman
value: 85.77509596397363
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 87.25666719585716
verified: no, type: mrr
value: 96.32769917083642
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 57.828
verified: no, type: map_at_10
value: 68.369
verified: no, type: map_at_100
value: 68.83399999999999
verified: no, type: map_at_1000
value: 68.856
verified: no, type: map_at_3
value: 65.38000000000001
verified: no, type: map_at_5
value: 67.06299999999999
verified: no, type: mrr_at_1
value: 61
verified: no, type: mrr_at_10
value: 69.45400000000001
verified: no, type: mrr_at_100
value: 69.785
verified: no, type: mrr_at_1000
value: 69.807
verified: no, type: mrr_at_3
value: 67
verified: no, type: mrr_at_5
value: 68.43299999999999
verified: no, type: ndcg_at_1
value: 61
verified: no, type: ndcg_at_10
value: 73.258
verified: no, type: ndcg_at_100
value: 75.173
verified: no, type: ndcg_at_1000
value: 75.696
verified: no, type: ndcg_at_3
value: 68.162
verified: no, type: ndcg_at_5
value: 70.53399999999999
verified: no, type: precision_at_1
value: 61
verified: no, type: precision_at_10
value: 9.8
verified: no, type: precision_at_100
value: 1.087
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 27
verified: no, type: precision_at_5
value: 17.666999999999998
verified: no, type: recall_at_1
value: 57.828
verified: no, type: recall_at_10
value: 87.122
verified: no, type: recall_at_100
value: 95.667
verified: no, type: recall_at_1000
value: 99.667
verified: no, type: recall_at_3
value: 73.139
verified: no, type: recall_at_5
value: 79.361
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: 99.85247524752475
verified: no, type: cos_sim_ap
value: 96.25640197639723
verified: no, type: cos_sim_f1
value: 92.37851662404091
verified: no, type: cos_sim_precision
value: 94.55497382198953
verified: no, type: cos_sim_recall
value: 90.3
verified: no, type: dot_accuracy
value: 99.76138613861386
verified: no, type: dot_ap
value: 93.40295864389073
verified: no, type: dot_f1
value: 87.64267990074441
verified: no, type: dot_precision
value: 86.99507389162562
verified: no, type: dot_recall
value: 88.3
verified: no, type: euclidean_accuracy
value: 99.85049504950496
verified: no, type: euclidean_ap
value: 96.24254350525462
verified: no, type: euclidean_f1
value: 92.32323232323232
verified: no, type: euclidean_precision
value: 93.26530612244898
verified: no, type: euclidean_recall
value: 91.4
verified: no, type: manhattan_accuracy
value: 99.85346534653465
verified: no, type: manhattan_ap
value: 96.2635334753325
verified: no, type: manhattan_f1
value: 92.37899073120495
verified: no, type: manhattan_precision
value: 95.22292993630573
verified: no, type: manhattan_recall
value: 89.7
verified: no, type: max_accuracy
value: 99.85346534653465
verified: no, type: max_ap
value: 96.2635334753325
verified: no, type: max_f1
value: 92.37899073120495
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 65.83905786483794
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: 35.031896152126436
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 54.551326709447146
verified: no, type: mrr
value: 55.43758222986165
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.305688567308874
verified: no, type: cos_sim_spearman
value: 29.27135743434515
verified: no, type: dot_pearson
value: 30.336741878796563
verified: no, type: dot_spearman
value: 30.513365725895937
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.245
verified: no, type: map_at_10
value: 1.92
verified: no, type: map_at_100
value: 10.519
verified: no, type: map_at_1000
value: 23.874000000000002
verified: no, type: map_at_3
value: 0.629
verified: no, type: map_at_5
value: 1.0290000000000001
verified: no, type: mrr_at_1
value: 88
verified: no, type: mrr_at_10
value: 93.5
verified: no, type: mrr_at_100
value: 93.5
verified: no, type: mrr_at_1000
value: 93.5
verified: no, type: mrr_at_3
value: 93
verified: no, type: mrr_at_5
value: 93.5
verified: no, type: ndcg_at_1
value: 84
verified: no, type: ndcg_at_10
value: 76.447
verified: no, type: ndcg_at_100
value: 56.516
verified: no, type: ndcg_at_1000
value: 48.583999999999996
verified: no, type: ndcg_at_3
value: 78.877
verified: no, type: ndcg_at_5
value: 79.174
verified: no, type: precision_at_1
value: 88
verified: no, type: precision_at_10
value: 80.60000000000001
verified: no, type: precision_at_100
value: 57.64
verified: no, type: precision_at_1000
value: 21.227999999999998
verified: no, type: precision_at_3
value: 82
verified: no, type: precision_at_5
value: 83.6
verified: no, type: recall_at_1
value: 0.245
verified: no, type: recall_at_10
value: 2.128
verified: no, type: recall_at_100
value: 13.767
verified: no, type: recall_at_1000
value: 44.958
verified: no, type: recall_at_3
value: 0.654
verified: no, type: recall_at_5
value: 1.111
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.5170000000000003
verified: no, type: map_at_10
value: 10.915
verified: no, type: map_at_100
value: 17.535
verified: no, type: map_at_1000
value: 19.042
verified: no, type: map_at_3
value: 5.689
verified: no, type: map_at_5
value: 7.837
verified: no, type: mrr_at_1
value: 34.694
verified: no, type: mrr_at_10
value: 49.547999999999995
verified: no, type: mrr_at_100
value: 50.653000000000006
verified: no, type: mrr_at_1000
value: 50.653000000000006
verified: no, type: mrr_at_3
value: 44.558
verified: no, type: mrr_at_5
value: 48.333
verified: no, type: ndcg_at_1
value: 32.653
verified: no, type: ndcg_at_10
value: 26.543
verified: no, type: ndcg_at_100
value: 38.946
verified: no, type: ndcg_at_1000
value: 49.406
verified: no, type: ndcg_at_3
value: 29.903000000000002
verified: no, type: ndcg_at_5
value: 29.231
verified: no, type: precision_at_1
value: 34.694
verified: no, type: precision_at_10
value: 23.265
verified: no, type: precision_at_100
value: 8.102
verified: no, type: precision_at_1000
value: 1.5
verified: no, type: precision_at_3
value: 31.293
verified: no, type: precision_at_5
value: 29.796
verified: no, type: recall_at_1
value: 2.5170000000000003
verified: no, type: recall_at_10
value: 16.88
verified: no, type: recall_at_100
value: 49.381
verified: no, type: recall_at_1000
value: 81.23899999999999
verified: no, type: recall_at_3
value: 6.965000000000001
verified: no, type: recall_at_5
value: 10.847999999999999
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.5942
verified: no, type: ap
value: 13.92074156956546
verified: no, type: f1
value: 54.671999698839066
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 59.39728353140916
verified: no, type: f1
value: 59.68980496759517
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 52.11181870104935
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: 86.46957143708649
verified: no, type: cos_sim_ap
value: 76.16120197845457
verified: no, type: cos_sim_f1
value: 69.69919295671315
verified: no, type: cos_sim_precision
value: 64.94986326344576
verified: no, type: cos_sim_recall
value: 75.19788918205805
verified: no, type: dot_accuracy
value: 83.0780234845324
verified: no, type: dot_ap
value: 64.21717343541934
verified: no, type: dot_f1
value: 59.48375497624245
verified: no, type: dot_precision
value: 57.94345759319489
verified: no, type: dot_recall
value: 61.108179419525065
verified: no, type: euclidean_accuracy
value: 86.6543482148179
verified: no, type: euclidean_ap
value: 76.4527555010203
verified: no, type: euclidean_f1
value: 70.10156056477584
verified: no, type: euclidean_precision
value: 66.05975723622782
verified: no, type: euclidean_recall
value: 74.67018469656992
verified: no, type: manhattan_accuracy
value: 86.66030875603504
verified: no, type: manhattan_ap
value: 76.40304567255436
verified: no, type: manhattan_f1
value: 70.05275426328058
verified: no, type: manhattan_precision
value: 65.4666360926393
verified: no, type: manhattan_recall
value: 75.32981530343008
verified: no, type: max_accuracy
value: 86.66030875603504
verified: no, type: max_ap
value: 76.4527555010203
verified: no, type: max_f1
value: 70.10156056477584
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: 88.42123646524624
verified: no, type: cos_sim_ap
value: 85.15431437761646
verified: no, type: cos_sim_f1
value: 76.98069301530742
verified: no, type: cos_sim_precision
value: 72.9314502239063
verified: no, type: cos_sim_recall
value: 81.50600554357868
verified: no, type: dot_accuracy
value: 86.70974502270346
verified: no, type: dot_ap
value: 80.77621563599457
verified: no, type: dot_f1
value: 73.87058697285117
verified: no, type: dot_precision
value: 68.98256396552877
verified: no, type: dot_recall
value: 79.50415768401602
verified: no, type: euclidean_accuracy
value: 88.46392672798541
verified: no, type: euclidean_ap
value: 85.20370297495491
verified: no, type: euclidean_f1
value: 77.01372369624886
verified: no, type: euclidean_precision
value: 73.39052800446397
verified: no, type: euclidean_recall
value: 81.01324299353249
verified: no, type: manhattan_accuracy
value: 88.43481973066325
verified: no, type: manhattan_ap
value: 85.16318289864545
verified: no, type: manhattan_f1
value: 76.90884877182597
verified: no, type: manhattan_precision
value: 74.01737396753062
verified: no, type: manhattan_recall
value: 80.03541730828458
verified: no, type: max_accuracy
value: 88.46392672798541
verified: no, type: max_ap
value: 85.20370297495491
verified: no, type: max_f1
value: 77.01372369624886
verified: no
license: mit
language: en
Likes: 61 | All-time downloads: 4748559
Created: 2023-08-05 08:03:50