Model: tomaarsen/bge-base-en-v1.5
Author: tomaarsen
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, onnx, safetensors, bert, feature-extraction, sentence-similarity, transformers, mteb, en, arxiv:2401.03462, arxiv:2312.15503, arxiv:2311.13534, arxiv:2310.07554, arxiv:2309.07597, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: sentence-transformers, feature-extraction, sentence-similarity, transformers, mteb
model-index: name: bge-base-en-v1.5
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 76.14925373134328
verified: no, type: ap
value: 39.32336517995478
verified: no, type: f1
value: 70.16902252611425
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.386825
verified: no, type: ap
value: 90.21276917991995
verified: no, type: f1
value: 93.37741030006174
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: 48.846000000000004
verified: no, type: f1
value: 48.14646269778261
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.754000000000005
verified: no, type: map_at_10
value: 55.761
verified: no, type: map_at_100
value: 56.330999999999996
verified: no, type: map_at_1000
value: 56.333999999999996
verified: no, type: map_at_3
value: 51.92
verified: no, type: map_at_5
value: 54.010999999999996
verified: no, type: mrr_at_1
value: 41.181
verified: no, type: mrr_at_10
value: 55.967999999999996
verified: no, type: mrr_at_100
value: 56.538
verified: no, type: mrr_at_1000
value: 56.542
verified: no, type: mrr_at_3
value: 51.980000000000004
verified: no, type: mrr_at_5
value: 54.208999999999996
verified: no, type: ndcg_at_1
value: 40.754000000000005
verified: no, type: ndcg_at_10
value: 63.605000000000004
verified: no, type: ndcg_at_100
value: 66.05199999999999
verified: no, type: ndcg_at_1000
value: 66.12
verified: no, type: ndcg_at_3
value: 55.708
verified: no, type: ndcg_at_5
value: 59.452000000000005
verified: no, type: precision_at_1
value: 40.754000000000005
verified: no, type: precision_at_10
value: 8.841000000000001
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: 22.238
verified: no, type: precision_at_5
value: 15.149000000000001
verified: no, type: recall_at_1
value: 40.754000000000005
verified: no, type: recall_at_10
value: 88.407
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: 66.714
verified: no, type: recall_at_5
value: 75.747
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: 48.74884539679369
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: 42.8075893810716
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.128470519187736
verified: no, type: mrr
value: 74.28065778481289
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: 89.24629081484655
verified: no, type: cos_sim_spearman
value: 86.93752309911496
verified: no, type: euclidean_pearson
value: 87.58589628573816
verified: no, type: euclidean_spearman
value: 88.05622328825284
verified: no, type: manhattan_pearson
value: 87.5594959805773
verified: no, type: manhattan_spearman
value: 88.19658793233961
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.9512987012987
verified: no, type: f1
value: 86.92515357973708
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: 39.10263762928872
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: 36.69711517426737
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.327
verified: no, type: map_at_10
value: 44.099
verified: no, type: map_at_100
value: 45.525
verified: no, type: map_at_1000
value: 45.641999999999996
verified: no, type: map_at_3
value: 40.47
verified: no, type: map_at_5
value: 42.36
verified: no, type: mrr_at_1
value: 39.199
verified: no, type: mrr_at_10
value: 49.651
verified: no, type: mrr_at_100
value: 50.29
verified: no, type: mrr_at_1000
value: 50.329
verified: no, type: mrr_at_3
value: 46.924
verified: no, type: mrr_at_5
value: 48.548
verified: no, type: ndcg_at_1
value: 39.199
verified: no, type: ndcg_at_10
value: 50.773
verified: no, type: ndcg_at_100
value: 55.67999999999999
verified: no, type: ndcg_at_1000
value: 57.495
verified: no, type: ndcg_at_3
value: 45.513999999999996
verified: no, type: ndcg_at_5
value: 47.703
verified: no, type: precision_at_1
value: 39.199
verified: no, type: precision_at_10
value: 9.914000000000001
verified: no, type: precision_at_100
value: 1.5310000000000001
verified: no, type: precision_at_1000
value: 0.198
verified: no, type: precision_at_3
value: 21.984
verified: no, type: precision_at_5
value: 15.737000000000002
verified: no, type: recall_at_1
value: 32.327
verified: no, type: recall_at_10
value: 63.743
verified: no, type: recall_at_100
value: 84.538
verified: no, type: recall_at_1000
value: 96.089
verified: no, type: recall_at_3
value: 48.065000000000005
verified: no, type: recall_at_5
value: 54.519
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.671
verified: no, type: map_at_10
value: 42.954
verified: no, type: map_at_100
value: 44.151
verified: no, type: map_at_1000
value: 44.287
verified: no, type: map_at_3
value: 39.912
verified: no, type: map_at_5
value: 41.798
verified: no, type: mrr_at_1
value: 41.465
verified: no, type: mrr_at_10
value: 49.351
verified: no, type: mrr_at_100
value: 49.980000000000004
verified: no, type: mrr_at_1000
value: 50.016000000000005
verified: no, type: mrr_at_3
value: 47.144000000000005
verified: no, type: mrr_at_5
value: 48.592999999999996
verified: no, type: ndcg_at_1
value: 41.465
verified: no, type: ndcg_at_10
value: 48.565999999999995
verified: no, type: ndcg_at_100
value: 52.76499999999999
verified: no, type: ndcg_at_1000
value: 54.749
verified: no, type: ndcg_at_3
value: 44.57
verified: no, type: ndcg_at_5
value: 46.759
verified: no, type: precision_at_1
value: 41.465
verified: no, type: precision_at_10
value: 9.107999999999999
verified: no, type: precision_at_100
value: 1.433
verified: no, type: precision_at_1000
value: 0.191
verified: no, type: precision_at_3
value: 21.423000000000002
verified: no, type: precision_at_5
value: 15.414
verified: no, type: recall_at_1
value: 32.671
verified: no, type: recall_at_10
value: 57.738
verified: no, type: recall_at_100
value: 75.86500000000001
verified: no, type: recall_at_1000
value: 88.36
verified: no, type: recall_at_3
value: 45.626
verified: no, type: recall_at_5
value: 51.812000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 41.185
verified: no, type: map_at_10
value: 53.929
verified: no, type: map_at_100
value: 54.92
verified: no, type: map_at_1000
value: 54.967999999999996
verified: no, type: map_at_3
value: 50.70400000000001
verified: no, type: map_at_5
value: 52.673
verified: no, type: mrr_at_1
value: 47.398
verified: no, type: mrr_at_10
value: 57.303000000000004
verified: no, type: mrr_at_100
value: 57.959
verified: no, type: mrr_at_1000
value: 57.985
verified: no, type: mrr_at_3
value: 54.932
verified: no, type: mrr_at_5
value: 56.464999999999996
verified: no, type: ndcg_at_1
value: 47.398
verified: no, type: ndcg_at_10
value: 59.653
verified: no, type: ndcg_at_100
value: 63.627
verified: no, type: ndcg_at_1000
value: 64.596
verified: no, type: ndcg_at_3
value: 54.455
verified: no, type: ndcg_at_5
value: 57.245000000000005
verified: no, type: precision_at_1
value: 47.398
verified: no, type: precision_at_10
value: 9.524000000000001
verified: no, type: precision_at_100
value: 1.243
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 24.389
verified: no, type: precision_at_5
value: 16.752
verified: no, type: recall_at_1
value: 41.185
verified: no, type: recall_at_10
value: 73.193
verified: no, type: recall_at_100
value: 90.357
verified: no, type: recall_at_1000
value: 97.253
verified: no, type: recall_at_3
value: 59.199999999999996
verified: no, type: recall_at_5
value: 66.118
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.27
verified: no, type: map_at_10
value: 36.223
verified: no, type: map_at_100
value: 37.218
verified: no, type: map_at_1000
value: 37.293
verified: no, type: map_at_3
value: 33.503
verified: no, type: map_at_5
value: 35.097
verified: no, type: mrr_at_1
value: 29.492
verified: no, type: mrr_at_10
value: 38.352000000000004
verified: no, type: mrr_at_100
value: 39.188
verified: no, type: mrr_at_1000
value: 39.247
verified: no, type: mrr_at_3
value: 35.876000000000005
verified: no, type: mrr_at_5
value: 37.401
verified: no, type: ndcg_at_1
value: 29.492
verified: no, type: ndcg_at_10
value: 41.239
verified: no, type: ndcg_at_100
value: 46.066
verified: no, type: ndcg_at_1000
value: 47.992000000000004
verified: no, type: ndcg_at_3
value: 36.11
verified: no, type: ndcg_at_5
value: 38.772
verified: no, type: precision_at_1
value: 29.492
verified: no, type: precision_at_10
value: 6.260000000000001
verified: no, type: precision_at_100
value: 0.914
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 15.104000000000001
verified: no, type: precision_at_5
value: 10.644
verified: no, type: recall_at_1
value: 27.27
verified: no, type: recall_at_10
value: 54.589
verified: no, type: recall_at_100
value: 76.70700000000001
verified: no, type: recall_at_1000
value: 91.158
verified: no, type: recall_at_3
value: 40.974
verified: no, type: recall_at_5
value: 47.327000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.848
verified: no, type: map_at_10
value: 26.207
verified: no, type: map_at_100
value: 27.478
verified: no, type: map_at_1000
value: 27.602
verified: no, type: map_at_3
value: 23.405
verified: no, type: map_at_5
value: 24.98
verified: no, type: mrr_at_1
value: 21.891
verified: no, type: mrr_at_10
value: 31.041999999999998
verified: no, type: mrr_at_100
value: 32.092
verified: no, type: mrr_at_1000
value: 32.151999999999994
verified: no, type: mrr_at_3
value: 28.358
verified: no, type: mrr_at_5
value: 29.969
verified: no, type: ndcg_at_1
value: 21.891
verified: no, type: ndcg_at_10
value: 31.585
verified: no, type: ndcg_at_100
value: 37.531
verified: no, type: ndcg_at_1000
value: 40.256
verified: no, type: ndcg_at_3
value: 26.508
verified: no, type: ndcg_at_5
value: 28.894
verified: no, type: precision_at_1
value: 21.891
verified: no, type: precision_at_10
value: 5.795999999999999
verified: no, type: precision_at_100
value: 0.9990000000000001
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 12.769
verified: no, type: precision_at_5
value: 9.279
verified: no, type: recall_at_1
value: 17.848
verified: no, type: recall_at_10
value: 43.452
verified: no, type: recall_at_100
value: 69.216
verified: no, type: recall_at_1000
value: 88.102
verified: no, type: recall_at_3
value: 29.18
verified: no, type: recall_at_5
value: 35.347
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.94
verified: no, type: map_at_10
value: 41.248000000000005
verified: no, type: map_at_100
value: 42.495
verified: no, type: map_at_1000
value: 42.602000000000004
verified: no, type: map_at_3
value: 37.939
verified: no, type: map_at_5
value: 39.924
verified: no, type: mrr_at_1
value: 37.824999999999996
verified: no, type: mrr_at_10
value: 47.041
verified: no, type: mrr_at_100
value: 47.83
verified: no, type: mrr_at_1000
value: 47.878
verified: no, type: mrr_at_3
value: 44.466
verified: no, type: mrr_at_5
value: 46.111999999999995
verified: no, type: ndcg_at_1
value: 37.824999999999996
verified: no, type: ndcg_at_10
value: 47.223
verified: no, type: ndcg_at_100
value: 52.394
verified: no, type: ndcg_at_1000
value: 54.432
verified: no, type: ndcg_at_3
value: 42.032000000000004
verified: no, type: ndcg_at_5
value: 44.772
verified: no, type: precision_at_1
value: 37.824999999999996
verified: no, type: precision_at_10
value: 8.393
verified: no, type: precision_at_100
value: 1.2890000000000001
verified: no, type: precision_at_1000
value: 0.164
verified: no, type: precision_at_3
value: 19.698
verified: no, type: precision_at_5
value: 14.013
verified: no, type: recall_at_1
value: 30.94
verified: no, type: recall_at_10
value: 59.316
verified: no, type: recall_at_100
value: 80.783
verified: no, type: recall_at_1000
value: 94.15400000000001
verified: no, type: recall_at_3
value: 44.712
verified: no, type: recall_at_5
value: 51.932
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.104
verified: no, type: map_at_10
value: 36.675999999999995
verified: no, type: map_at_100
value: 38.076
verified: no, type: map_at_1000
value: 38.189
verified: no, type: map_at_3
value: 33.733999999999995
verified: no, type: map_at_5
value: 35.287
verified: no, type: mrr_at_1
value: 33.904
verified: no, type: mrr_at_10
value: 42.55
verified: no, type: mrr_at_100
value: 43.434
verified: no, type: mrr_at_1000
value: 43.494
verified: no, type: mrr_at_3
value: 40.126
verified: no, type: mrr_at_5
value: 41.473
verified: no, type: ndcg_at_1
value: 33.904
verified: no, type: ndcg_at_10
value: 42.414
verified: no, type: ndcg_at_100
value: 48.203
verified: no, type: ndcg_at_1000
value: 50.437
verified: no, type: ndcg_at_3
value: 37.633
verified: no, type: ndcg_at_5
value: 39.67
verified: no, type: precision_at_1
value: 33.904
verified: no, type: precision_at_10
value: 7.82
verified: no, type: precision_at_100
value: 1.2409999999999999
verified: no, type: precision_at_1000
value: 0.159
verified: no, type: precision_at_3
value: 17.884
verified: no, type: precision_at_5
value: 12.648000000000001
verified: no, type: recall_at_1
value: 27.104
verified: no, type: recall_at_10
value: 53.563
verified: no, type: recall_at_100
value: 78.557
verified: no, type: recall_at_1000
value: 93.533
verified: no, type: recall_at_3
value: 39.92
verified: no, type: recall_at_5
value: 45.457
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.707749999999997
verified: no, type: map_at_10
value: 36.961
verified: no, type: map_at_100
value: 38.158833333333334
verified: no, type: map_at_1000
value: 38.270333333333326
verified: no, type: map_at_3
value: 34.07183333333334
verified: no, type: map_at_5
value: 35.69533333333334
verified: no, type: mrr_at_1
value: 32.81875
verified: no, type: mrr_at_10
value: 41.293
verified: no, type: mrr_at_100
value: 42.116499999999995
verified: no, type: mrr_at_1000
value: 42.170249999999996
verified: no, type: mrr_at_3
value: 38.83983333333333
verified: no, type: mrr_at_5
value: 40.29775
verified: no, type: ndcg_at_1
value: 32.81875
verified: no, type: ndcg_at_10
value: 42.355
verified: no, type: ndcg_at_100
value: 47.41374999999999
verified: no, type: ndcg_at_1000
value: 49.5805
verified: no, type: ndcg_at_3
value: 37.52825
verified: no, type: ndcg_at_5
value: 39.83266666666667
verified: no, type: precision_at_1
value: 32.81875
verified: no, type: precision_at_10
value: 7.382416666666666
verified: no, type: precision_at_100
value: 1.1640833333333334
verified: no, type: precision_at_1000
value: 0.15383333333333335
verified: no, type: precision_at_3
value: 17.134166666666665
verified: no, type: precision_at_5
value: 12.174833333333336
verified: no, type: recall_at_1
value: 27.707749999999997
verified: no, type: recall_at_10
value: 53.945
verified: no, type: recall_at_100
value: 76.191
verified: no, type: recall_at_1000
value: 91.101
verified: no, type: recall_at_3
value: 40.39083333333334
verified: no, type: recall_at_5
value: 46.40083333333333
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.482
verified: no, type: map_at_10
value: 33.201
verified: no, type: map_at_100
value: 34.107
verified: no, type: map_at_1000
value: 34.197
verified: no, type: map_at_3
value: 31.174000000000003
verified: no, type: map_at_5
value: 32.279
verified: no, type: mrr_at_1
value: 29.908
verified: no, type: mrr_at_10
value: 36.235
verified: no, type: mrr_at_100
value: 37.04
verified: no, type: mrr_at_1000
value: 37.105
verified: no, type: mrr_at_3
value: 34.355999999999995
verified: no, type: mrr_at_5
value: 35.382999999999996
verified: no, type: ndcg_at_1
value: 29.908
verified: no, type: ndcg_at_10
value: 37.325
verified: no, type: ndcg_at_100
value: 41.795
verified: no, type: ndcg_at_1000
value: 44.105
verified: no, type: ndcg_at_3
value: 33.555
verified: no, type: ndcg_at_5
value: 35.266999999999996
verified: no, type: precision_at_1
value: 29.908
verified: no, type: precision_at_10
value: 5.721
verified: no, type: precision_at_100
value: 0.8630000000000001
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 14.008000000000001
verified: no, type: precision_at_5
value: 9.754999999999999
verified: no, type: recall_at_1
value: 26.482
verified: no, type: recall_at_10
value: 47.072
verified: no, type: recall_at_100
value: 67.27
verified: no, type: recall_at_1000
value: 84.371
verified: no, type: recall_at_3
value: 36.65
verified: no, type: recall_at_5
value: 40.774
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.815
verified: no, type: map_at_10
value: 26.369999999999997
verified: no, type: map_at_100
value: 27.458
verified: no, type: map_at_1000
value: 27.588
verified: no, type: map_at_3
value: 23.990000000000002
verified: no, type: map_at_5
value: 25.345000000000002
verified: no, type: mrr_at_1
value: 22.953000000000003
verified: no, type: mrr_at_10
value: 30.342999999999996
verified: no, type: mrr_at_100
value: 31.241000000000003
verified: no, type: mrr_at_1000
value: 31.319000000000003
verified: no, type: mrr_at_3
value: 28.16
verified: no, type: mrr_at_5
value: 29.406
verified: no, type: ndcg_at_1
value: 22.953000000000003
verified: no, type: ndcg_at_10
value: 31.151
verified: no, type: ndcg_at_100
value: 36.309000000000005
verified: no, type: ndcg_at_1000
value: 39.227000000000004
verified: no, type: ndcg_at_3
value: 26.921
verified: no, type: ndcg_at_5
value: 28.938000000000002
verified: no, type: precision_at_1
value: 22.953000000000003
verified: no, type: precision_at_10
value: 5.602
verified: no, type: precision_at_100
value: 0.9530000000000001
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 12.606
verified: no, type: precision_at_5
value: 9.119
verified: no, type: recall_at_1
value: 18.815
verified: no, type: recall_at_10
value: 41.574
verified: no, type: recall_at_100
value: 64.84400000000001
verified: no, type: recall_at_1000
value: 85.406
verified: no, type: recall_at_3
value: 29.694
verified: no, type: recall_at_5
value: 34.935
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.840999999999998
verified: no, type: map_at_10
value: 36.797999999999995
verified: no, type: map_at_100
value: 37.993
verified: no, type: map_at_1000
value: 38.086999999999996
verified: no, type: map_at_3
value: 34.050999999999995
verified: no, type: map_at_5
value: 35.379
verified: no, type: mrr_at_1
value: 32.649
verified: no, type: mrr_at_10
value: 41.025
verified: no, type: mrr_at_100
value: 41.878
verified: no, type: mrr_at_1000
value: 41.929
verified: no, type: mrr_at_3
value: 38.573
verified: no, type: mrr_at_5
value: 39.715
verified: no, type: ndcg_at_1
value: 32.649
verified: no, type: ndcg_at_10
value: 42.142
verified: no, type: ndcg_at_100
value: 47.558
verified: no, type: ndcg_at_1000
value: 49.643
verified: no, type: ndcg_at_3
value: 37.12
verified: no, type: ndcg_at_5
value: 38.983000000000004
verified: no, type: precision_at_1
value: 32.649
verified: no, type: precision_at_10
value: 7.08
verified: no, type: precision_at_100
value: 1.1039999999999999
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 16.698
verified: no, type: precision_at_5
value: 11.511000000000001
verified: no, type: recall_at_1
value: 27.840999999999998
verified: no, type: recall_at_10
value: 54.245
verified: no, type: recall_at_100
value: 77.947
verified: no, type: recall_at_1000
value: 92.36999999999999
verified: no, type: recall_at_3
value: 40.146
verified: no, type: recall_at_5
value: 44.951
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.529000000000003
verified: no, type: map_at_10
value: 35.010000000000005
verified: no, type: map_at_100
value: 36.647
verified: no, type: map_at_1000
value: 36.857
verified: no, type: map_at_3
value: 31.968000000000004
verified: no, type: map_at_5
value: 33.554
verified: no, type: mrr_at_1
value: 31.818
verified: no, type: mrr_at_10
value: 39.550999999999995
verified: no, type: mrr_at_100
value: 40.54
verified: no, type: mrr_at_1000
value: 40.596
verified: no, type: mrr_at_3
value: 36.726
verified: no, type: mrr_at_5
value: 38.416
verified: no, type: ndcg_at_1
value: 31.818
verified: no, type: ndcg_at_10
value: 40.675
verified: no, type: ndcg_at_100
value: 46.548
verified: no, type: ndcg_at_1000
value: 49.126
verified: no, type: ndcg_at_3
value: 35.829
verified: no, type: ndcg_at_5
value: 38
verified: no, type: precision_at_1
value: 31.818
verified: no, type: precision_at_10
value: 7.826
verified: no, type: precision_at_100
value: 1.538
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 16.601
verified: no, type: precision_at_5
value: 12.095
verified: no, type: recall_at_1
value: 26.529000000000003
verified: no, type: recall_at_10
value: 51.03
verified: no, type: recall_at_100
value: 77.556
verified: no, type: recall_at_1000
value: 93.804
verified: no, type: recall_at_3
value: 36.986000000000004
verified: no, type: recall_at_5
value: 43.096000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.480999999999998
verified: no, type: map_at_10
value: 30.817
verified: no, type: map_at_100
value: 31.838
verified: no, type: map_at_1000
value: 31.932
verified: no, type: map_at_3
value: 28.011999999999997
verified: no, type: map_at_5
value: 29.668
verified: no, type: mrr_at_1
value: 25.323
verified: no, type: mrr_at_10
value: 33.072
verified: no, type: mrr_at_100
value: 33.926
verified: no, type: mrr_at_1000
value: 33.993
verified: no, type: mrr_at_3
value: 30.436999999999998
verified: no, type: mrr_at_5
value: 32.092
verified: no, type: ndcg_at_1
value: 25.323
verified: no, type: ndcg_at_10
value: 35.514
verified: no, type: ndcg_at_100
value: 40.489000000000004
verified: no, type: ndcg_at_1000
value: 42.908
verified: no, type: ndcg_at_3
value: 30.092000000000002
verified: no, type: ndcg_at_5
value: 32.989000000000004
verified: no, type: precision_at_1
value: 25.323
verified: no, type: precision_at_10
value: 5.545
verified: no, type: precision_at_100
value: 0.861
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 12.446
verified: no, type: precision_at_5
value: 9.131
verified: no, type: recall_at_1
value: 23.480999999999998
verified: no, type: recall_at_10
value: 47.825
verified: no, type: recall_at_100
value: 70.652
verified: no, type: recall_at_1000
value: 88.612
verified: no, type: recall_at_3
value: 33.537
verified: no, type: recall_at_5
value: 40.542
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.333999999999998
verified: no, type: map_at_10
value: 22.524
verified: no, type: map_at_100
value: 24.506
verified: no, type: map_at_1000
value: 24.715
verified: no, type: map_at_3
value: 19.022
verified: no, type: map_at_5
value: 20.693
verified: no, type: mrr_at_1
value: 29.186
verified: no, type: mrr_at_10
value: 41.22
verified: no, type: mrr_at_100
value: 42.16
verified: no, type: mrr_at_1000
value: 42.192
verified: no, type: mrr_at_3
value: 38.013000000000005
verified: no, type: mrr_at_5
value: 39.704
verified: no, type: ndcg_at_1
value: 29.186
verified: no, type: ndcg_at_10
value: 31.167
verified: no, type: ndcg_at_100
value: 38.879000000000005
verified: no, type: ndcg_at_1000
value: 42.376000000000005
verified: no, type: ndcg_at_3
value: 25.817
verified: no, type: ndcg_at_5
value: 27.377000000000002
verified: no, type: precision_at_1
value: 29.186
verified: no, type: precision_at_10
value: 9.693999999999999
verified: no, type: precision_at_100
value: 1.8030000000000002
verified: no, type: precision_at_1000
value: 0.246
verified: no, type: precision_at_3
value: 19.11
verified: no, type: precision_at_5
value: 14.344999999999999
verified: no, type: recall_at_1
value: 13.333999999999998
verified: no, type: recall_at_10
value: 37.092000000000006
verified: no, type: recall_at_100
value: 63.651
verified: no, type: recall_at_1000
value: 83.05
verified: no, type: recall_at_3
value: 23.74
verified: no, type: recall_at_5
value: 28.655
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.151
verified: no, type: map_at_10
value: 19.653000000000002
verified: no, type: map_at_100
value: 28.053
verified: no, type: map_at_1000
value: 29.709000000000003
verified: no, type: map_at_3
value: 14.191
verified: no, type: map_at_5
value: 16.456
verified: no, type: mrr_at_1
value: 66.25
verified: no, type: mrr_at_10
value: 74.4
verified: no, type: mrr_at_100
value: 74.715
verified: no, type: mrr_at_1000
value: 74.726
verified: no, type: mrr_at_3
value: 72.417
verified: no, type: mrr_at_5
value: 73.667
verified: no, type: ndcg_at_1
value: 54.25
verified: no, type: ndcg_at_10
value: 40.77
verified: no, type: ndcg_at_100
value: 46.359
verified: no, type: ndcg_at_1000
value: 54.193000000000005
verified: no, type: ndcg_at_3
value: 44.832
verified: no, type: ndcg_at_5
value: 42.63
verified: no, type: precision_at_1
value: 66.25
verified: no, type: precision_at_10
value: 32.175
verified: no, type: precision_at_100
value: 10.668
verified: no, type: precision_at_1000
value: 2.067
verified: no, type: precision_at_3
value: 47.667
verified: no, type: precision_at_5
value: 41.3
verified: no, type: recall_at_1
value: 9.151
verified: no, type: recall_at_10
value: 25.003999999999998
verified: no, type: recall_at_100
value: 52.976
verified: no, type: recall_at_1000
value: 78.315
verified: no, type: recall_at_3
value: 15.487
verified: no, type: recall_at_5
value: 18.999
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 51.89999999999999
verified: no, type: f1
value: 46.47777925067403
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 73.706
verified: no, type: map_at_10
value: 82.423
verified: no, type: map_at_100
value: 82.67999999999999
verified: no, type: map_at_1000
value: 82.694
verified: no, type: map_at_3
value: 81.328
verified: no, type: map_at_5
value: 82.001
verified: no, type: mrr_at_1
value: 79.613
verified: no, type: mrr_at_10
value: 87.07000000000001
verified: no, type: mrr_at_100
value: 87.169
verified: no, type: mrr_at_1000
value: 87.17
verified: no, type: mrr_at_3
value: 86.404
verified: no, type: mrr_at_5
value: 86.856
verified: no, type: ndcg_at_1
value: 79.613
verified: no, type: ndcg_at_10
value: 86.289
verified: no, type: ndcg_at_100
value: 87.201
verified: no, type: ndcg_at_1000
value: 87.428
verified: no, type: ndcg_at_3
value: 84.625
verified: no, type: ndcg_at_5
value: 85.53699999999999
verified: no, type: precision_at_1
value: 79.613
verified: no, type: precision_at_10
value: 10.399
verified: no, type: precision_at_100
value: 1.1079999999999999
verified: no, type: precision_at_1000
value: 0.11499999999999999
verified: no, type: precision_at_3
value: 32.473
verified: no, type: precision_at_5
value: 20.132
verified: no, type: recall_at_1
value: 73.706
verified: no, type: recall_at_10
value: 93.559
verified: no, type: recall_at_100
value: 97.188
verified: no, type: recall_at_1000
value: 98.555
verified: no, type: recall_at_3
value: 88.98700000000001
verified: no, type: recall_at_5
value: 91.373
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.841
verified: no, type: map_at_10
value: 32.643
verified: no, type: map_at_100
value: 34.575
verified: no, type: map_at_1000
value: 34.736
verified: no, type: map_at_3
value: 28.317999999999998
verified: no, type: map_at_5
value: 30.964000000000002
verified: no, type: mrr_at_1
value: 39.660000000000004
verified: no, type: mrr_at_10
value: 48.620000000000005
verified: no, type: mrr_at_100
value: 49.384
verified: no, type: mrr_at_1000
value: 49.415
verified: no, type: mrr_at_3
value: 45.988
verified: no, type: mrr_at_5
value: 47.361
verified: no, type: ndcg_at_1
value: 39.660000000000004
verified: no, type: ndcg_at_10
value: 40.646
verified: no, type: ndcg_at_100
value: 47.657
verified: no, type: ndcg_at_1000
value: 50.428
verified: no, type: ndcg_at_3
value: 36.689
verified: no, type: ndcg_at_5
value: 38.211
verified: no, type: precision_at_1
value: 39.660000000000004
verified: no, type: precision_at_10
value: 11.235000000000001
verified: no, type: precision_at_100
value: 1.8530000000000002
verified: no, type: precision_at_1000
value: 0.23600000000000002
verified: no, type: precision_at_3
value: 24.587999999999997
verified: no, type: precision_at_5
value: 18.395
verified: no, type: recall_at_1
value: 19.841
verified: no, type: recall_at_10
value: 48.135
verified: no, type: recall_at_100
value: 74.224
verified: no, type: recall_at_1000
value: 90.826
verified: no, type: recall_at_3
value: 33.536
verified: no, type: recall_at_5
value: 40.311
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.358
verified: no, type: map_at_10
value: 64.497
verified: no, type: map_at_100
value: 65.362
verified: no, type: map_at_1000
value: 65.41900000000001
verified: no, type: map_at_3
value: 61.06700000000001
verified: no, type: map_at_5
value: 63.317
verified: no, type: mrr_at_1
value: 80.716
verified: no, type: mrr_at_10
value: 86.10799999999999
verified: no, type: mrr_at_100
value: 86.265
verified: no, type: mrr_at_1000
value: 86.27
verified: no, type: mrr_at_3
value: 85.271
verified: no, type: mrr_at_5
value: 85.82499999999999
verified: no, type: ndcg_at_1
value: 80.716
verified: no, type: ndcg_at_10
value: 72.597
verified: no, type: ndcg_at_100
value: 75.549
verified: no, type: ndcg_at_1000
value: 76.61
verified: no, type: ndcg_at_3
value: 67.874
verified: no, type: ndcg_at_5
value: 70.655
verified: no, type: precision_at_1
value: 80.716
verified: no, type: precision_at_10
value: 15.148
verified: no, type: precision_at_100
value: 1.745
verified: no, type: precision_at_1000
value: 0.188
verified: no, type: precision_at_3
value: 43.597
verified: no, type: precision_at_5
value: 28.351
verified: no, type: recall_at_1
value: 40.358
verified: no, type: recall_at_10
value: 75.739
verified: no, type: recall_at_100
value: 87.259
verified: no, type: recall_at_1000
value: 94.234
verified: no, type: recall_at_3
value: 65.39500000000001
verified: no, type: recall_at_5
value: 70.878
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 90.80799999999998
verified: no, type: ap
value: 86.81350378180757
verified: no, type: f1
value: 90.79901248314215
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 22.096
verified: no, type: map_at_10
value: 34.384
verified: no, type: map_at_100
value: 35.541
verified: no, type: map_at_1000
value: 35.589999999999996
verified: no, type: map_at_3
value: 30.496000000000002
verified: no, type: map_at_5
value: 32.718
verified: no, type: mrr_at_1
value: 22.750999999999998
verified: no, type: mrr_at_10
value: 35.024
verified: no, type: mrr_at_100
value: 36.125
verified: no, type: mrr_at_1000
value: 36.168
verified: no, type: mrr_at_3
value: 31.225
verified: no, type: mrr_at_5
value: 33.416000000000004
verified: no, type: ndcg_at_1
value: 22.750999999999998
verified: no, type: ndcg_at_10
value: 41.351
verified: no, type: ndcg_at_100
value: 46.92
verified: no, type: ndcg_at_1000
value: 48.111
verified: no, type: ndcg_at_3
value: 33.439
verified: no, type: ndcg_at_5
value: 37.407000000000004
verified: no, type: precision_at_1
value: 22.750999999999998
verified: no, type: precision_at_10
value: 6.564
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: 14.288
verified: no, type: precision_at_5
value: 10.581999999999999
verified: no, type: recall_at_1
value: 22.096
verified: no, type: recall_at_10
value: 62.771
verified: no, type: recall_at_100
value: 88.529
verified: no, type: recall_at_1000
value: 97.55
verified: no, type: recall_at_3
value: 41.245
verified: no, type: recall_at_5
value: 50.788
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 94.16780665754673
verified: no, type: f1
value: 93.96331194859894
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 76.90606475148198
verified: no, type: f1
value: 58.58344986604187
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: 76.14660390047075
verified: no, type: f1
value: 74.31533923533614
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: 80.16139878950908
verified: no, type: f1
value: 80.18532656824924
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: 32.949880906135085
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: 31.56300351524862
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.196521894371315
verified: no, type: mrr
value: 32.22644231694389
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.783
verified: no, type: map_at_10
value: 14.549000000000001
verified: no, type: map_at_100
value: 18.433
verified: no, type: map_at_1000
value: 19.949
verified: no, type: map_at_3
value: 10.936
verified: no, type: map_at_5
value: 12.514
verified: no, type: mrr_at_1
value: 47.368
verified: no, type: mrr_at_10
value: 56.42
verified: no, type: mrr_at_100
value: 56.908
verified: no, type: mrr_at_1000
value: 56.95
verified: no, type: mrr_at_3
value: 54.283
verified: no, type: mrr_at_5
value: 55.568
verified: no, type: ndcg_at_1
value: 45.666000000000004
verified: no, type: ndcg_at_10
value: 37.389
verified: no, type: ndcg_at_100
value: 34.253
verified: no, type: ndcg_at_1000
value: 43.059999999999995
verified: no, type: ndcg_at_3
value: 42.725
verified: no, type: ndcg_at_5
value: 40.193
verified: no, type: precision_at_1
value: 47.368
verified: no, type: precision_at_10
value: 27.988000000000003
verified: no, type: precision_at_100
value: 8.672
verified: no, type: precision_at_1000
value: 2.164
verified: no, type: precision_at_3
value: 40.248
verified: no, type: precision_at_5
value: 34.737
verified: no, type: recall_at_1
value: 6.783
verified: no, type: recall_at_10
value: 17.838
verified: no, type: recall_at_100
value: 33.672000000000004
verified: no, type: recall_at_1000
value: 66.166
verified: no, type: recall_at_3
value: 11.849
verified: no, type: recall_at_5
value: 14.205000000000002
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.698999999999998
verified: no, type: map_at_10
value: 46.556
verified: no, type: map_at_100
value: 47.652
verified: no, type: map_at_1000
value: 47.68
verified: no, type: map_at_3
value: 42.492000000000004
verified: no, type: map_at_5
value: 44.763999999999996
verified: no, type: mrr_at_1
value: 35.747
verified: no, type: mrr_at_10
value: 49.242999999999995
verified: no, type: mrr_at_100
value: 50.052
verified: no, type: mrr_at_1000
value: 50.068
verified: no, type: mrr_at_3
value: 45.867000000000004
verified: no, type: mrr_at_5
value: 47.778999999999996
verified: no, type: ndcg_at_1
value: 35.717999999999996
verified: no, type: ndcg_at_10
value: 54.14600000000001
verified: no, type: ndcg_at_100
value: 58.672999999999995
verified: no, type: ndcg_at_1000
value: 59.279
verified: no, type: ndcg_at_3
value: 46.407
verified: no, type: ndcg_at_5
value: 50.181
verified: no, type: precision_at_1
value: 35.717999999999996
verified: no, type: precision_at_10
value: 8.844000000000001
verified: no, type: precision_at_100
value: 1.139
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 20.993000000000002
verified: no, type: precision_at_5
value: 14.791000000000002
verified: no, type: recall_at_1
value: 31.698999999999998
verified: no, type: recall_at_10
value: 74.693
verified: no, type: recall_at_100
value: 94.15299999999999
verified: no, type: recall_at_1000
value: 98.585
verified: no, type: recall_at_3
value: 54.388999999999996
verified: no, type: recall_at_5
value: 63.08200000000001
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 71.283
verified: no, type: map_at_10
value: 85.24000000000001
verified: no, type: map_at_100
value: 85.882
verified: no, type: map_at_1000
value: 85.897
verified: no, type: map_at_3
value: 82.326
verified: no, type: map_at_5
value: 84.177
verified: no, type: mrr_at_1
value: 82.21000000000001
verified: no, type: mrr_at_10
value: 88.228
verified: no, type: mrr_at_100
value: 88.32
verified: no, type: mrr_at_1000
value: 88.32
verified: no, type: mrr_at_3
value: 87.323
verified: no, type: mrr_at_5
value: 87.94800000000001
verified: no, type: ndcg_at_1
value: 82.17999999999999
verified: no, type: ndcg_at_10
value: 88.9
verified: no, type: ndcg_at_100
value: 90.079
verified: no, type: ndcg_at_1000
value: 90.158
verified: no, type: ndcg_at_3
value: 86.18299999999999
verified: no, type: ndcg_at_5
value: 87.71799999999999
verified: no, type: precision_at_1
value: 82.17999999999999
verified: no, type: precision_at_10
value: 13.464
verified: no, type: precision_at_100
value: 1.533
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.693
verified: no, type: precision_at_5
value: 24.792
verified: no, type: recall_at_1
value: 71.283
verified: no, type: recall_at_10
value: 95.742
verified: no, type: recall_at_100
value: 99.67200000000001
verified: no, type: recall_at_1000
value: 99.981
verified: no, type: recall_at_3
value: 87.888
verified: no, type: recall_at_5
value: 92.24
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 56.24267063669042
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: 62.88056988932578
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.903
verified: no, type: map_at_10
value: 13.202
verified: no, type: map_at_100
value: 15.5
verified: no, type: map_at_1000
value: 15.870999999999999
verified: no, type: map_at_3
value: 9.407
verified: no, type: map_at_5
value: 11.238
verified: no, type: mrr_at_1
value: 24.2
verified: no, type: mrr_at_10
value: 35.867
verified: no, type: mrr_at_100
value: 37.001
verified: no, type: mrr_at_1000
value: 37.043
verified: no, type: mrr_at_3
value: 32.5
verified: no, type: mrr_at_5
value: 34.35
verified: no, type: ndcg_at_1
value: 24.2
verified: no, type: ndcg_at_10
value: 21.731
verified: no, type: ndcg_at_100
value: 30.7
verified: no, type: ndcg_at_1000
value: 36.618
verified: no, type: ndcg_at_3
value: 20.72
verified: no, type: ndcg_at_5
value: 17.954
verified: no, type: precision_at_1
value: 24.2
verified: no, type: precision_at_10
value: 11.33
verified: no, type: precision_at_100
value: 2.4410000000000003
verified: no, type: precision_at_1000
value: 0.386
verified: no, type: precision_at_3
value: 19.667
verified: no, type: precision_at_5
value: 15.86
verified: no, type: recall_at_1
value: 4.903
verified: no, type: recall_at_10
value: 22.962
verified: no, type: recall_at_100
value: 49.563
verified: no, type: recall_at_1000
value: 78.238
verified: no, type: recall_at_3
value: 11.953
verified: no, type: recall_at_5
value: 16.067999999999998
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: 84.12694254604078
verified: no, type: cos_sim_spearman
value: 80.30141815181918
verified: no, type: euclidean_pearson
value: 81.34015449877128
verified: no, type: euclidean_spearman
value: 80.13984197010849
verified: no, type: manhattan_pearson
value: 81.31767068124086
verified: no, type: manhattan_spearman
value: 80.11720513114103
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: 86.13112984010417
verified: no, type: cos_sim_spearman
value: 78.03063573402875
verified: no, type: euclidean_pearson
value: 83.51928418844804
verified: no, type: euclidean_spearman
value: 78.4045235411144
verified: no, type: manhattan_pearson
value: 83.49981637388689
verified: no, type: manhattan_spearman
value: 78.4042575139372
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: 82.50327987379504
verified: no, type: cos_sim_spearman
value: 84.18556767756205
verified: no, type: euclidean_pearson
value: 82.69684424327679
verified: no, type: euclidean_spearman
value: 83.5368106038335
verified: no, type: manhattan_pearson
value: 82.57967581007374
verified: no, type: manhattan_spearman
value: 83.43009053133697
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: 82.50756863007814
verified: no, type: cos_sim_spearman
value: 82.27204331279108
verified: no, type: euclidean_pearson
value: 81.39535251429741
verified: no, type: euclidean_spearman
value: 81.84386626336239
verified: no, type: manhattan_pearson
value: 81.34281737280695
verified: no, type: manhattan_spearman
value: 81.81149375673166
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 86.8727714856726
verified: no, type: cos_sim_spearman
value: 87.95738287792312
verified: no, type: euclidean_pearson
value: 86.62920602795887
verified: no, type: euclidean_spearman
value: 87.05207355381243
verified: no, type: manhattan_pearson
value: 86.53587918472225
verified: no, type: manhattan_spearman
value: 86.95382961029586
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: 83.52240359769479
verified: no, type: cos_sim_spearman
value: 85.47685776238286
verified: no, type: euclidean_pearson
value: 84.25815333483058
verified: no, type: euclidean_spearman
value: 85.27415639683198
verified: no, type: manhattan_pearson
value: 84.29127757025637
verified: no, type: manhattan_spearman
value: 85.30226224917351
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: 86.42501708915708
verified: no, type: cos_sim_spearman
value: 86.42276182795041
verified: no, type: euclidean_pearson
value: 86.5408207354761
verified: no, type: euclidean_spearman
value: 85.46096321750838
verified: no, type: manhattan_pearson
value: 86.54177303026881
verified: no, type: manhattan_spearman
value: 85.50313151916117
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: 64.86521089250766
verified: no, type: cos_sim_spearman
value: 65.94868540323003
verified: no, type: euclidean_pearson
value: 67.16569626533084
verified: no, type: euclidean_spearman
value: 66.37667004134917
verified: no, type: manhattan_pearson
value: 67.1482365102333
verified: no, type: manhattan_spearman
value: 66.53240122580029
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 84.64746265365318
verified: no, type: cos_sim_spearman
value: 86.41888825906786
verified: no, type: euclidean_pearson
value: 85.27453642725811
verified: no, type: euclidean_spearman
value: 85.94095796602544
verified: no, type: manhattan_pearson
value: 85.28643660505334
verified: no, type: manhattan_spearman
value: 85.95028003260744
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 87.48903153618527
verified: no, type: mrr
value: 96.41081503826601
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 58.594
verified: no, type: map_at_10
value: 69.296
verified: no, type: map_at_100
value: 69.782
verified: no, type: map_at_1000
value: 69.795
verified: no, type: map_at_3
value: 66.23
verified: no, type: map_at_5
value: 68.293
verified: no, type: mrr_at_1
value: 61.667
verified: no, type: mrr_at_10
value: 70.339
verified: no, type: mrr_at_100
value: 70.708
verified: no, type: mrr_at_1000
value: 70.722
verified: no, type: mrr_at_3
value: 68
verified: no, type: mrr_at_5
value: 69.56700000000001
verified: no, type: ndcg_at_1
value: 61.667
verified: no, type: ndcg_at_10
value: 74.039
verified: no, type: ndcg_at_100
value: 76.103
verified: no, type: ndcg_at_1000
value: 76.47800000000001
verified: no, type: ndcg_at_3
value: 68.967
verified: no, type: ndcg_at_5
value: 71.96900000000001
verified: no, type: precision_at_1
value: 61.667
verified: no, type: precision_at_10
value: 9.866999999999999
verified: no, type: precision_at_100
value: 1.097
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: 18.2
verified: no, type: recall_at_1
value: 58.594
verified: no, type: recall_at_10
value: 87.422
verified: no, type: recall_at_100
value: 96.667
verified: no, type: recall_at_1000
value: 99.667
verified: no, type: recall_at_3
value: 74.217
verified: no, type: recall_at_5
value: 81.539
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: 99.85049504950496
verified: no, type: cos_sim_ap
value: 96.33111544137081
verified: no, type: cos_sim_f1
value: 92.35443037974684
verified: no, type: cos_sim_precision
value: 93.53846153846153
verified: no, type: cos_sim_recall
value: 91.2
verified: no, type: dot_accuracy
value: 99.82376237623762
verified: no, type: dot_ap
value: 95.38082527310888
verified: no, type: dot_f1
value: 90.90909090909092
verified: no, type: dot_precision
value: 92.90187891440502
verified: no, type: dot_recall
value: 89
verified: no, type: euclidean_accuracy
value: 99.84851485148515
verified: no, type: euclidean_ap
value: 96.32316003996347
verified: no, type: euclidean_f1
value: 92.2071392659628
verified: no, type: euclidean_precision
value: 92.71991911021233
verified: no, type: euclidean_recall
value: 91.7
verified: no, type: manhattan_accuracy
value: 99.84851485148515
verified: no, type: manhattan_ap
value: 96.3655668249217
verified: no, type: manhattan_f1
value: 92.18356026222895
verified: no, type: manhattan_precision
value: 92.98067141403867
verified: no, type: manhattan_recall
value: 91.4
verified: no, type: max_accuracy
value: 99.85049504950496
verified: no, type: max_ap
value: 96.3655668249217
verified: no, type: max_f1
value: 92.35443037974684
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 65.94861371629051
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: 35.009430451385
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 54.61164066427969
verified: no, type: mrr
value: 55.49710603938544
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.622620124907662
verified: no, type: cos_sim_spearman
value: 31.0678351356163
verified: no, type: dot_pearson
value: 30.863727693306814
verified: no, type: dot_spearman
value: 31.230306567021255
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.22
verified: no, type: map_at_10
value: 2.011
verified: no, type: map_at_100
value: 10.974
verified: no, type: map_at_1000
value: 25.819
verified: no, type: map_at_3
value: 0.6649999999999999
verified: no, type: map_at_5
value: 1.076
verified: no, type: mrr_at_1
value: 86
verified: no, type: mrr_at_10
value: 91.8
verified: no, type: mrr_at_100
value: 91.8
verified: no, type: mrr_at_1000
value: 91.8
verified: no, type: mrr_at_3
value: 91
verified: no, type: mrr_at_5
value: 91.8
verified: no, type: ndcg_at_1
value: 82
verified: no, type: ndcg_at_10
value: 78.07300000000001
verified: no, type: ndcg_at_100
value: 58.231
verified: no, type: ndcg_at_1000
value: 51.153000000000006
verified: no, type: ndcg_at_3
value: 81.123
verified: no, type: ndcg_at_5
value: 81.059
verified: no, type: precision_at_1
value: 86
verified: no, type: precision_at_10
value: 83
verified: no, type: precision_at_100
value: 59.38
verified: no, type: precision_at_1000
value: 22.55
verified: no, type: precision_at_3
value: 87.333
verified: no, type: precision_at_5
value: 86.8
verified: no, type: recall_at_1
value: 0.22
verified: no, type: recall_at_10
value: 2.2079999999999997
verified: no, type: recall_at_100
value: 14.069
verified: no, type: recall_at_1000
value: 47.678
verified: no, type: recall_at_3
value: 0.7040000000000001
verified: no, type: recall_at_5
value: 1.161
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.809
verified: no, type: map_at_10
value: 10.394
verified: no, type: map_at_100
value: 16.598
verified: no, type: map_at_1000
value: 18.142
verified: no, type: map_at_3
value: 5.572
verified: no, type: map_at_5
value: 7.1370000000000005
verified: no, type: mrr_at_1
value: 32.653
verified: no, type: mrr_at_10
value: 46.564
verified: no, type: mrr_at_100
value: 47.469
verified: no, type: mrr_at_1000
value: 47.469
verified: no, type: mrr_at_3
value: 42.177
verified: no, type: mrr_at_5
value: 44.524
verified: no, type: ndcg_at_1
value: 30.612000000000002
verified: no, type: ndcg_at_10
value: 25.701
verified: no, type: ndcg_at_100
value: 37.532
verified: no, type: ndcg_at_1000
value: 48.757
verified: no, type: ndcg_at_3
value: 28.199999999999996
verified: no, type: ndcg_at_5
value: 25.987
verified: no, type: precision_at_1
value: 32.653
verified: no, type: precision_at_10
value: 23.469
verified: no, type: precision_at_100
value: 7.9799999999999995
verified: no, type: precision_at_1000
value: 1.5350000000000001
verified: no, type: precision_at_3
value: 29.932
verified: no, type: precision_at_5
value: 26.122
verified: no, type: recall_at_1
value: 2.809
verified: no, type: recall_at_10
value: 16.887
verified: no, type: recall_at_100
value: 48.67
verified: no, type: recall_at_1000
value: 82.89699999999999
verified: no, type: recall_at_3
value: 6.521000000000001
verified: no, type: recall_at_5
value: 9.609
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.57860000000001
verified: no, type: ap
value: 13.82629211536393
verified: no, type: f1
value: 54.59860966183956
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 59.38030560271647
verified: no, type: f1
value: 59.69685552567865
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 51.4736717043405
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: 86.92853311080646
verified: no, type: cos_sim_ap
value: 77.67872502591382
verified: no, type: cos_sim_f1
value: 70.33941236068895
verified: no, type: cos_sim_precision
value: 67.63273258645884
verified: no, type: cos_sim_recall
value: 73.27176781002639
verified: no, type: dot_accuracy
value: 85.79603027954938
verified: no, type: dot_ap
value: 73.73786190233379
verified: no, type: dot_f1
value: 67.3437901774235
verified: no, type: dot_precision
value: 65.67201604814443
verified: no, type: dot_recall
value: 69.10290237467018
verified: no, type: euclidean_accuracy
value: 86.94045419324074
verified: no, type: euclidean_ap
value: 77.6687791535167
verified: no, type: euclidean_f1
value: 70.47209214023542
verified: no, type: euclidean_precision
value: 67.7207492094381
verified: no, type: euclidean_recall
value: 73.45646437994723
verified: no, type: manhattan_accuracy
value: 86.87488823985218
verified: no, type: manhattan_ap
value: 77.63373392430728
verified: no, type: manhattan_f1
value: 70.40920716112532
verified: no, type: manhattan_precision
value: 68.31265508684864
verified: no, type: manhattan_recall
value: 72.63852242744063
verified: no, type: max_accuracy
value: 86.94045419324074
verified: no, type: max_ap
value: 77.67872502591382
verified: no, type: max_f1
value: 70.47209214023542
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: 88.67155664221679
verified: no, type: cos_sim_ap
value: 85.64591703003417
verified: no, type: cos_sim_f1
value: 77.59531005352656
verified: no, type: cos_sim_precision
value: 73.60967184801382
verified: no, type: cos_sim_recall
value: 82.03726516784724
verified: no, type: dot_accuracy
value: 88.41541506578181
verified: no, type: dot_ap
value: 84.6482788957769
verified: no, type: dot_f1
value: 77.04748541466657
verified: no, type: dot_precision
value: 74.02440754931176
verified: no, type: dot_recall
value: 80.3279950723745
verified: no, type: euclidean_accuracy
value: 88.63080684596576
verified: no, type: euclidean_ap
value: 85.44570045321562
verified: no, type: euclidean_f1
value: 77.28769403336106
verified: no, type: euclidean_precision
value: 72.90600040958427
verified: no, type: euclidean_recall
value: 82.22975053895904
verified: no, type: manhattan_accuracy
value: 88.59393798269105
verified: no, type: manhattan_ap
value: 85.40271361038187
verified: no, type: manhattan_f1
value: 77.17606419344392
verified: no, type: manhattan_precision
value: 72.4447747078295
verified: no, type: manhattan_recall
value: 82.5685247921158
verified: no, type: max_accuracy
value: 88.67155664221679
verified: no, type: max_ap
value: 85.64591703003417
verified: no, type: max_f1
value: 77.59531005352656
verified: no
license: mit
language: en
widget: Saudi Arabia–United Arab Emirates relations However, the UAE and Saudi Arabia continue to take somewhat differing stances on regional conflicts such the Yemeni Civil War, where the UAE opposes Al-Islah, and supports the Southern Movement, which has fought against Saudi-backed forces, and the Syrian Civil War, where the UAE has disagreed with Saudi support for Islamist movements.[4], Economy of New Zealand New Zealand's diverse market economy has a sizable service sector, accounting for 63% of all GDP activity in 2013.[17] Large scale manufacturing industries include aluminium production, food processing, metal fabrication, wood and paper products. Mining, manufacturing, electricity, gas, water, and waste services accounted for 16.5% of GDP in 2013.[17] The primary sector continues to dominate New Zealand's exports, despite accounting for 6.5% of GDP in 2013.[17], who was the first president of indian science congress meeting held in kolkata in 1914, Get Over It (Eagles song) "Get Over It" is a song by the Eagles released as a single after a fourteen-year breakup. It was also the first song written by bandmates Don Henley and Glenn Frey when the band reunited. "Get Over It" was played live for the first time during their Hell Freezes Over tour in 1994. It returned the band to the U.S. Top 40 after a fourteen-year absence, peaking at No. 31 on the Billboard Hot 100 chart. It also hit No. 4 on the Billboard Mainstream Rock Tracks chart. The song was not played live by the Eagles after the "Hell Freezes Over" tour in 1994. It remains the group's last Top 40 hit in the U.S., Cornelius the Centurion Cornelius (Greek: Κορνήλιος) was a Roman centurion who is considered by Christians to be one of the first Gentiles to convert to the faith, as related in Acts of the Apostles.
pipeline_tag: feature-extraction
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Created: 2024-09-05 12:51:03