Model: thenlper/gte-base
Author: thenlper
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, onnx, safetensors, openvino, bert, mteb, sentence-similarity, Sentence Transformers, en, arxiv:2308.03281, license:mit, model-index, autotrain_compatible, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: tags: mteb, sentence-similarity, sentence-transformers, Sentence Transformers
model-index: name: gte-base
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 74.17910447761193
verified: no, type: ap
value: 36.827146398068926
verified: no, type: f1
value: 68.11292888046363
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 91.77345000000001
verified: no, type: ap
value: 88.33530426691347
verified: no, type: f1
value: 91.76549906404642
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: 48.964
verified: no, type: f1
value: 48.22995586184998
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.147999999999996
verified: no, type: map_at_10
value: 48.253
verified: no, type: map_at_100
value: 49.038
verified: no, type: map_at_1000
value: 49.042
verified: no, type: map_at_3
value: 43.433
verified: no, type: map_at_5
value: 46.182
verified: no, type: mrr_at_1
value: 32.717
verified: no, type: mrr_at_10
value: 48.467
verified: no, type: mrr_at_100
value: 49.252
verified: no, type: mrr_at_1000
value: 49.254999999999995
verified: no, type: mrr_at_3
value: 43.599
verified: no, type: mrr_at_5
value: 46.408
verified: no, type: ndcg_at_1
value: 32.147999999999996
verified: no, type: ndcg_at_10
value: 57.12199999999999
verified: no, type: ndcg_at_100
value: 60.316
verified: no, type: ndcg_at_1000
value: 60.402
verified: no, type: ndcg_at_3
value: 47.178
verified: no, type: ndcg_at_5
value: 52.146
verified: no, type: precision_at_1
value: 32.147999999999996
verified: no, type: precision_at_10
value: 8.542
verified: no, type: precision_at_100
value: 0.9900000000000001
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 19.346
verified: no, type: precision_at_5
value: 14.026
verified: no, type: recall_at_1
value: 32.147999999999996
verified: no, type: recall_at_10
value: 85.42
verified: no, type: recall_at_100
value: 99.004
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 58.037000000000006
verified: no, type: recall_at_5
value: 70.128
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: 48.59706013699614
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: 43.01463593002057
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 61.80250355752458
verified: no, type: mrr
value: 74.79455216989844
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: 89.87448576082345
verified: no, type: cos_sim_spearman
value: 87.64235843637468
verified: no, type: euclidean_pearson
value: 88.4901825511062
verified: no, type: euclidean_spearman
value: 87.74537283182033
verified: no, type: manhattan_pearson
value: 88.39040638362911
verified: no, type: manhattan_spearman
value: 87.62669542888003
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 85.06818181818183
verified: no, type: f1
value: 85.02524460098233
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: 38.20471092679967
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: 36.58967592147641
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.411
verified: no, type: map_at_10
value: 45.162
verified: no, type: map_at_100
value: 46.717
verified: no, type: map_at_1000
value: 46.836
verified: no, type: map_at_3
value: 41.428
verified: no, type: map_at_5
value: 43.54
verified: no, type: mrr_at_1
value: 39.914
verified: no, type: mrr_at_10
value: 51.534
verified: no, type: mrr_at_100
value: 52.185
verified: no, type: mrr_at_1000
value: 52.22
verified: no, type: mrr_at_3
value: 49.046
verified: no, type: mrr_at_5
value: 50.548
verified: no, type: ndcg_at_1
value: 39.914
verified: no, type: ndcg_at_10
value: 52.235
verified: no, type: ndcg_at_100
value: 57.4
verified: no, type: ndcg_at_1000
value: 58.982
verified: no, type: ndcg_at_3
value: 47.332
verified: no, type: ndcg_at_5
value: 49.62
verified: no, type: precision_at_1
value: 39.914
verified: no, type: precision_at_10
value: 10.258000000000001
verified: no, type: precision_at_100
value: 1.6219999999999999
verified: no, type: precision_at_1000
value: 0.20500000000000002
verified: no, type: precision_at_3
value: 23.462
verified: no, type: precision_at_5
value: 16.71
verified: no, type: recall_at_1
value: 32.411
verified: no, type: recall_at_10
value: 65.408
verified: no, type: recall_at_100
value: 87.248
verified: no, type: recall_at_1000
value: 96.951
verified: no, type: recall_at_3
value: 50.349999999999994
verified: no, type: recall_at_5
value: 57.431
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.911
verified: no, type: map_at_10
value: 42.608000000000004
verified: no, type: map_at_100
value: 43.948
verified: no, type: map_at_1000
value: 44.089
verified: no, type: map_at_3
value: 39.652
verified: no, type: map_at_5
value: 41.236
verified: no, type: mrr_at_1
value: 40.064
verified: no, type: mrr_at_10
value: 48.916
verified: no, type: mrr_at_100
value: 49.539
verified: no, type: mrr_at_1000
value: 49.583
verified: no, type: mrr_at_3
value: 46.741
verified: no, type: mrr_at_5
value: 48.037
verified: no, type: ndcg_at_1
value: 40.064
verified: no, type: ndcg_at_10
value: 48.442
verified: no, type: ndcg_at_100
value: 52.798
verified: no, type: ndcg_at_1000
value: 54.871
verified: no, type: ndcg_at_3
value: 44.528
verified: no, type: ndcg_at_5
value: 46.211
verified: no, type: precision_at_1
value: 40.064
verified: no, type: precision_at_10
value: 9.178
verified: no, type: precision_at_100
value: 1.452
verified: no, type: precision_at_1000
value: 0.193
verified: no, type: precision_at_3
value: 21.614
verified: no, type: precision_at_5
value: 15.185
verified: no, type: recall_at_1
value: 31.911
verified: no, type: recall_at_10
value: 58.155
verified: no, type: recall_at_100
value: 76.46300000000001
verified: no, type: recall_at_1000
value: 89.622
verified: no, type: recall_at_3
value: 46.195
verified: no, type: recall_at_5
value: 51.288999999999994
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.597
verified: no, type: map_at_10
value: 54.290000000000006
verified: no, type: map_at_100
value: 55.340999999999994
verified: no, type: map_at_1000
value: 55.388999999999996
verified: no, type: map_at_3
value: 50.931000000000004
verified: no, type: map_at_5
value: 52.839999999999996
verified: no, type: mrr_at_1
value: 46.646
verified: no, type: mrr_at_10
value: 57.524
verified: no, type: mrr_at_100
value: 58.225
verified: no, type: mrr_at_1000
value: 58.245999999999995
verified: no, type: mrr_at_3
value: 55.235
verified: no, type: mrr_at_5
value: 56.589
verified: no, type: ndcg_at_1
value: 46.646
verified: no, type: ndcg_at_10
value: 60.324999999999996
verified: no, type: ndcg_at_100
value: 64.30900000000001
verified: no, type: ndcg_at_1000
value: 65.19
verified: no, type: ndcg_at_3
value: 54.983000000000004
verified: no, type: ndcg_at_5
value: 57.621
verified: no, type: precision_at_1
value: 46.646
verified: no, type: precision_at_10
value: 9.774
verified: no, type: precision_at_100
value: 1.265
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 24.911
verified: no, type: precision_at_5
value: 16.977999999999998
verified: no, type: recall_at_1
value: 40.597
verified: no, type: recall_at_10
value: 74.773
verified: no, type: recall_at_100
value: 91.61200000000001
verified: no, type: recall_at_1000
value: 97.726
verified: no, type: recall_at_3
value: 60.458
verified: no, type: recall_at_5
value: 66.956
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.122
verified: no, type: map_at_10
value: 36.711
verified: no, type: map_at_100
value: 37.775
verified: no, type: map_at_1000
value: 37.842999999999996
verified: no, type: map_at_3
value: 33.693
verified: no, type: map_at_5
value: 35.607
verified: no, type: mrr_at_1
value: 29.153000000000002
verified: no, type: mrr_at_10
value: 38.873999999999995
verified: no, type: mrr_at_100
value: 39.739000000000004
verified: no, type: mrr_at_1000
value: 39.794000000000004
verified: no, type: mrr_at_3
value: 36.102000000000004
verified: no, type: mrr_at_5
value: 37.876
verified: no, type: ndcg_at_1
value: 29.153000000000002
verified: no, type: ndcg_at_10
value: 42.048
verified: no, type: ndcg_at_100
value: 47.144999999999996
verified: no, type: ndcg_at_1000
value: 48.901
verified: no, type: ndcg_at_3
value: 36.402
verified: no, type: ndcg_at_5
value: 39.562999999999995
verified: no, type: precision_at_1
value: 29.153000000000002
verified: no, type: precision_at_10
value: 6.4750000000000005
verified: no, type: precision_at_100
value: 0.951
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 15.479999999999999
verified: no, type: precision_at_5
value: 11.028
verified: no, type: recall_at_1
value: 27.122
verified: no, type: recall_at_10
value: 56.279999999999994
verified: no, type: recall_at_100
value: 79.597
verified: no, type: recall_at_1000
value: 92.804
verified: no, type: recall_at_3
value: 41.437000000000005
verified: no, type: recall_at_5
value: 49.019
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.757
verified: no, type: map_at_10
value: 26.739
verified: no, type: map_at_100
value: 28.015
verified: no, type: map_at_1000
value: 28.127999999999997
verified: no, type: map_at_3
value: 23.986
verified: no, type: map_at_5
value: 25.514
verified: no, type: mrr_at_1
value: 22.015
verified: no, type: mrr_at_10
value: 31.325999999999997
verified: no, type: mrr_at_100
value: 32.368
verified: no, type: mrr_at_1000
value: 32.426
verified: no, type: mrr_at_3
value: 28.897000000000002
verified: no, type: mrr_at_5
value: 30.147000000000002
verified: no, type: ndcg_at_1
value: 22.015
verified: no, type: ndcg_at_10
value: 32.225
verified: no, type: ndcg_at_100
value: 38.405
verified: no, type: ndcg_at_1000
value: 40.932
verified: no, type: ndcg_at_3
value: 27.403
verified: no, type: ndcg_at_5
value: 29.587000000000003
verified: no, type: precision_at_1
value: 22.015
verified: no, type: precision_at_10
value: 5.9830000000000005
verified: no, type: precision_at_100
value: 1.051
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 13.391
verified: no, type: precision_at_5
value: 9.602
verified: no, type: recall_at_1
value: 17.757
verified: no, type: recall_at_10
value: 44.467
verified: no, type: recall_at_100
value: 71.53699999999999
verified: no, type: recall_at_1000
value: 89.281
verified: no, type: recall_at_3
value: 31.095
verified: no, type: recall_at_5
value: 36.818
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.354
verified: no, type: map_at_10
value: 42.134
verified: no, type: map_at_100
value: 43.429
verified: no, type: map_at_1000
value: 43.532
verified: no, type: map_at_3
value: 38.491
verified: no, type: map_at_5
value: 40.736
verified: no, type: mrr_at_1
value: 37.247
verified: no, type: mrr_at_10
value: 47.775
verified: no, type: mrr_at_100
value: 48.522999999999996
verified: no, type: mrr_at_1000
value: 48.567
verified: no, type: mrr_at_3
value: 45.059
verified: no, type: mrr_at_5
value: 46.811
verified: no, type: ndcg_at_1
value: 37.247
verified: no, type: ndcg_at_10
value: 48.609
verified: no, type: ndcg_at_100
value: 53.782
verified: no, type: ndcg_at_1000
value: 55.666000000000004
verified: no, type: ndcg_at_3
value: 42.866
verified: no, type: ndcg_at_5
value: 46.001
verified: no, type: precision_at_1
value: 37.247
verified: no, type: precision_at_10
value: 8.892999999999999
verified: no, type: precision_at_100
value: 1.341
verified: no, type: precision_at_1000
value: 0.168
verified: no, type: precision_at_3
value: 20.5
verified: no, type: precision_at_5
value: 14.976
verified: no, type: recall_at_1
value: 30.354
verified: no, type: recall_at_10
value: 62.273
verified: no, type: recall_at_100
value: 83.65599999999999
verified: no, type: recall_at_1000
value: 95.82000000000001
verified: no, type: recall_at_3
value: 46.464
verified: no, type: recall_at_5
value: 54.225
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.949
verified: no, type: map_at_10
value: 37.230000000000004
verified: no, type: map_at_100
value: 38.644
verified: no, type: map_at_1000
value: 38.751999999999995
verified: no, type: map_at_3
value: 33.816
verified: no, type: map_at_5
value: 35.817
verified: no, type: mrr_at_1
value: 33.446999999999996
verified: no, type: mrr_at_10
value: 42.970000000000006
verified: no, type: mrr_at_100
value: 43.873
verified: no, type: mrr_at_1000
value: 43.922
verified: no, type: mrr_at_3
value: 40.467999999999996
verified: no, type: mrr_at_5
value: 41.861
verified: no, type: ndcg_at_1
value: 33.446999999999996
verified: no, type: ndcg_at_10
value: 43.403000000000006
verified: no, type: ndcg_at_100
value: 49.247
verified: no, type: ndcg_at_1000
value: 51.361999999999995
verified: no, type: ndcg_at_3
value: 38.155
verified: no, type: ndcg_at_5
value: 40.643
verified: no, type: precision_at_1
value: 33.446999999999996
verified: no, type: precision_at_10
value: 8.128
verified: no, type: precision_at_100
value: 1.274
verified: no, type: precision_at_1000
value: 0.163
verified: no, type: precision_at_3
value: 18.493000000000002
verified: no, type: precision_at_5
value: 13.333
verified: no, type: recall_at_1
value: 26.949
verified: no, type: recall_at_10
value: 56.006
verified: no, type: recall_at_100
value: 80.99199999999999
verified: no, type: recall_at_1000
value: 95.074
verified: no, type: recall_at_3
value: 40.809
verified: no, type: recall_at_5
value: 47.57
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.243583333333333
verified: no, type: map_at_10
value: 37.193250000000006
verified: no, type: map_at_100
value: 38.44833333333334
verified: no, type: map_at_1000
value: 38.56083333333333
verified: no, type: map_at_3
value: 34.06633333333333
verified: no, type: map_at_5
value: 35.87858333333334
verified: no, type: mrr_at_1
value: 32.291583333333335
verified: no, type: mrr_at_10
value: 41.482749999999996
verified: no, type: mrr_at_100
value: 42.33583333333333
verified: no, type: mrr_at_1000
value: 42.38683333333333
verified: no, type: mrr_at_3
value: 38.952999999999996
verified: no, type: mrr_at_5
value: 40.45333333333333
verified: no, type: ndcg_at_1
value: 32.291583333333335
verified: no, type: ndcg_at_10
value: 42.90533333333334
verified: no, type: ndcg_at_100
value: 48.138666666666666
verified: no, type: ndcg_at_1000
value: 50.229083333333335
verified: no, type: ndcg_at_3
value: 37.76133333333334
verified: no, type: ndcg_at_5
value: 40.31033333333334
verified: no, type: precision_at_1
value: 32.291583333333335
verified: no, type: precision_at_10
value: 7.585583333333333
verified: no, type: precision_at_100
value: 1.2045000000000001
verified: no, type: precision_at_1000
value: 0.15733333333333335
verified: no, type: precision_at_3
value: 17.485416666666666
verified: no, type: precision_at_5
value: 12.5145
verified: no, type: recall_at_1
value: 27.243583333333333
verified: no, type: recall_at_10
value: 55.45108333333334
verified: no, type: recall_at_100
value: 78.25858333333335
verified: no, type: recall_at_1000
value: 92.61716666666665
verified: no, type: recall_at_3
value: 41.130583333333334
verified: no, type: recall_at_5
value: 47.73133333333334
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.325
verified: no, type: map_at_10
value: 32.795
verified: no, type: map_at_100
value: 33.96
verified: no, type: map_at_1000
value: 34.054
verified: no, type: map_at_3
value: 30.64
verified: no, type: map_at_5
value: 31.771
verified: no, type: mrr_at_1
value: 29.908
verified: no, type: mrr_at_10
value: 35.83
verified: no, type: mrr_at_100
value: 36.868
verified: no, type: mrr_at_1000
value: 36.928
verified: no, type: mrr_at_3
value: 33.896
verified: no, type: mrr_at_5
value: 34.893
verified: no, type: ndcg_at_1
value: 29.908
verified: no, type: ndcg_at_10
value: 36.746
verified: no, type: ndcg_at_100
value: 42.225
verified: no, type: ndcg_at_1000
value: 44.523
verified: no, type: ndcg_at_3
value: 32.82
verified: no, type: ndcg_at_5
value: 34.583000000000006
verified: no, type: precision_at_1
value: 29.908
verified: no, type: precision_at_10
value: 5.6129999999999995
verified: no, type: precision_at_100
value: 0.9079999999999999
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 13.753000000000002
verified: no, type: precision_at_5
value: 9.417
verified: no, type: recall_at_1
value: 26.325
verified: no, type: recall_at_10
value: 45.975
verified: no, type: recall_at_100
value: 70.393
verified: no, type: recall_at_1000
value: 87.217
verified: no, type: recall_at_3
value: 35.195
verified: no, type: recall_at_5
value: 39.69
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.828
verified: no, type: map_at_10
value: 25.759
verified: no, type: map_at_100
value: 26.961000000000002
verified: no, type: map_at_1000
value: 27.094
verified: no, type: map_at_3
value: 23.166999999999998
verified: no, type: map_at_5
value: 24.610000000000003
verified: no, type: mrr_at_1
value: 21.61
verified: no, type: mrr_at_10
value: 29.605999999999998
verified: no, type: mrr_at_100
value: 30.586000000000002
verified: no, type: mrr_at_1000
value: 30.664
verified: no, type: mrr_at_3
value: 27.214
verified: no, type: mrr_at_5
value: 28.571
verified: no, type: ndcg_at_1
value: 21.61
verified: no, type: ndcg_at_10
value: 30.740000000000002
verified: no, type: ndcg_at_100
value: 36.332
verified: no, type: ndcg_at_1000
value: 39.296
verified: no, type: ndcg_at_3
value: 26.11
verified: no, type: ndcg_at_5
value: 28.297
verified: no, type: precision_at_1
value: 21.61
verified: no, type: precision_at_10
value: 5.643
verified: no, type: precision_at_100
value: 1
verified: no, type: precision_at_1000
value: 0.14400000000000002
verified: no, type: precision_at_3
value: 12.4
verified: no, type: precision_at_5
value: 9.119
verified: no, type: recall_at_1
value: 17.828
verified: no, type: recall_at_10
value: 41.876000000000005
verified: no, type: recall_at_100
value: 66.648
verified: no, type: recall_at_1000
value: 87.763
verified: no, type: recall_at_3
value: 28.957
verified: no, type: recall_at_5
value: 34.494
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.921000000000003
verified: no, type: map_at_10
value: 37.156
verified: no, type: map_at_100
value: 38.399
verified: no, type: map_at_1000
value: 38.498
verified: no, type: map_at_3
value: 34.134
verified: no, type: map_at_5
value: 35.936
verified: no, type: mrr_at_1
value: 32.649
verified: no, type: mrr_at_10
value: 41.19
verified: no, type: mrr_at_100
value: 42.102000000000004
verified: no, type: mrr_at_1000
value: 42.157
verified: no, type: mrr_at_3
value: 38.464
verified: no, type: mrr_at_5
value: 40.148
verified: no, type: ndcg_at_1
value: 32.649
verified: no, type: ndcg_at_10
value: 42.679
verified: no, type: ndcg_at_100
value: 48.27
verified: no, type: ndcg_at_1000
value: 50.312
verified: no, type: ndcg_at_3
value: 37.269000000000005
verified: no, type: ndcg_at_5
value: 40.055
verified: no, type: precision_at_1
value: 32.649
verified: no, type: precision_at_10
value: 7.155
verified: no, type: precision_at_100
value: 1.124
verified: no, type: precision_at_1000
value: 0.14100000000000001
verified: no, type: precision_at_3
value: 16.791
verified: no, type: precision_at_5
value: 12.015
verified: no, type: recall_at_1
value: 27.921000000000003
verified: no, type: recall_at_10
value: 55.357
verified: no, type: recall_at_100
value: 79.476
verified: no, type: recall_at_1000
value: 93.314
verified: no, type: recall_at_3
value: 40.891
verified: no, type: recall_at_5
value: 47.851
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.524
verified: no, type: map_at_10
value: 35.135
verified: no, type: map_at_100
value: 36.665
verified: no, type: map_at_1000
value: 36.886
verified: no, type: map_at_3
value: 31.367
verified: no, type: map_at_5
value: 33.724
verified: no, type: mrr_at_1
value: 30.631999999999998
verified: no, type: mrr_at_10
value: 39.616
verified: no, type: mrr_at_100
value: 40.54
verified: no, type: mrr_at_1000
value: 40.585
verified: no, type: mrr_at_3
value: 36.462
verified: no, type: mrr_at_5
value: 38.507999999999996
verified: no, type: ndcg_at_1
value: 30.631999999999998
verified: no, type: ndcg_at_10
value: 41.61
verified: no, type: ndcg_at_100
value: 47.249
verified: no, type: ndcg_at_1000
value: 49.662
verified: no, type: ndcg_at_3
value: 35.421
verified: no, type: ndcg_at_5
value: 38.811
verified: no, type: precision_at_1
value: 30.631999999999998
verified: no, type: precision_at_10
value: 8.123
verified: no, type: precision_at_100
value: 1.5810000000000002
verified: no, type: precision_at_1000
value: 0.245
verified: no, type: precision_at_3
value: 16.337
verified: no, type: precision_at_5
value: 12.568999999999999
verified: no, type: recall_at_1
value: 25.524
verified: no, type: recall_at_10
value: 54.994
verified: no, type: recall_at_100
value: 80.03099999999999
verified: no, type: recall_at_1000
value: 95.25099999999999
verified: no, type: recall_at_3
value: 37.563
verified: no, type: recall_at_5
value: 46.428999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.224
verified: no, type: map_at_10
value: 30.599999999999998
verified: no, type: map_at_100
value: 31.526
verified: no, type: map_at_1000
value: 31.629
verified: no, type: map_at_3
value: 27.491
verified: no, type: map_at_5
value: 29.212
verified: no, type: mrr_at_1
value: 24.214
verified: no, type: mrr_at_10
value: 32.632
verified: no, type: mrr_at_100
value: 33.482
verified: no, type: mrr_at_1000
value: 33.550000000000004
verified: no, type: mrr_at_3
value: 29.852
verified: no, type: mrr_at_5
value: 31.451
verified: no, type: ndcg_at_1
value: 24.214
verified: no, type: ndcg_at_10
value: 35.802
verified: no, type: ndcg_at_100
value: 40.502
verified: no, type: ndcg_at_1000
value: 43.052
verified: no, type: ndcg_at_3
value: 29.847
verified: no, type: ndcg_at_5
value: 32.732
verified: no, type: precision_at_1
value: 24.214
verified: no, type: precision_at_10
value: 5.804
verified: no, type: precision_at_100
value: 0.885
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 12.692999999999998
verified: no, type: precision_at_5
value: 9.242
verified: no, type: recall_at_1
value: 22.224
verified: no, type: recall_at_10
value: 49.849
verified: no, type: recall_at_100
value: 71.45
verified: no, type: recall_at_1000
value: 90.583
verified: no, type: recall_at_3
value: 34.153
verified: no, type: recall_at_5
value: 41.004000000000005
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 12.386999999999999
verified: no, type: map_at_10
value: 20.182
verified: no, type: map_at_100
value: 21.86
verified: no, type: map_at_1000
value: 22.054000000000002
verified: no, type: map_at_3
value: 17.165
verified: no, type: map_at_5
value: 18.643
verified: no, type: mrr_at_1
value: 26.906000000000002
verified: no, type: mrr_at_10
value: 37.907999999999994
verified: no, type: mrr_at_100
value: 38.868
verified: no, type: mrr_at_1000
value: 38.913
verified: no, type: mrr_at_3
value: 34.853
verified: no, type: mrr_at_5
value: 36.567
verified: no, type: ndcg_at_1
value: 26.906000000000002
verified: no, type: ndcg_at_10
value: 28.103
verified: no, type: ndcg_at_100
value: 35.073
verified: no, type: ndcg_at_1000
value: 38.653
verified: no, type: ndcg_at_3
value: 23.345
verified: no, type: ndcg_at_5
value: 24.828
verified: no, type: precision_at_1
value: 26.906000000000002
verified: no, type: precision_at_10
value: 8.547
verified: no, type: precision_at_100
value: 1.617
verified: no, type: precision_at_1000
value: 0.22799999999999998
verified: no, type: precision_at_3
value: 17.025000000000002
verified: no, type: precision_at_5
value: 12.834000000000001
verified: no, type: recall_at_1
value: 12.386999999999999
verified: no, type: recall_at_10
value: 33.306999999999995
verified: no, type: recall_at_100
value: 57.516
verified: no, type: recall_at_1000
value: 77.74799999999999
verified: no, type: recall_at_3
value: 21.433
verified: no, type: recall_at_5
value: 25.915
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.322
verified: no, type: map_at_10
value: 20.469
verified: no, type: map_at_100
value: 28.638
verified: no, type: map_at_1000
value: 30.433
verified: no, type: map_at_3
value: 14.802000000000001
verified: no, type: map_at_5
value: 17.297
verified: no, type: mrr_at_1
value: 68.75
verified: no, type: mrr_at_10
value: 76.29599999999999
verified: no, type: mrr_at_100
value: 76.62400000000001
verified: no, type: mrr_at_1000
value: 76.633
verified: no, type: mrr_at_3
value: 75.083
verified: no, type: mrr_at_5
value: 75.771
verified: no, type: ndcg_at_1
value: 54.87499999999999
verified: no, type: ndcg_at_10
value: 41.185
verified: no, type: ndcg_at_100
value: 46.400000000000006
verified: no, type: ndcg_at_1000
value: 54.223
verified: no, type: ndcg_at_3
value: 45.489000000000004
verified: no, type: ndcg_at_5
value: 43.161
verified: no, type: precision_at_1
value: 68.75
verified: no, type: precision_at_10
value: 32.300000000000004
verified: no, type: precision_at_100
value: 10.607999999999999
verified: no, type: precision_at_1000
value: 2.237
verified: no, type: precision_at_3
value: 49.083
verified: no, type: precision_at_5
value: 41.6
verified: no, type: recall_at_1
value: 9.322
verified: no, type: recall_at_10
value: 25.696
verified: no, type: recall_at_100
value: 52.898
verified: no, type: recall_at_1000
value: 77.281
verified: no, type: recall_at_3
value: 15.943
verified: no, type: recall_at_5
value: 19.836000000000002
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 48.650000000000006
verified: no, type: f1
value: 43.528467245539396
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 66.56
verified: no, type: map_at_10
value: 76.767
verified: no, type: map_at_100
value: 77.054
verified: no, type: map_at_1000
value: 77.068
verified: no, type: map_at_3
value: 75.29299999999999
verified: no, type: map_at_5
value: 76.24
verified: no, type: mrr_at_1
value: 71.842
verified: no, type: mrr_at_10
value: 81.459
verified: no, type: mrr_at_100
value: 81.58800000000001
verified: no, type: mrr_at_1000
value: 81.59100000000001
verified: no, type: mrr_at_3
value: 80.188
verified: no, type: mrr_at_5
value: 81.038
verified: no, type: ndcg_at_1
value: 71.842
verified: no, type: ndcg_at_10
value: 81.51899999999999
verified: no, type: ndcg_at_100
value: 82.544
verified: no, type: ndcg_at_1000
value: 82.829
verified: no, type: ndcg_at_3
value: 78.92
verified: no, type: ndcg_at_5
value: 80.406
verified: no, type: precision_at_1
value: 71.842
verified: no, type: precision_at_10
value: 10.066
verified: no, type: precision_at_100
value: 1.076
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 30.703000000000003
verified: no, type: precision_at_5
value: 19.301
verified: no, type: recall_at_1
value: 66.56
verified: no, type: recall_at_10
value: 91.55
verified: no, type: recall_at_100
value: 95.67099999999999
verified: no, type: recall_at_1000
value: 97.539
verified: no, type: recall_at_3
value: 84.46900000000001
verified: no, type: recall_at_5
value: 88.201
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.087
verified: no, type: map_at_10
value: 32.830999999999996
verified: no, type: map_at_100
value: 34.814
verified: no, type: map_at_1000
value: 34.999
verified: no, type: map_at_3
value: 28.198
verified: no, type: map_at_5
value: 30.779
verified: no, type: mrr_at_1
value: 38.889
verified: no, type: mrr_at_10
value: 48.415
verified: no, type: mrr_at_100
value: 49.187
verified: no, type: mrr_at_1000
value: 49.226
verified: no, type: mrr_at_3
value: 45.705
verified: no, type: mrr_at_5
value: 47.225
verified: no, type: ndcg_at_1
value: 38.889
verified: no, type: ndcg_at_10
value: 40.758
verified: no, type: ndcg_at_100
value: 47.671
verified: no, type: ndcg_at_1000
value: 50.744
verified: no, type: ndcg_at_3
value: 36.296
verified: no, type: ndcg_at_5
value: 37.852999999999994
verified: no, type: precision_at_1
value: 38.889
verified: no, type: precision_at_10
value: 11.466
verified: no, type: precision_at_100
value: 1.8499999999999999
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 24.126
verified: no, type: precision_at_5
value: 18.21
verified: no, type: recall_at_1
value: 20.087
verified: no, type: recall_at_10
value: 48.042
verified: no, type: recall_at_100
value: 73.493
verified: no, type: recall_at_1000
value: 91.851
verified: no, type: recall_at_3
value: 32.694
verified: no, type: recall_at_5
value: 39.099000000000004
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.096000000000004
verified: no, type: map_at_10
value: 56.99999999999999
verified: no, type: map_at_100
value: 57.914
verified: no, type: map_at_1000
value: 57.984
verified: no, type: map_at_3
value: 53.900999999999996
verified: no, type: map_at_5
value: 55.827000000000005
verified: no, type: mrr_at_1
value: 76.19200000000001
verified: no, type: mrr_at_10
value: 81.955
verified: no, type: mrr_at_100
value: 82.164
verified: no, type: mrr_at_1000
value: 82.173
verified: no, type: mrr_at_3
value: 80.963
verified: no, type: mrr_at_5
value: 81.574
verified: no, type: ndcg_at_1
value: 76.19200000000001
verified: no, type: ndcg_at_10
value: 65.75
verified: no, type: ndcg_at_100
value: 68.949
verified: no, type: ndcg_at_1000
value: 70.342
verified: no, type: ndcg_at_3
value: 61.29
verified: no, type: ndcg_at_5
value: 63.747
verified: no, type: precision_at_1
value: 76.19200000000001
verified: no, type: precision_at_10
value: 13.571
verified: no, type: precision_at_100
value: 1.6070000000000002
verified: no, type: precision_at_1000
value: 0.179
verified: no, type: precision_at_3
value: 38.663
verified: no, type: precision_at_5
value: 25.136999999999997
verified: no, type: recall_at_1
value: 38.096000000000004
verified: no, type: recall_at_10
value: 67.853
verified: no, type: recall_at_100
value: 80.365
verified: no, type: recall_at_1000
value: 89.629
verified: no, type: recall_at_3
value: 57.995
verified: no, type: recall_at_5
value: 62.843
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 85.95200000000001
verified: no, type: ap
value: 80.73847277002109
verified: no, type: f1
value: 85.92406135678594
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 20.916999999999998
verified: no, type: map_at_10
value: 33.23
verified: no, type: map_at_100
value: 34.427
verified: no, type: map_at_1000
value: 34.477000000000004
verified: no, type: map_at_3
value: 29.292
verified: no, type: map_at_5
value: 31.6
verified: no, type: mrr_at_1
value: 21.547
verified: no, type: mrr_at_10
value: 33.839999999999996
verified: no, type: mrr_at_100
value: 34.979
verified: no, type: mrr_at_1000
value: 35.022999999999996
verified: no, type: mrr_at_3
value: 29.988
verified: no, type: mrr_at_5
value: 32.259
verified: no, type: ndcg_at_1
value: 21.519
verified: no, type: ndcg_at_10
value: 40.209
verified: no, type: ndcg_at_100
value: 45.954
verified: no, type: ndcg_at_1000
value: 47.187
verified: no, type: ndcg_at_3
value: 32.227
verified: no, type: ndcg_at_5
value: 36.347
verified: no, type: precision_at_1
value: 21.519
verified: no, type: precision_at_10
value: 6.447
verified: no, type: precision_at_100
value: 0.932
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 13.877999999999998
verified: no, type: precision_at_5
value: 10.404
verified: no, type: recall_at_1
value: 20.916999999999998
verified: no, type: recall_at_10
value: 61.7
verified: no, type: recall_at_100
value: 88.202
verified: no, type: recall_at_1000
value: 97.588
verified: no, type: recall_at_3
value: 40.044999999999995
verified: no, type: recall_at_5
value: 49.964999999999996
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.02781577747379
verified: no, type: f1
value: 92.83653922768306
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 72.04286365709075
verified: no, type: f1
value: 53.43867658525793
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: 71.47276395427035
verified: no, type: f1
value: 69.77017399597342
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: 76.3819771351715
verified: no, type: f1
value: 76.8484533435409
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 33.16515993299593
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: 31.77145323314774
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.53637706586391
verified: no, type: mrr
value: 33.7312926288863
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.063999999999999
verified: no, type: map_at_10
value: 15.046999999999999
verified: no, type: map_at_100
value: 19.116
verified: no, type: map_at_1000
value: 20.702
verified: no, type: map_at_3
value: 10.932
verified: no, type: map_at_5
value: 12.751999999999999
verified: no, type: mrr_at_1
value: 50.464
verified: no, type: mrr_at_10
value: 58.189
verified: no, type: mrr_at_100
value: 58.733999999999995
verified: no, type: mrr_at_1000
value: 58.769000000000005
verified: no, type: mrr_at_3
value: 56.24400000000001
verified: no, type: mrr_at_5
value: 57.68299999999999
verified: no, type: ndcg_at_1
value: 48.142
verified: no, type: ndcg_at_10
value: 37.897
verified: no, type: ndcg_at_100
value: 35.264
verified: no, type: ndcg_at_1000
value: 44.033
verified: no, type: ndcg_at_3
value: 42.967
verified: no, type: ndcg_at_5
value: 40.815
verified: no, type: precision_at_1
value: 50.15500000000001
verified: no, type: precision_at_10
value: 28.235
verified: no, type: precision_at_100
value: 8.994
verified: no, type: precision_at_1000
value: 2.218
verified: no, type: precision_at_3
value: 40.041
verified: no, type: precision_at_5
value: 35.046
verified: no, type: recall_at_1
value: 7.063999999999999
verified: no, type: recall_at_10
value: 18.598
verified: no, type: recall_at_100
value: 35.577999999999996
verified: no, type: recall_at_1000
value: 67.43
verified: no, type: recall_at_3
value: 11.562999999999999
verified: no, type: recall_at_5
value: 14.771
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.046
verified: no, type: map_at_10
value: 44.808
verified: no, type: map_at_100
value: 45.898
verified: no, type: map_at_1000
value: 45.927
verified: no, type: map_at_3
value: 40.19
verified: no, type: map_at_5
value: 42.897
verified: no, type: mrr_at_1
value: 32.706
verified: no, type: mrr_at_10
value: 47.275
verified: no, type: mrr_at_100
value: 48.075
verified: no, type: mrr_at_1000
value: 48.095
verified: no, type: mrr_at_3
value: 43.463
verified: no, type: mrr_at_5
value: 45.741
verified: no, type: ndcg_at_1
value: 32.706
verified: no, type: ndcg_at_10
value: 52.835
verified: no, type: ndcg_at_100
value: 57.345
verified: no, type: ndcg_at_1000
value: 57.985
verified: no, type: ndcg_at_3
value: 44.171
verified: no, type: ndcg_at_5
value: 48.661
verified: no, type: precision_at_1
value: 32.706
verified: no, type: precision_at_10
value: 8.895999999999999
verified: no, type: precision_at_100
value: 1.143
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 20.238999999999997
verified: no, type: precision_at_5
value: 14.728
verified: no, type: recall_at_1
value: 29.046
verified: no, type: recall_at_10
value: 74.831
verified: no, type: recall_at_100
value: 94.192
verified: no, type: recall_at_1000
value: 98.897
verified: no, type: recall_at_3
value: 52.37500000000001
verified: no, type: recall_at_5
value: 62.732
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.38799999999999
verified: no, type: map_at_10
value: 84.315
verified: no, type: map_at_100
value: 84.955
verified: no, type: map_at_1000
value: 84.971
verified: no, type: map_at_3
value: 81.33399999999999
verified: no, type: map_at_5
value: 83.21300000000001
verified: no, type: mrr_at_1
value: 81.03
verified: no, type: mrr_at_10
value: 87.395
verified: no, type: mrr_at_100
value: 87.488
verified: no, type: mrr_at_1000
value: 87.48899999999999
verified: no, type: mrr_at_3
value: 86.41499999999999
verified: no, type: mrr_at_5
value: 87.074
verified: no, type: ndcg_at_1
value: 81.04
verified: no, type: ndcg_at_10
value: 88.151
verified: no, type: ndcg_at_100
value: 89.38199999999999
verified: no, type: ndcg_at_1000
value: 89.479
verified: no, type: ndcg_at_3
value: 85.24000000000001
verified: no, type: ndcg_at_5
value: 86.856
verified: no, type: precision_at_1
value: 81.04
verified: no, type: precision_at_10
value: 13.372
verified: no, type: precision_at_100
value: 1.526
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.217
verified: no, type: precision_at_5
value: 24.502
verified: no, type: recall_at_1
value: 70.38799999999999
verified: no, type: recall_at_10
value: 95.452
verified: no, type: recall_at_100
value: 99.59700000000001
verified: no, type: recall_at_1000
value: 99.988
verified: no, type: recall_at_3
value: 87.11
verified: no, type: recall_at_5
value: 91.662
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 59.334991029213235
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: 62.586500854616666
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.153
verified: no, type: map_at_10
value: 14.277000000000001
verified: no, type: map_at_100
value: 16.922
verified: no, type: map_at_1000
value: 17.302999999999997
verified: no, type: map_at_3
value: 9.961
verified: no, type: map_at_5
value: 12.257
verified: no, type: mrr_at_1
value: 25.4
verified: no, type: mrr_at_10
value: 37.458000000000006
verified: no, type: mrr_at_100
value: 38.681
verified: no, type: mrr_at_1000
value: 38.722
verified: no, type: mrr_at_3
value: 34.1
verified: no, type: mrr_at_5
value: 36.17
verified: no, type: ndcg_at_1
value: 25.4
verified: no, type: ndcg_at_10
value: 23.132
verified: no, type: ndcg_at_100
value: 32.908
verified: no, type: ndcg_at_1000
value: 38.754
verified: no, type: ndcg_at_3
value: 21.82
verified: no, type: ndcg_at_5
value: 19.353
verified: no, type: precision_at_1
value: 25.4
verified: no, type: precision_at_10
value: 12.1
verified: no, type: precision_at_100
value: 2.628
verified: no, type: precision_at_1000
value: 0.402
verified: no, type: precision_at_3
value: 20.732999999999997
verified: no, type: precision_at_5
value: 17.34
verified: no, type: recall_at_1
value: 5.153
verified: no, type: recall_at_10
value: 24.54
verified: no, type: recall_at_100
value: 53.293
verified: no, type: recall_at_1000
value: 81.57
verified: no, type: recall_at_3
value: 12.613
verified: no, type: recall_at_5
value: 17.577
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: 84.86284404925333
verified: no, type: cos_sim_spearman
value: 78.85870555294795
verified: no, type: euclidean_pearson
value: 82.20105295276093
verified: no, type: euclidean_spearman
value: 78.92125617009592
verified: no, type: manhattan_pearson
value: 82.15840025289069
verified: no, type: manhattan_spearman
value: 78.85955732900803
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: 84.98747423389027
verified: no, type: cos_sim_spearman
value: 75.71298531799367
verified: no, type: euclidean_pearson
value: 81.59709559192291
verified: no, type: euclidean_spearman
value: 75.40622749225653
verified: no, type: manhattan_pearson
value: 81.55553547608804
verified: no, type: manhattan_spearman
value: 75.39380235424899
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: 83.76861330695503
verified: no, type: cos_sim_spearman
value: 85.72991921531624
verified: no, type: euclidean_pearson
value: 84.84504307397536
verified: no, type: euclidean_spearman
value: 86.02679162824732
verified: no, type: manhattan_pearson
value: 84.79969439220142
verified: no, type: manhattan_spearman
value: 85.99238837291625
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 83.31929747511796
verified: no, type: cos_sim_spearman
value: 81.50806522502528
verified: no, type: euclidean_pearson
value: 82.93936686512777
verified: no, type: euclidean_spearman
value: 81.54403447993224
verified: no, type: manhattan_pearson
value: 82.89696981900828
verified: no, type: manhattan_spearman
value: 81.52817825470865
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: 87.14413295332908
verified: no, type: cos_sim_spearman
value: 88.81032027008195
verified: no, type: euclidean_pearson
value: 88.19205563407645
verified: no, type: euclidean_spearman
value: 88.89738339479216
verified: no, type: manhattan_pearson
value: 88.11075942004189
verified: no, type: manhattan_spearman
value: 88.8297061675564
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: 82.15980075557017
verified: no, type: cos_sim_spearman
value: 83.81896308594801
verified: no, type: euclidean_pearson
value: 83.11195254311338
verified: no, type: euclidean_spearman
value: 84.10479481755407
verified: no, type: manhattan_pearson
value: 83.13915225100556
verified: no, type: manhattan_spearman
value: 84.09895591027859
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: 87.93669480147919
verified: no, type: cos_sim_spearman
value: 87.89861394614361
verified: no, type: euclidean_pearson
value: 88.37316413202339
verified: no, type: euclidean_spearman
value: 88.18033817842569
verified: no, type: manhattan_pearson
value: 88.39427578879469
verified: no, type: manhattan_spearman
value: 88.09185009236847
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 66.62215083348255
verified: no, type: cos_sim_spearman
value: 67.33243665716736
verified: no, type: euclidean_pearson
value: 67.60871701996284
verified: no, type: euclidean_spearman
value: 66.75929225238659
verified: no, type: manhattan_pearson
value: 67.63907838970992
verified: no, type: manhattan_spearman
value: 66.79313656754846
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: 84.65549191934764
verified: no, type: cos_sim_spearman
value: 85.73266847750143
verified: no, type: euclidean_pearson
value: 85.75609932254318
verified: no, type: euclidean_spearman
value: 85.9452287759371
verified: no, type: manhattan_pearson
value: 85.69717413063573
verified: no, type: manhattan_spearman
value: 85.86546318377046
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 87.08164129085783
verified: no, type: mrr
value: 96.2877273416489
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 62.09400000000001
verified: no, type: map_at_10
value: 71.712
verified: no, type: map_at_100
value: 72.128
verified: no, type: map_at_1000
value: 72.14399999999999
verified: no, type: map_at_3
value: 68.93
verified: no, type: map_at_5
value: 70.694
verified: no, type: mrr_at_1
value: 65
verified: no, type: mrr_at_10
value: 72.572
verified: no, type: mrr_at_100
value: 72.842
verified: no, type: mrr_at_1000
value: 72.856
verified: no, type: mrr_at_3
value: 70.44399999999999
verified: no, type: mrr_at_5
value: 71.744
verified: no, type: ndcg_at_1
value: 65
verified: no, type: ndcg_at_10
value: 76.178
verified: no, type: ndcg_at_100
value: 77.887
verified: no, type: ndcg_at_1000
value: 78.227
verified: no, type: ndcg_at_3
value: 71.367
verified: no, type: ndcg_at_5
value: 73.938
verified: no, type: precision_at_1
value: 65
verified: no, type: precision_at_10
value: 10.033
verified: no, type: precision_at_100
value: 1.097
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 27.667
verified: no, type: precision_at_5
value: 18.4
verified: no, type: recall_at_1
value: 62.09400000000001
verified: no, type: recall_at_10
value: 89.022
verified: no, type: recall_at_100
value: 96.833
verified: no, type: recall_at_1000
value: 99.333
verified: no, type: recall_at_3
value: 75.922
verified: no, type: recall_at_5
value: 82.428
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: 99.82178217821782
verified: no, type: cos_sim_ap
value: 95.71282508220798
verified: no, type: cos_sim_f1
value: 90.73120494335737
verified: no, type: cos_sim_precision
value: 93.52441613588111
verified: no, type: cos_sim_recall
value: 88.1
verified: no, type: dot_accuracy
value: 99.73960396039604
verified: no, type: dot_ap
value: 92.98534606529098
verified: no, type: dot_f1
value: 86.83024536805209
verified: no, type: dot_precision
value: 86.96088264794383
verified: no, type: dot_recall
value: 86.7
verified: no, type: euclidean_accuracy
value: 99.82475247524752
verified: no, type: euclidean_ap
value: 95.72927039014849
verified: no, type: euclidean_f1
value: 90.89974293059126
verified: no, type: euclidean_precision
value: 93.54497354497354
verified: no, type: euclidean_recall
value: 88.4
verified: no, type: manhattan_accuracy
value: 99.82574257425742
verified: no, type: manhattan_ap
value: 95.72142177390405
verified: no, type: manhattan_f1
value: 91.00152516522625
verified: no, type: manhattan_precision
value: 92.55429162357808
verified: no, type: manhattan_recall
value: 89.5
verified: no, type: max_accuracy
value: 99.82574257425742
verified: no, type: max_ap
value: 95.72927039014849
verified: no, type: max_f1
value: 91.00152516522625
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 66.63957663468679
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: 36.003307257923964
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 53.005825525863905
verified: no, type: mrr
value: 53.854683919022165
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.503611569974098
verified: no, type: cos_sim_spearman
value: 31.17155564248449
verified: no, type: dot_pearson
value: 26.740428413981306
verified: no, type: dot_spearman
value: 26.55727635469746
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.23600000000000002
verified: no, type: map_at_10
value: 1.7670000000000001
verified: no, type: map_at_100
value: 10.208
verified: no, type: map_at_1000
value: 25.997999999999998
verified: no, type: map_at_3
value: 0.605
verified: no, type: map_at_5
value: 0.9560000000000001
verified: no, type: mrr_at_1
value: 84
verified: no, type: mrr_at_10
value: 90.167
verified: no, type: mrr_at_100
value: 90.167
verified: no, type: mrr_at_1000
value: 90.167
verified: no, type: mrr_at_3
value: 89.667
verified: no, type: mrr_at_5
value: 90.167
verified: no, type: ndcg_at_1
value: 77
verified: no, type: ndcg_at_10
value: 68.783
verified: no, type: ndcg_at_100
value: 54.196
verified: no, type: ndcg_at_1000
value: 52.077
verified: no, type: ndcg_at_3
value: 71.642
verified: no, type: ndcg_at_5
value: 70.45700000000001
verified: no, type: precision_at_1
value: 84
verified: no, type: precision_at_10
value: 73
verified: no, type: precision_at_100
value: 55.48
verified: no, type: precision_at_1000
value: 23.102
verified: no, type: precision_at_3
value: 76
verified: no, type: precision_at_5
value: 74.8
verified: no, type: recall_at_1
value: 0.23600000000000002
verified: no, type: recall_at_10
value: 1.9869999999999999
verified: no, type: recall_at_100
value: 13.749
verified: no, type: recall_at_1000
value: 50.157
verified: no, type: recall_at_3
value: 0.633
verified: no, type: recall_at_5
value: 1.0290000000000001
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.437
verified: no, type: map_at_10
value: 8.791
verified: no, type: map_at_100
value: 15.001999999999999
verified: no, type: map_at_1000
value: 16.549
verified: no, type: map_at_3
value: 3.8080000000000003
verified: no, type: map_at_5
value: 5.632000000000001
verified: no, type: mrr_at_1
value: 20.408
verified: no, type: mrr_at_10
value: 36.96
verified: no, type: mrr_at_100
value: 37.912
verified: no, type: mrr_at_1000
value: 37.912
verified: no, type: mrr_at_3
value: 29.592000000000002
verified: no, type: mrr_at_5
value: 34.489999999999995
verified: no, type: ndcg_at_1
value: 19.387999999999998
verified: no, type: ndcg_at_10
value: 22.554
verified: no, type: ndcg_at_100
value: 35.197
verified: no, type: ndcg_at_1000
value: 46.58
verified: no, type: ndcg_at_3
value: 20.285
verified: no, type: ndcg_at_5
value: 21.924
verified: no, type: precision_at_1
value: 20.408
verified: no, type: precision_at_10
value: 21.837
verified: no, type: precision_at_100
value: 7.754999999999999
verified: no, type: precision_at_1000
value: 1.537
verified: no, type: precision_at_3
value: 21.769
verified: no, type: precision_at_5
value: 23.673
verified: no, type: recall_at_1
value: 1.437
verified: no, type: recall_at_10
value: 16.314999999999998
verified: no, type: recall_at_100
value: 47.635
verified: no, type: recall_at_1000
value: 82.963
verified: no, type: recall_at_3
value: 4.955
verified: no, type: recall_at_5
value: 8.805
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.6128
verified: no, type: ap
value: 14.279639861175664
verified: no, type: f1
value: 54.922292491204274
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 57.01188455008489
verified: no, type: f1
value: 57.377953019225515
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 52.306769136544254
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: 85.64701674912082
verified: no, type: cos_sim_ap
value: 72.46600945328552
verified: no, type: cos_sim_f1
value: 67.96572367648784
verified: no, type: cos_sim_precision
value: 61.21801649397336
verified: no, type: cos_sim_recall
value: 76.38522427440633
verified: no, type: dot_accuracy
value: 82.33295583238957
verified: no, type: dot_ap
value: 62.54843443071716
verified: no, type: dot_f1
value: 60.38378562507096
verified: no, type: dot_precision
value: 52.99980067769583
verified: no, type: dot_recall
value: 70.15831134564644
verified: no, type: euclidean_accuracy
value: 85.7423854085951
verified: no, type: euclidean_ap
value: 72.76873850945174
verified: no, type: euclidean_f1
value: 68.23556960543262
verified: no, type: euclidean_precision
value: 61.3344559040202
verified: no, type: euclidean_recall
value: 76.88654353562005
verified: no, type: manhattan_accuracy
value: 85.74834594981225
verified: no, type: manhattan_ap
value: 72.66825372446462
verified: no, type: manhattan_f1
value: 68.21539194662853
verified: no, type: manhattan_precision
value: 62.185056472632496
verified: no, type: manhattan_recall
value: 75.54089709762533
verified: no, type: max_accuracy
value: 85.74834594981225
verified: no, type: max_ap
value: 72.76873850945174
verified: no, type: max_f1
value: 68.23556960543262
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: 88.73171110334924
verified: no, type: cos_sim_ap
value: 85.51855542063649
verified: no, type: cos_sim_f1
value: 77.95706775700934
verified: no, type: cos_sim_precision
value: 74.12524298805887
verified: no, type: cos_sim_recall
value: 82.20665229442562
verified: no, type: dot_accuracy
value: 86.94842240074514
verified: no, type: dot_ap
value: 80.90995345771762
verified: no, type: dot_f1
value: 74.20765027322403
verified: no, type: dot_precision
value: 70.42594385285575
verified: no, type: dot_recall
value: 78.41854019094548
verified: no, type: euclidean_accuracy
value: 88.73753250281368
verified: no, type: euclidean_ap
value: 85.54712254033734
verified: no, type: euclidean_f1
value: 78.07565728654365
verified: no, type: euclidean_precision
value: 75.1120597652081
verified: no, type: euclidean_recall
value: 81.282722513089
verified: no, type: manhattan_accuracy
value: 88.72588970388482
verified: no, type: manhattan_ap
value: 85.52118291594071
verified: no, type: manhattan_f1
value: 78.04428724070593
verified: no, type: manhattan_precision
value: 74.83219105490002
verified: no, type: manhattan_recall
value: 81.54450261780106
verified: no, type: max_accuracy
value: 88.73753250281368
verified: no, type: max_ap
value: 85.54712254033734
verified: no, type: max_f1
value: 78.07565728654365
verified: no
language: en
license: mit
Likes: 129 | All-time downloads: 17914948
Created: 2023-07-27 03:21:20