Model: thenlper/gte-large
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, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: tags: mteb, sentence-similarity, sentence-transformers, Sentence Transformers
model-index: name: gte-large
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 72.62686567164178
verified: no, type: ap
value: 34.46944126809772
verified: no, type: f1
value: 66.23684353950857
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 92.51805
verified: no, type: ap
value: 89.49842783330848
verified: no, type: f1
value: 92.51112169431808
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (en)
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 49.074
verified: no, type: f1
value: 48.44785682572955
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.077
verified: no, type: map_at_10
value: 48.153
verified: no, type: map_at_100
value: 48.963
verified: no, type: map_at_1000
value: 48.966
verified: no, type: map_at_3
value: 43.184
verified: no, type: map_at_5
value: 46.072
verified: no, type: mrr_at_1
value: 33.073
verified: no, type: mrr_at_10
value: 48.54
verified: no, type: mrr_at_100
value: 49.335
verified: no, type: mrr_at_1000
value: 49.338
verified: no, type: mrr_at_3
value: 43.563
verified: no, type: mrr_at_5
value: 46.383
verified: no, type: ndcg_at_1
value: 32.077
verified: no, type: ndcg_at_10
value: 57.158
verified: no, type: ndcg_at_100
value: 60.324999999999996
verified: no, type: ndcg_at_1000
value: 60.402
verified: no, type: ndcg_at_3
value: 46.934
verified: no, type: ndcg_at_5
value: 52.158
verified: no, type: precision_at_1
value: 32.077
verified: no, type: precision_at_10
value: 8.591999999999999
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: 19.275000000000002
verified: no, type: precision_at_5
value: 14.111
verified: no, type: recall_at_1
value: 32.077
verified: no, type: recall_at_10
value: 85.917
verified: no, type: recall_at_100
value: 99.075
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 57.824
verified: no, type: recall_at_5
value: 70.555
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: 48.619246083417295
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: 43.3574067664688
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 63.06359661829253
verified: no, type: mrr
value: 76.15596007562766
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: 90.25407547368691
verified: no, type: cos_sim_spearman
value: 88.65081514968477
verified: no, type: euclidean_pearson
value: 88.14857116664494
verified: no, type: euclidean_spearman
value: 88.50683596540692
verified: no, type: manhattan_pearson
value: 87.9654797992225
verified: no, type: manhattan_spearman
value: 88.21164851646908
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.05844155844157
verified: no, type: f1
value: 86.01555597681825
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: 39.10510519739522
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: 36.84689960264385
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.800000000000004
verified: no, type: map_at_10
value: 44.857
verified: no, type: map_at_100
value: 46.512
verified: no, type: map_at_1000
value: 46.635
verified: no, type: map_at_3
value: 41.062
verified: no, type: map_at_5
value: 43.126
verified: no, type: mrr_at_1
value: 39.628
verified: no, type: mrr_at_10
value: 50.879
verified: no, type: mrr_at_100
value: 51.605000000000004
verified: no, type: mrr_at_1000
value: 51.641000000000005
verified: no, type: mrr_at_3
value: 48.14
verified: no, type: mrr_at_5
value: 49.835
verified: no, type: ndcg_at_1
value: 39.628
verified: no, type: ndcg_at_10
value: 51.819
verified: no, type: ndcg_at_100
value: 57.318999999999996
verified: no, type: ndcg_at_1000
value: 58.955999999999996
verified: no, type: ndcg_at_3
value: 46.409
verified: no, type: ndcg_at_5
value: 48.825
verified: no, type: precision_at_1
value: 39.628
verified: no, type: precision_at_10
value: 10.072000000000001
verified: no, type: precision_at_100
value: 1.625
verified: no, type: precision_at_1000
value: 0.21
verified: no, type: precision_at_3
value: 22.556
verified: no, type: precision_at_5
value: 16.309
verified: no, type: recall_at_1
value: 32.800000000000004
verified: no, type: recall_at_10
value: 65.078
verified: no, type: recall_at_100
value: 87.491
verified: no, type: recall_at_1000
value: 97.514
verified: no, type: recall_at_3
value: 49.561
verified: no, type: recall_at_5
value: 56.135999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.614
verified: no, type: map_at_10
value: 43.578
verified: no, type: map_at_100
value: 44.897
verified: no, type: map_at_1000
value: 45.023
verified: no, type: map_at_3
value: 40.282000000000004
verified: no, type: map_at_5
value: 42.117
verified: no, type: mrr_at_1
value: 40.510000000000005
verified: no, type: mrr_at_10
value: 49.428
verified: no, type: mrr_at_100
value: 50.068999999999996
verified: no, type: mrr_at_1000
value: 50.111000000000004
verified: no, type: mrr_at_3
value: 47.176
verified: no, type: mrr_at_5
value: 48.583999999999996
verified: no, type: ndcg_at_1
value: 40.510000000000005
verified: no, type: ndcg_at_10
value: 49.478
verified: no, type: ndcg_at_100
value: 53.852
verified: no, type: ndcg_at_1000
value: 55.782
verified: no, type: ndcg_at_3
value: 45.091
verified: no, type: ndcg_at_5
value: 47.19
verified: no, type: precision_at_1
value: 40.510000000000005
verified: no, type: precision_at_10
value: 9.363000000000001
verified: no, type: precision_at_100
value: 1.51
verified: no, type: precision_at_1000
value: 0.196
verified: no, type: precision_at_3
value: 21.741
verified: no, type: precision_at_5
value: 15.465000000000002
verified: no, type: recall_at_1
value: 32.614
verified: no, type: recall_at_10
value: 59.782000000000004
verified: no, type: recall_at_100
value: 78.012
verified: no, type: recall_at_1000
value: 90.319
verified: no, type: recall_at_3
value: 46.825
verified: no, type: recall_at_5
value: 52.688
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.266000000000005
verified: no, type: map_at_10
value: 53.756
verified: no, type: map_at_100
value: 54.809
verified: no, type: map_at_1000
value: 54.855
verified: no, type: map_at_3
value: 50.073
verified: no, type: map_at_5
value: 52.293
verified: no, type: mrr_at_1
value: 46.332
verified: no, type: mrr_at_10
value: 57.116
verified: no, type: mrr_at_100
value: 57.767
verified: no, type: mrr_at_1000
value: 57.791000000000004
verified: no, type: mrr_at_3
value: 54.461999999999996
verified: no, type: mrr_at_5
value: 56.092
verified: no, type: ndcg_at_1
value: 46.332
verified: no, type: ndcg_at_10
value: 60.092
verified: no, type: ndcg_at_100
value: 64.034
verified: no, type: ndcg_at_1000
value: 64.937
verified: no, type: ndcg_at_3
value: 54.071000000000005
verified: no, type: ndcg_at_5
value: 57.254000000000005
verified: no, type: precision_at_1
value: 46.332
verified: no, type: precision_at_10
value: 9.799
verified: no, type: precision_at_100
value: 1.278
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 24.368000000000002
verified: no, type: precision_at_5
value: 16.89
verified: no, type: recall_at_1
value: 40.266000000000005
verified: no, type: recall_at_10
value: 75.41499999999999
verified: no, type: recall_at_100
value: 92.01700000000001
verified: no, type: recall_at_1000
value: 98.379
verified: no, type: recall_at_3
value: 59.476
verified: no, type: recall_at_5
value: 67.297
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.589
verified: no, type: map_at_10
value: 37.755
verified: no, type: map_at_100
value: 38.881
verified: no, type: map_at_1000
value: 38.954
verified: no, type: map_at_3
value: 34.759
verified: no, type: map_at_5
value: 36.544
verified: no, type: mrr_at_1
value: 30.734
verified: no, type: mrr_at_10
value: 39.742
verified: no, type: mrr_at_100
value: 40.774
verified: no, type: mrr_at_1000
value: 40.824
verified: no, type: mrr_at_3
value: 37.137
verified: no, type: mrr_at_5
value: 38.719
verified: no, type: ndcg_at_1
value: 30.734
verified: no, type: ndcg_at_10
value: 42.978
verified: no, type: ndcg_at_100
value: 48.309000000000005
verified: no, type: ndcg_at_1000
value: 50.068
verified: no, type: ndcg_at_3
value: 37.361
verified: no, type: ndcg_at_5
value: 40.268
verified: no, type: precision_at_1
value: 30.734
verified: no, type: precision_at_10
value: 6.565
verified: no, type: precision_at_100
value: 0.964
verified: no, type: precision_at_1000
value: 0.11499999999999999
verified: no, type: precision_at_3
value: 15.744
verified: no, type: precision_at_5
value: 11.096
verified: no, type: recall_at_1
value: 28.589
verified: no, type: recall_at_10
value: 57.126999999999995
verified: no, type: recall_at_100
value: 81.051
verified: no, type: recall_at_1000
value: 94.027
verified: no, type: recall_at_3
value: 42.045
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: 18.5
verified: no, type: map_at_10
value: 27.950999999999997
verified: no, type: map_at_100
value: 29.186
verified: no, type: map_at_1000
value: 29.298000000000002
verified: no, type: map_at_3
value: 25.141000000000002
verified: no, type: map_at_5
value: 26.848
verified: no, type: mrr_at_1
value: 22.637
verified: no, type: mrr_at_10
value: 32.572
verified: no, type: mrr_at_100
value: 33.472
verified: no, type: mrr_at_1000
value: 33.533
verified: no, type: mrr_at_3
value: 29.747
verified: no, type: mrr_at_5
value: 31.482
verified: no, type: ndcg_at_1
value: 22.637
verified: no, type: ndcg_at_10
value: 33.73
verified: no, type: ndcg_at_100
value: 39.568
verified: no, type: ndcg_at_1000
value: 42.201
verified: no, type: ndcg_at_3
value: 28.505999999999997
verified: no, type: ndcg_at_5
value: 31.255
verified: no, type: precision_at_1
value: 22.637
verified: no, type: precision_at_10
value: 6.281000000000001
verified: no, type: precision_at_100
value: 1.073
verified: no, type: precision_at_1000
value: 0.14300000000000002
verified: no, type: precision_at_3
value: 13.847000000000001
verified: no, type: precision_at_5
value: 10.224
verified: no, type: recall_at_1
value: 18.5
verified: no, type: recall_at_10
value: 46.744
verified: no, type: recall_at_100
value: 72.072
verified: no, type: recall_at_1000
value: 91.03999999999999
verified: no, type: recall_at_3
value: 32.551
verified: no, type: recall_at_5
value: 39.533
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.602
verified: no, type: map_at_10
value: 42.18
verified: no, type: map_at_100
value: 43.6
verified: no, type: map_at_1000
value: 43.704
verified: no, type: map_at_3
value: 38.413000000000004
verified: no, type: map_at_5
value: 40.626
verified: no, type: mrr_at_1
value: 37.344
verified: no, type: mrr_at_10
value: 47.638000000000005
verified: no, type: mrr_at_100
value: 48.485
verified: no, type: mrr_at_1000
value: 48.52
verified: no, type: mrr_at_3
value: 44.867000000000004
verified: no, type: mrr_at_5
value: 46.566
verified: no, type: ndcg_at_1
value: 37.344
verified: no, type: ndcg_at_10
value: 48.632
verified: no, type: ndcg_at_100
value: 54.215
verified: no, type: ndcg_at_1000
value: 55.981
verified: no, type: ndcg_at_3
value: 42.681999999999995
verified: no, type: ndcg_at_5
value: 45.732
verified: no, type: precision_at_1
value: 37.344
verified: no, type: precision_at_10
value: 8.932
verified: no, type: precision_at_100
value: 1.376
verified: no, type: precision_at_1000
value: 0.17099999999999999
verified: no, type: precision_at_3
value: 20.276
verified: no, type: precision_at_5
value: 14.726
verified: no, type: recall_at_1
value: 30.602
verified: no, type: recall_at_10
value: 62.273
verified: no, type: recall_at_100
value: 85.12100000000001
verified: no, type: recall_at_1000
value: 96.439
verified: no, type: recall_at_3
value: 45.848
verified: no, type: recall_at_5
value: 53.615
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.952
verified: no, type: map_at_10
value: 35.177
verified: no, type: map_at_100
value: 36.59
verified: no, type: map_at_1000
value: 36.703
verified: no, type: map_at_3
value: 31.261
verified: no, type: map_at_5
value: 33.222
verified: no, type: mrr_at_1
value: 29.337999999999997
verified: no, type: mrr_at_10
value: 40.152
verified: no, type: mrr_at_100
value: 40.963
verified: no, type: mrr_at_1000
value: 41.016999999999996
verified: no, type: mrr_at_3
value: 36.91
verified: no, type: mrr_at_5
value: 38.685
verified: no, type: ndcg_at_1
value: 29.337999999999997
verified: no, type: ndcg_at_10
value: 41.994
verified: no, type: ndcg_at_100
value: 47.587
verified: no, type: ndcg_at_1000
value: 49.791000000000004
verified: no, type: ndcg_at_3
value: 35.27
verified: no, type: ndcg_at_5
value: 38.042
verified: no, type: precision_at_1
value: 29.337999999999997
verified: no, type: precision_at_10
value: 8.276
verified: no, type: precision_at_100
value: 1.276
verified: no, type: precision_at_1000
value: 0.164
verified: no, type: precision_at_3
value: 17.161
verified: no, type: precision_at_5
value: 12.671
verified: no, type: recall_at_1
value: 23.952
verified: no, type: recall_at_10
value: 57.267
verified: no, type: recall_at_100
value: 80.886
verified: no, type: recall_at_1000
value: 95.611
verified: no, type: recall_at_3
value: 38.622
verified: no, type: recall_at_5
value: 45.811
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.092083333333335
verified: no, type: map_at_10
value: 37.2925
verified: no, type: map_at_100
value: 38.57041666666666
verified: no, type: map_at_1000
value: 38.68141666666667
verified: no, type: map_at_3
value: 34.080000000000005
verified: no, type: map_at_5
value: 35.89958333333333
verified: no, type: mrr_at_1
value: 31.94758333333333
verified: no, type: mrr_at_10
value: 41.51049999999999
verified: no, type: mrr_at_100
value: 42.36099999999999
verified: no, type: mrr_at_1000
value: 42.4125
verified: no, type: mrr_at_3
value: 38.849583333333335
verified: no, type: mrr_at_5
value: 40.448249999999994
verified: no, type: ndcg_at_1
value: 31.94758333333333
verified: no, type: ndcg_at_10
value: 43.17633333333333
verified: no, type: ndcg_at_100
value: 48.45241666666668
verified: no, type: ndcg_at_1000
value: 50.513999999999996
verified: no, type: ndcg_at_3
value: 37.75216666666667
verified: no, type: ndcg_at_5
value: 40.393833333333326
verified: no, type: precision_at_1
value: 31.94758333333333
verified: no, type: precision_at_10
value: 7.688916666666666
verified: no, type: precision_at_100
value: 1.2250833333333333
verified: no, type: precision_at_1000
value: 0.1595
verified: no, type: precision_at_3
value: 17.465999999999998
verified: no, type: precision_at_5
value: 12.548083333333333
verified: no, type: recall_at_1
value: 27.092083333333335
verified: no, type: recall_at_10
value: 56.286583333333326
verified: no, type: recall_at_100
value: 79.09033333333333
verified: no, type: recall_at_1000
value: 93.27483333333335
verified: no, type: recall_at_3
value: 41.35325
verified: no, type: recall_at_5
value: 48.072750000000006
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.825
verified: no, type: map_at_10
value: 33.723
verified: no, type: map_at_100
value: 34.74
verified: no, type: map_at_1000
value: 34.824
verified: no, type: map_at_3
value: 31.369000000000003
verified: no, type: map_at_5
value: 32.533
verified: no, type: mrr_at_1
value: 29.293999999999997
verified: no, type: mrr_at_10
value: 36.84
verified: no, type: mrr_at_100
value: 37.681
verified: no, type: mrr_at_1000
value: 37.742
verified: no, type: mrr_at_3
value: 34.79
verified: no, type: mrr_at_5
value: 35.872
verified: no, type: ndcg_at_1
value: 29.293999999999997
verified: no, type: ndcg_at_10
value: 38.385999999999996
verified: no, type: ndcg_at_100
value: 43.327
verified: no, type: ndcg_at_1000
value: 45.53
verified: no, type: ndcg_at_3
value: 33.985
verified: no, type: ndcg_at_5
value: 35.817
verified: no, type: precision_at_1
value: 29.293999999999997
verified: no, type: precision_at_10
value: 6.12
verified: no, type: precision_at_100
value: 0.9329999999999999
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 14.621999999999998
verified: no, type: precision_at_5
value: 10.030999999999999
verified: no, type: recall_at_1
value: 25.825
verified: no, type: recall_at_10
value: 49.647000000000006
verified: no, type: recall_at_100
value: 72.32300000000001
verified: no, type: recall_at_1000
value: 88.62400000000001
verified: no, type: recall_at_3
value: 37.366
verified: no, type: recall_at_5
value: 41.957
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.139
verified: no, type: map_at_10
value: 26.107000000000003
verified: no, type: map_at_100
value: 27.406999999999996
verified: no, type: map_at_1000
value: 27.535999999999998
verified: no, type: map_at_3
value: 23.445
verified: no, type: map_at_5
value: 24.916
verified: no, type: mrr_at_1
value: 21.817
verified: no, type: mrr_at_10
value: 29.99
verified: no, type: mrr_at_100
value: 31.052000000000003
verified: no, type: mrr_at_1000
value: 31.128
verified: no, type: mrr_at_3
value: 27.627000000000002
verified: no, type: mrr_at_5
value: 29.005
verified: no, type: ndcg_at_1
value: 21.817
verified: no, type: ndcg_at_10
value: 31.135
verified: no, type: ndcg_at_100
value: 37.108000000000004
verified: no, type: ndcg_at_1000
value: 39.965
verified: no, type: ndcg_at_3
value: 26.439
verified: no, type: ndcg_at_5
value: 28.655
verified: no, type: precision_at_1
value: 21.817
verified: no, type: precision_at_10
value: 5.757000000000001
verified: no, type: precision_at_100
value: 1.036
verified: no, type: precision_at_1000
value: 0.147
verified: no, type: precision_at_3
value: 12.537
verified: no, type: precision_at_5
value: 9.229
verified: no, type: recall_at_1
value: 18.139
verified: no, type: recall_at_10
value: 42.272999999999996
verified: no, type: recall_at_100
value: 68.657
verified: no, type: recall_at_1000
value: 88.93799999999999
verified: no, type: recall_at_3
value: 29.266
verified: no, type: recall_at_5
value: 34.892
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.755000000000003
verified: no, type: map_at_10
value: 37.384
verified: no, type: map_at_100
value: 38.56
verified: no, type: map_at_1000
value: 38.655
verified: no, type: map_at_3
value: 34.214
verified: no, type: map_at_5
value: 35.96
verified: no, type: mrr_at_1
value: 32.369
verified: no, type: mrr_at_10
value: 41.625
verified: no, type: mrr_at_100
value: 42.449
verified: no, type: mrr_at_1000
value: 42.502
verified: no, type: mrr_at_3
value: 38.899
verified: no, type: mrr_at_5
value: 40.489999999999995
verified: no, type: ndcg_at_1
value: 32.369
verified: no, type: ndcg_at_10
value: 43.287
verified: no, type: ndcg_at_100
value: 48.504999999999995
verified: no, type: ndcg_at_1000
value: 50.552
verified: no, type: ndcg_at_3
value: 37.549
verified: no, type: ndcg_at_5
value: 40.204
verified: no, type: precision_at_1
value: 32.369
verified: no, type: precision_at_10
value: 7.425
verified: no, type: precision_at_100
value: 1.134
verified: no, type: precision_at_1000
value: 0.14200000000000002
verified: no, type: precision_at_3
value: 17.102
verified: no, type: precision_at_5
value: 12.107999999999999
verified: no, type: recall_at_1
value: 27.755000000000003
verified: no, type: recall_at_10
value: 57.071000000000005
verified: no, type: recall_at_100
value: 79.456
verified: no, type: recall_at_1000
value: 93.54299999999999
verified: no, type: recall_at_3
value: 41.298
verified: no, type: recall_at_5
value: 48.037
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.855
verified: no, type: map_at_10
value: 34.53
verified: no, type: map_at_100
value: 36.167
verified: no, type: map_at_1000
value: 36.394999999999996
verified: no, type: map_at_3
value: 31.037
verified: no, type: map_at_5
value: 33.119
verified: no, type: mrr_at_1
value: 30.631999999999998
verified: no, type: mrr_at_10
value: 39.763999999999996
verified: no, type: mrr_at_100
value: 40.77
verified: no, type: mrr_at_1000
value: 40.826
verified: no, type: mrr_at_3
value: 36.495
verified: no, type: mrr_at_5
value: 38.561
verified: no, type: ndcg_at_1
value: 30.631999999999998
verified: no, type: ndcg_at_10
value: 40.942
verified: no, type: ndcg_at_100
value: 47.07
verified: no, type: ndcg_at_1000
value: 49.363
verified: no, type: ndcg_at_3
value: 35.038000000000004
verified: no, type: ndcg_at_5
value: 38.161
verified: no, type: precision_at_1
value: 30.631999999999998
verified: no, type: precision_at_10
value: 7.983999999999999
verified: no, type: precision_at_100
value: 1.6070000000000002
verified: no, type: precision_at_1000
value: 0.246
verified: no, type: precision_at_3
value: 16.206
verified: no, type: precision_at_5
value: 12.253
verified: no, type: recall_at_1
value: 24.855
verified: no, type: recall_at_10
value: 53.291999999999994
verified: no, type: recall_at_100
value: 80.283
verified: no, type: recall_at_1000
value: 94.309
verified: no, type: recall_at_3
value: 37.257
verified: no, type: recall_at_5
value: 45.282
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.208
verified: no, type: map_at_10
value: 30.512
verified: no, type: map_at_100
value: 31.496000000000002
verified: no, type: map_at_1000
value: 31.595000000000002
verified: no, type: map_at_3
value: 27.904
verified: no, type: map_at_5
value: 29.491
verified: no, type: mrr_at_1
value: 22.736
verified: no, type: mrr_at_10
value: 32.379999999999995
verified: no, type: mrr_at_100
value: 33.245000000000005
verified: no, type: mrr_at_1000
value: 33.315
verified: no, type: mrr_at_3
value: 29.945
verified: no, type: mrr_at_5
value: 31.488
verified: no, type: ndcg_at_1
value: 22.736
verified: no, type: ndcg_at_10
value: 35.643
verified: no, type: ndcg_at_100
value: 40.535
verified: no, type: ndcg_at_1000
value: 43.042
verified: no, type: ndcg_at_3
value: 30.625000000000004
verified: no, type: ndcg_at_5
value: 33.323
verified: no, type: precision_at_1
value: 22.736
verified: no, type: precision_at_10
value: 5.6930000000000005
verified: no, type: precision_at_100
value: 0.889
verified: no, type: precision_at_1000
value: 0.122
verified: no, type: precision_at_3
value: 13.431999999999999
verified: no, type: precision_at_5
value: 9.575
verified: no, type: recall_at_1
value: 21.208
verified: no, type: recall_at_10
value: 49.47
verified: no, type: recall_at_100
value: 71.71499999999999
verified: no, type: recall_at_1000
value: 90.55499999999999
verified: no, type: recall_at_3
value: 36.124
verified: no, type: recall_at_5
value: 42.606
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.363
verified: no, type: map_at_10
value: 20.312
verified: no, type: map_at_100
value: 22.225
verified: no, type: map_at_1000
value: 22.411
verified: no, type: map_at_3
value: 16.68
verified: no, type: map_at_5
value: 18.608
verified: no, type: mrr_at_1
value: 25.537
verified: no, type: mrr_at_10
value: 37.933
verified: no, type: mrr_at_100
value: 38.875
verified: no, type: mrr_at_1000
value: 38.911
verified: no, type: mrr_at_3
value: 34.387
verified: no, type: mrr_at_5
value: 36.51
verified: no, type: ndcg_at_1
value: 25.537
verified: no, type: ndcg_at_10
value: 28.82
verified: no, type: ndcg_at_100
value: 36.341
verified: no, type: ndcg_at_1000
value: 39.615
verified: no, type: ndcg_at_3
value: 23.01
verified: no, type: ndcg_at_5
value: 25.269000000000002
verified: no, type: precision_at_1
value: 25.537
verified: no, type: precision_at_10
value: 9.153
verified: no, type: precision_at_100
value: 1.7319999999999998
verified: no, type: precision_at_1000
value: 0.234
verified: no, type: precision_at_3
value: 17.22
verified: no, type: precision_at_5
value: 13.629
verified: no, type: recall_at_1
value: 11.363
verified: no, type: recall_at_10
value: 35.382999999999996
verified: no, type: recall_at_100
value: 61.367000000000004
verified: no, type: recall_at_1000
value: 79.699
verified: no, type: recall_at_3
value: 21.495
verified: no, type: recall_at_5
value: 27.42
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.65
verified: no, type: map_at_10
value: 20.742
verified: no, type: map_at_100
value: 29.614
verified: no, type: map_at_1000
value: 31.373
verified: no, type: map_at_3
value: 14.667
verified: no, type: map_at_5
value: 17.186
verified: no, type: mrr_at_1
value: 69.75
verified: no, type: mrr_at_10
value: 76.762
verified: no, type: mrr_at_100
value: 77.171
verified: no, type: mrr_at_1000
value: 77.179
verified: no, type: mrr_at_3
value: 75.125
verified: no, type: mrr_at_5
value: 76.287
verified: no, type: ndcg_at_1
value: 57.62500000000001
verified: no, type: ndcg_at_10
value: 42.370999999999995
verified: no, type: ndcg_at_100
value: 47.897
verified: no, type: ndcg_at_1000
value: 55.393
verified: no, type: ndcg_at_3
value: 46.317
verified: no, type: ndcg_at_5
value: 43.906
verified: no, type: precision_at_1
value: 69.75
verified: no, type: precision_at_10
value: 33.95
verified: no, type: precision_at_100
value: 10.885
verified: no, type: precision_at_1000
value: 2.2239999999999998
verified: no, type: precision_at_3
value: 49.75
verified: no, type: precision_at_5
value: 42.3
verified: no, type: recall_at_1
value: 9.65
verified: no, type: recall_at_10
value: 26.117
verified: no, type: recall_at_100
value: 55.084
verified: no, type: recall_at_1000
value: 78.62400000000001
verified: no, type: recall_at_3
value: 15.823
verified: no, type: recall_at_5
value: 19.652
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 47.885
verified: no, type: f1
value: 42.99567641346983
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.97
verified: no, type: map_at_10
value: 80.34599999999999
verified: no, type: map_at_100
value: 80.571
verified: no, type: map_at_1000
value: 80.584
verified: no, type: map_at_3
value: 79.279
verified: no, type: map_at_5
value: 79.94
verified: no, type: mrr_at_1
value: 76.613
verified: no, type: mrr_at_10
value: 85.15700000000001
verified: no, type: mrr_at_100
value: 85.249
verified: no, type: mrr_at_1000
value: 85.252
verified: no, type: mrr_at_3
value: 84.33800000000001
verified: no, type: mrr_at_5
value: 84.89
verified: no, type: ndcg_at_1
value: 76.613
verified: no, type: ndcg_at_10
value: 84.53399999999999
verified: no, type: ndcg_at_100
value: 85.359
verified: no, type: ndcg_at_1000
value: 85.607
verified: no, type: ndcg_at_3
value: 82.76599999999999
verified: no, type: ndcg_at_5
value: 83.736
verified: no, type: precision_at_1
value: 76.613
verified: no, type: precision_at_10
value: 10.206
verified: no, type: precision_at_100
value: 1.083
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 31.913000000000004
verified: no, type: precision_at_5
value: 19.769000000000002
verified: no, type: recall_at_1
value: 70.97
verified: no, type: recall_at_10
value: 92.674
verified: no, type: recall_at_100
value: 95.985
verified: no, type: recall_at_1000
value: 97.57000000000001
verified: no, type: recall_at_3
value: 87.742
verified: no, type: recall_at_5
value: 90.28
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.494
verified: no, type: map_at_10
value: 36.491
verified: no, type: map_at_100
value: 38.550000000000004
verified: no, type: map_at_1000
value: 38.726
verified: no, type: map_at_3
value: 31.807000000000002
verified: no, type: map_at_5
value: 34.299
verified: no, type: mrr_at_1
value: 44.907000000000004
verified: no, type: mrr_at_10
value: 53.146
verified: no, type: mrr_at_100
value: 54.013999999999996
verified: no, type: mrr_at_1000
value: 54.044000000000004
verified: no, type: mrr_at_3
value: 50.952
verified: no, type: mrr_at_5
value: 52.124
verified: no, type: ndcg_at_1
value: 44.907000000000004
verified: no, type: ndcg_at_10
value: 44.499
verified: no, type: ndcg_at_100
value: 51.629000000000005
verified: no, type: ndcg_at_1000
value: 54.367
verified: no, type: ndcg_at_3
value: 40.900999999999996
verified: no, type: ndcg_at_5
value: 41.737
verified: no, type: precision_at_1
value: 44.907000000000004
verified: no, type: precision_at_10
value: 12.346
verified: no, type: precision_at_100
value: 1.974
verified: no, type: precision_at_1000
value: 0.246
verified: no, type: precision_at_3
value: 27.366
verified: no, type: precision_at_5
value: 19.846
verified: no, type: recall_at_1
value: 22.494
verified: no, type: recall_at_10
value: 51.156
verified: no, type: recall_at_100
value: 77.11200000000001
verified: no, type: recall_at_1000
value: 93.44
verified: no, type: recall_at_3
value: 36.574
verified: no, type: recall_at_5
value: 42.361
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.568999999999996
verified: no, type: map_at_10
value: 58.485
verified: no, type: map_at_100
value: 59.358999999999995
verified: no, type: map_at_1000
value: 59.429
verified: no, type: map_at_3
value: 55.217000000000006
verified: no, type: map_at_5
value: 57.236
verified: no, type: mrr_at_1
value: 77.137
verified: no, type: mrr_at_10
value: 82.829
verified: no, type: mrr_at_100
value: 83.04599999999999
verified: no, type: mrr_at_1000
value: 83.05399999999999
verified: no, type: mrr_at_3
value: 81.904
verified: no, type: mrr_at_5
value: 82.50800000000001
verified: no, type: ndcg_at_1
value: 77.137
verified: no, type: ndcg_at_10
value: 67.156
verified: no, type: ndcg_at_100
value: 70.298
verified: no, type: ndcg_at_1000
value: 71.65700000000001
verified: no, type: ndcg_at_3
value: 62.535
verified: no, type: ndcg_at_5
value: 65.095
verified: no, type: precision_at_1
value: 77.137
verified: no, type: precision_at_10
value: 13.911999999999999
verified: no, type: precision_at_100
value: 1.6389999999999998
verified: no, type: precision_at_1000
value: 0.182
verified: no, type: precision_at_3
value: 39.572
verified: no, type: precision_at_5
value: 25.766
verified: no, type: recall_at_1
value: 38.568999999999996
verified: no, type: recall_at_10
value: 69.56099999999999
verified: no, type: recall_at_100
value: 81.931
verified: no, type: recall_at_1000
value: 90.91799999999999
verified: no, type: recall_at_3
value: 59.358999999999995
verified: no, type: recall_at_5
value: 64.416
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 88.45600000000002
verified: no, type: ap
value: 84.09725115338568
verified: no, type: f1
value: 88.41874909080512
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.404999999999998
verified: no, type: map_at_10
value: 33.921
verified: no, type: map_at_100
value: 35.116
verified: no, type: map_at_1000
value: 35.164
verified: no, type: map_at_3
value: 30.043999999999997
verified: no, type: map_at_5
value: 32.327
verified: no, type: mrr_at_1
value: 21.977
verified: no, type: mrr_at_10
value: 34.505
verified: no, type: mrr_at_100
value: 35.638999999999996
verified: no, type: mrr_at_1000
value: 35.68
verified: no, type: mrr_at_3
value: 30.703999999999997
verified: no, type: mrr_at_5
value: 32.96
verified: no, type: ndcg_at_1
value: 21.963
verified: no, type: ndcg_at_10
value: 40.859
verified: no, type: ndcg_at_100
value: 46.614
verified: no, type: ndcg_at_1000
value: 47.789
verified: no, type: ndcg_at_3
value: 33.007999999999996
verified: no, type: ndcg_at_5
value: 37.084
verified: no, type: precision_at_1
value: 21.963
verified: no, type: precision_at_10
value: 6.493
verified: no, type: precision_at_100
value: 0.938
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.155000000000001
verified: no, type: precision_at_5
value: 10.544
verified: no, type: recall_at_1
value: 21.404999999999998
verified: no, type: recall_at_10
value: 62.175000000000004
verified: no, type: recall_at_100
value: 88.786
verified: no, type: recall_at_1000
value: 97.738
verified: no, type: recall_at_3
value: 40.925
verified: no, type: recall_at_5
value: 50.722
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.50661194710442
verified: no, type: f1
value: 93.30311193153668
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 73.24669402644778
verified: no, type: f1
value: 54.23122108002977
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: 72.61936785474109
verified: no, type: f1
value: 70.52644941025565
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: 76.76529926025555
verified: no, type: f1
value: 77.26872729322514
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: 33.39450293021839
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: 31.757796879839294
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.62512146657428
verified: no, type: mrr
value: 33.84624322066173
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.462
verified: no, type: map_at_10
value: 14.947
verified: no, type: map_at_100
value: 19.344
verified: no, type: map_at_1000
value: 20.933
verified: no, type: map_at_3
value: 10.761999999999999
verified: no, type: map_at_5
value: 12.744
verified: no, type: mrr_at_1
value: 47.988
verified: no, type: mrr_at_10
value: 57.365
verified: no, type: mrr_at_100
value: 57.931
verified: no, type: mrr_at_1000
value: 57.96
verified: no, type: mrr_at_3
value: 54.85
verified: no, type: mrr_at_5
value: 56.569
verified: no, type: ndcg_at_1
value: 46.129999999999995
verified: no, type: ndcg_at_10
value: 38.173
verified: no, type: ndcg_at_100
value: 35.983
verified: no, type: ndcg_at_1000
value: 44.507000000000005
verified: no, type: ndcg_at_3
value: 42.495
verified: no, type: ndcg_at_5
value: 41.019
verified: no, type: precision_at_1
value: 47.678
verified: no, type: precision_at_10
value: 28.731
verified: no, type: precision_at_100
value: 9.232
verified: no, type: precision_at_1000
value: 2.202
verified: no, type: precision_at_3
value: 39.628
verified: no, type: precision_at_5
value: 35.851
verified: no, type: recall_at_1
value: 6.462
verified: no, type: recall_at_10
value: 18.968
verified: no, type: recall_at_100
value: 37.131
verified: no, type: recall_at_1000
value: 67.956
verified: no, type: recall_at_3
value: 11.905000000000001
verified: no, type: recall_at_5
value: 15.097
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.335
verified: no, type: map_at_10
value: 46.611999999999995
verified: no, type: map_at_100
value: 47.632000000000005
verified: no, type: map_at_1000
value: 47.661
verified: no, type: map_at_3
value: 41.876999999999995
verified: no, type: map_at_5
value: 44.799
verified: no, type: mrr_at_1
value: 34.125
verified: no, type: mrr_at_10
value: 49.01
verified: no, type: mrr_at_100
value: 49.75
verified: no, type: mrr_at_1000
value: 49.768
verified: no, type: mrr_at_3
value: 45.153
verified: no, type: mrr_at_5
value: 47.589999999999996
verified: no, type: ndcg_at_1
value: 34.125
verified: no, type: ndcg_at_10
value: 54.777
verified: no, type: ndcg_at_100
value: 58.914
verified: no, type: ndcg_at_1000
value: 59.521
verified: no, type: ndcg_at_3
value: 46.015
verified: no, type: ndcg_at_5
value: 50.861000000000004
verified: no, type: precision_at_1
value: 34.125
verified: no, type: precision_at_10
value: 9.166
verified: no, type: precision_at_100
value: 1.149
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 21.147
verified: no, type: precision_at_5
value: 15.469
verified: no, type: recall_at_1
value: 30.335
verified: no, type: recall_at_10
value: 77.194
verified: no, type: recall_at_100
value: 94.812
verified: no, type: recall_at_1000
value: 99.247
verified: no, type: recall_at_3
value: 54.681000000000004
verified: no, type: recall_at_5
value: 65.86800000000001
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.62
verified: no, type: map_at_10
value: 84.536
verified: no, type: map_at_100
value: 85.167
verified: no, type: map_at_1000
value: 85.184
verified: no, type: map_at_3
value: 81.607
verified: no, type: map_at_5
value: 83.423
verified: no, type: mrr_at_1
value: 81.36
verified: no, type: mrr_at_10
value: 87.506
verified: no, type: mrr_at_100
value: 87.601
verified: no, type: mrr_at_1000
value: 87.601
verified: no, type: mrr_at_3
value: 86.503
verified: no, type: mrr_at_5
value: 87.179
verified: no, type: ndcg_at_1
value: 81.36
verified: no, type: ndcg_at_10
value: 88.319
verified: no, type: ndcg_at_100
value: 89.517
verified: no, type: ndcg_at_1000
value: 89.60900000000001
verified: no, type: ndcg_at_3
value: 85.423
verified: no, type: ndcg_at_5
value: 86.976
verified: no, type: precision_at_1
value: 81.36
verified: no, type: precision_at_10
value: 13.415
verified: no, type: precision_at_100
value: 1.529
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.342999999999996
verified: no, type: precision_at_5
value: 24.534
verified: no, type: recall_at_1
value: 70.62
verified: no, type: recall_at_10
value: 95.57600000000001
verified: no, type: recall_at_100
value: 99.624
verified: no, type: recall_at_1000
value: 99.991
verified: no, type: recall_at_3
value: 87.22
verified: no, type: recall_at_5
value: 91.654
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 60.826438478212744
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: 64.24027467551447
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.997999999999999
verified: no, type: map_at_10
value: 14.267
verified: no, type: map_at_100
value: 16.843
verified: no, type: map_at_1000
value: 17.229
verified: no, type: map_at_3
value: 9.834
verified: no, type: map_at_5
value: 11.92
verified: no, type: mrr_at_1
value: 24.7
verified: no, type: mrr_at_10
value: 37.685
verified: no, type: mrr_at_100
value: 38.704
verified: no, type: mrr_at_1000
value: 38.747
verified: no, type: mrr_at_3
value: 34.150000000000006
verified: no, type: mrr_at_5
value: 36.075
verified: no, type: ndcg_at_1
value: 24.7
verified: no, type: ndcg_at_10
value: 23.44
verified: no, type: ndcg_at_100
value: 32.617000000000004
verified: no, type: ndcg_at_1000
value: 38.628
verified: no, type: ndcg_at_3
value: 21.747
verified: no, type: ndcg_at_5
value: 19.076
verified: no, type: precision_at_1
value: 24.7
verified: no, type: precision_at_10
value: 12.47
verified: no, type: precision_at_100
value: 2.564
verified: no, type: precision_at_1000
value: 0.4
verified: no, type: precision_at_3
value: 20.767
verified: no, type: precision_at_5
value: 17.06
verified: no, type: recall_at_1
value: 4.997999999999999
verified: no, type: recall_at_10
value: 25.3
verified: no, type: recall_at_100
value: 52.048
verified: no, type: recall_at_1000
value: 81.093
verified: no, type: recall_at_3
value: 12.642999999999999
verified: no, type: recall_at_5
value: 17.312
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: 85.44942006292234
verified: no, type: cos_sim_spearman
value: 79.80930790660699
verified: no, type: euclidean_pearson
value: 82.93400777494863
verified: no, type: euclidean_spearman
value: 80.04664991110705
verified: no, type: manhattan_pearson
value: 82.93551681854949
verified: no, type: manhattan_spearman
value: 80.03156736837379
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 85.63574059135726
verified: no, type: cos_sim_spearman
value: 76.80552915288186
verified: no, type: euclidean_pearson
value: 82.46368529820518
verified: no, type: euclidean_spearman
value: 76.60338474719275
verified: no, type: manhattan_pearson
value: 82.4558617035968
verified: no, type: manhattan_spearman
value: 76.57936082895705
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: 86.24116811084211
verified: no, type: cos_sim_spearman
value: 88.10998662068769
verified: no, type: euclidean_pearson
value: 87.04961732352689
verified: no, type: euclidean_spearman
value: 88.12543945864087
verified: no, type: manhattan_pearson
value: 86.9905224528854
verified: no, type: manhattan_spearman
value: 88.07827944705546
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: 84.74847296555048
verified: no, type: cos_sim_spearman
value: 82.66200957916445
verified: no, type: euclidean_pearson
value: 84.48132256004965
verified: no, type: euclidean_spearman
value: 82.67915286000596
verified: no, type: manhattan_pearson
value: 84.44950477268334
verified: no, type: manhattan_spearman
value: 82.63327639173352
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: 87.23056258027053
verified: no, type: cos_sim_spearman
value: 88.92791680286955
verified: no, type: euclidean_pearson
value: 88.13819235461933
verified: no, type: euclidean_spearman
value: 88.87294661361716
verified: no, type: manhattan_pearson
value: 88.14212133687899
verified: no, type: manhattan_spearman
value: 88.88551854529777
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: 82.64179522732887
verified: no, type: cos_sim_spearman
value: 84.25028809903114
verified: no, type: euclidean_pearson
value: 83.40175015236979
verified: no, type: euclidean_spearman
value: 84.23369296429406
verified: no, type: manhattan_pearson
value: 83.43768174261321
verified: no, type: manhattan_spearman
value: 84.27855229214734
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: 88.20378955494732
verified: no, type: cos_sim_spearman
value: 88.46863559173111
verified: no, type: euclidean_pearson
value: 88.8249295811663
verified: no, type: euclidean_spearman
value: 88.6312737724905
verified: no, type: manhattan_pearson
value: 88.87744466378827
verified: no, type: manhattan_spearman
value: 88.82908423767314
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 69.91342028796086
verified: no, type: cos_sim_spearman
value: 69.71495021867864
verified: no, type: euclidean_pearson
value: 70.65334330405646
verified: no, type: euclidean_spearman
value: 69.4321253472211
verified: no, type: manhattan_pearson
value: 70.59743494727465
verified: no, type: manhattan_spearman
value: 69.11695509297482
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: 85.42451709766952
verified: no, type: cos_sim_spearman
value: 86.07166710670508
verified: no, type: euclidean_pearson
value: 86.12711421258899
verified: no, type: euclidean_spearman
value: 86.05232086925126
verified: no, type: manhattan_pearson
value: 86.15591089932126
verified: no, type: manhattan_spearman
value: 86.0890128623439
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 87.1976344717285
verified: no, type: mrr
value: 96.3703145075694
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 59.511
verified: no, type: map_at_10
value: 69.724
verified: no, type: map_at_100
value: 70.208
verified: no, type: map_at_1000
value: 70.22800000000001
verified: no, type: map_at_3
value: 66.986
verified: no, type: map_at_5
value: 68.529
verified: no, type: mrr_at_1
value: 62.333000000000006
verified: no, type: mrr_at_10
value: 70.55
verified: no, type: mrr_at_100
value: 70.985
verified: no, type: mrr_at_1000
value: 71.004
verified: no, type: mrr_at_3
value: 68.611
verified: no, type: mrr_at_5
value: 69.728
verified: no, type: ndcg_at_1
value: 62.333000000000006
verified: no, type: ndcg_at_10
value: 74.265
verified: no, type: ndcg_at_100
value: 76.361
verified: no, type: ndcg_at_1000
value: 76.82900000000001
verified: no, type: ndcg_at_3
value: 69.772
verified: no, type: ndcg_at_5
value: 71.94800000000001
verified: no, type: precision_at_1
value: 62.333000000000006
verified: no, type: precision_at_10
value: 9.9
verified: no, type: precision_at_100
value: 1.093
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 27.444000000000003
verified: no, type: precision_at_5
value: 18
verified: no, type: recall_at_1
value: 59.511
verified: no, type: recall_at_10
value: 87.156
verified: no, type: recall_at_100
value: 96.5
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 75.2
verified: no, type: recall_at_5
value: 80.661
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: 99.81683168316832
verified: no, type: cos_sim_ap
value: 95.74716566563774
verified: no, type: cos_sim_f1
value: 90.64238745574103
verified: no, type: cos_sim_precision
value: 91.7093142272262
verified: no, type: cos_sim_recall
value: 89.60000000000001
verified: no, type: dot_accuracy
value: 99.69405940594059
verified: no, type: dot_ap
value: 91.09013507754594
verified: no, type: dot_f1
value: 84.54227113556779
verified: no, type: dot_precision
value: 84.58458458458459
verified: no, type: dot_recall
value: 84.5
verified: no, type: euclidean_accuracy
value: 99.81782178217821
verified: no, type: euclidean_ap
value: 95.6324301072609
verified: no, type: euclidean_f1
value: 90.58341862845445
verified: no, type: euclidean_precision
value: 92.76729559748428
verified: no, type: euclidean_recall
value: 88.5
verified: no, type: manhattan_accuracy
value: 99.81980198019802
verified: no, type: manhattan_ap
value: 95.68510494437183
verified: no, type: manhattan_f1
value: 90.58945191313342
verified: no, type: manhattan_precision
value: 93.79014989293361
verified: no, type: manhattan_recall
value: 87.6
verified: no, type: max_accuracy
value: 99.81980198019802
verified: no, type: max_ap
value: 95.74716566563774
verified: no, type: max_f1
value: 90.64238745574103
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 67.63761899427078
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: 36.572473369697235
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 53.63000245208579
verified: no, type: mrr
value: 54.504193722943725
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.300791939416545
verified: no, type: cos_sim_spearman
value: 31.662904057924123
verified: no, type: dot_pearson
value: 26.21198530758316
verified: no, type: dot_spearman
value: 27.006921548904263
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.197
verified: no, type: map_at_10
value: 1.752
verified: no, type: map_at_100
value: 10.795
verified: no, type: map_at_1000
value: 27.18
verified: no, type: map_at_3
value: 0.5890000000000001
verified: no, type: map_at_5
value: 0.938
verified: no, type: mrr_at_1
value: 74
verified: no, type: mrr_at_10
value: 85.833
verified: no, type: mrr_at_100
value: 85.833
verified: no, type: mrr_at_1000
value: 85.833
verified: no, type: mrr_at_3
value: 85.333
verified: no, type: mrr_at_5
value: 85.833
verified: no, type: ndcg_at_1
value: 69
verified: no, type: ndcg_at_10
value: 70.22
verified: no, type: ndcg_at_100
value: 55.785
verified: no, type: ndcg_at_1000
value: 52.93600000000001
verified: no, type: ndcg_at_3
value: 72.084
verified: no, type: ndcg_at_5
value: 71.184
verified: no, type: precision_at_1
value: 74
verified: no, type: precision_at_10
value: 75.2
verified: no, type: precision_at_100
value: 57.3
verified: no, type: precision_at_1000
value: 23.302
verified: no, type: precision_at_3
value: 77.333
verified: no, type: precision_at_5
value: 75.6
verified: no, type: recall_at_1
value: 0.197
verified: no, type: recall_at_10
value: 2.019
verified: no, type: recall_at_100
value: 14.257
verified: no, type: recall_at_1000
value: 50.922
verified: no, type: recall_at_3
value: 0.642
verified: no, type: recall_at_5
value: 1.043
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.803
verified: no, type: map_at_10
value: 10.407
verified: no, type: map_at_100
value: 16.948
verified: no, type: map_at_1000
value: 18.424
verified: no, type: map_at_3
value: 5.405
verified: no, type: map_at_5
value: 6.908
verified: no, type: mrr_at_1
value: 36.735
verified: no, type: mrr_at_10
value: 50.221000000000004
verified: no, type: mrr_at_100
value: 51.388
verified: no, type: mrr_at_1000
value: 51.402
verified: no, type: mrr_at_3
value: 47.278999999999996
verified: no, type: mrr_at_5
value: 49.626
verified: no, type: ndcg_at_1
value: 34.694
verified: no, type: ndcg_at_10
value: 25.507
verified: no, type: ndcg_at_100
value: 38.296
verified: no, type: ndcg_at_1000
value: 49.492000000000004
verified: no, type: ndcg_at_3
value: 29.006999999999998
verified: no, type: ndcg_at_5
value: 25.979000000000003
verified: no, type: precision_at_1
value: 36.735
verified: no, type: precision_at_10
value: 22.041
verified: no, type: precision_at_100
value: 8.02
verified: no, type: precision_at_1000
value: 1.567
verified: no, type: precision_at_3
value: 28.571
verified: no, type: precision_at_5
value: 24.490000000000002
verified: no, type: recall_at_1
value: 2.803
verified: no, type: recall_at_10
value: 16.378
verified: no, type: recall_at_100
value: 50.489
verified: no, type: recall_at_1000
value: 85.013
verified: no, type: recall_at_3
value: 6.505
verified: no, type: recall_at_5
value: 9.243
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 70.55579999999999
verified: no, type: ap
value: 14.206982753316227
verified: no, type: f1
value: 54.372142814964285
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 56.57611771363893
verified: no, type: f1
value: 56.924172639063144
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 52.82304915719759
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: 85.92716218632653
verified: no, type: cos_sim_ap
value: 73.73359122546046
verified: no, type: cos_sim_f1
value: 68.42559487116262
verified: no, type: cos_sim_precision
value: 64.22124508215691
verified: no, type: cos_sim_recall
value: 73.21899736147758
verified: no, type: dot_accuracy
value: 80.38981939560112
verified: no, type: dot_ap
value: 54.61060862444974
verified: no, type: dot_f1
value: 53.45710627400769
verified: no, type: dot_precision
value: 44.87638839125761
verified: no, type: dot_recall
value: 66.09498680738787
verified: no, type: euclidean_accuracy
value: 86.02849138701794
verified: no, type: euclidean_ap
value: 73.95673761922404
verified: no, type: euclidean_f1
value: 68.6783042394015
verified: no, type: euclidean_precision
value: 65.1063829787234
verified: no, type: euclidean_recall
value: 72.66490765171504
verified: no, type: manhattan_accuracy
value: 85.9808070572808
verified: no, type: manhattan_ap
value: 73.9050720058029
verified: no, type: manhattan_f1
value: 68.57560618983794
verified: no, type: manhattan_precision
value: 63.70839936608558
verified: no, type: manhattan_recall
value: 74.24802110817942
verified: no, type: max_accuracy
value: 86.02849138701794
verified: no, type: max_ap
value: 73.95673761922404
verified: no, type: max_f1
value: 68.6783042394015
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: 88.72783017037295
verified: no, type: cos_sim_ap
value: 85.52705223340233
verified: no, type: cos_sim_f1
value: 77.91659078492079
verified: no, type: cos_sim_precision
value: 73.93378032764221
verified: no, type: cos_sim_recall
value: 82.35294117647058
verified: no, type: dot_accuracy
value: 85.41739434159972
verified: no, type: dot_ap
value: 77.17734818118443
verified: no, type: dot_f1
value: 71.63473589973144
verified: no, type: dot_precision
value: 66.96123719622415
verified: no, type: dot_recall
value: 77.00954727440714
verified: no, type: euclidean_accuracy
value: 88.68125897465751
verified: no, type: euclidean_ap
value: 85.47712213906692
verified: no, type: euclidean_f1
value: 77.81419950830664
verified: no, type: euclidean_precision
value: 75.37162649733006
verified: no, type: euclidean_recall
value: 80.42038805050817
verified: no, type: manhattan_accuracy
value: 88.67349710870494
verified: no, type: manhattan_ap
value: 85.46506475241955
verified: no, type: manhattan_f1
value: 77.87259084890393
verified: no, type: manhattan_precision
value: 74.54929577464789
verified: no, type: manhattan_recall
value: 81.50600554357868
verified: no, type: max_accuracy
value: 88.72783017037295
verified: no, type: max_ap
value: 85.52705223340233
verified: no, type: max_f1
value: 77.91659078492079
verified: no
language: en
license: mit
Likes: 296 | All-time downloads: 21006450
Created: 2023-07-27 09:55:39