Model: Koat/gte-tiny
Author: Koat
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, onnx, safetensors, bert, feature-extraction, sentence-similarity, transformers, mteb, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: model-index: name: gte_tiny
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 71.76119402985076
verified: no, type: ap
value: 34.63659287952359
verified: no, type: f1
value: 65.88939512571113
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 86.61324999999998
verified: no, type: ap
value: 81.7476302802319
verified: no, type: f1
value: 86.5863470912001
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: 42.61000000000001
verified: no, type: f1
value: 42.2217180000715
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.377999999999997
verified: no, type: map_at_10
value: 44.565
verified: no, type: map_at_100
value: 45.48
verified: no, type: map_at_1000
value: 45.487
verified: no, type: map_at_3
value: 39.841
verified: no, type: map_at_5
value: 42.284
verified: no, type: mrr_at_1
value: 29.445
verified: no, type: mrr_at_10
value: 44.956
verified: no, type: mrr_at_100
value: 45.877
verified: no, type: mrr_at_1000
value: 45.884
verified: no, type: mrr_at_3
value: 40.209
verified: no, type: mrr_at_5
value: 42.719
verified: no, type: ndcg_at_1
value: 28.377999999999997
verified: no, type: ndcg_at_10
value: 53.638
verified: no, type: ndcg_at_100
value: 57.354000000000006
verified: no, type: ndcg_at_1000
value: 57.513000000000005
verified: no, type: ndcg_at_3
value: 43.701
verified: no, type: ndcg_at_5
value: 48.114000000000004
verified: no, type: precision_at_1
value: 28.377999999999997
verified: no, type: precision_at_10
value: 8.272
verified: no, type: precision_at_100
value: 0.984
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 18.303
verified: no, type: precision_at_5
value: 13.129
verified: no, type: recall_at_1
value: 28.377999999999997
verified: no, type: recall_at_10
value: 82.717
verified: no, type: recall_at_100
value: 98.43499999999999
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 54.908
verified: no, type: recall_at_5
value: 65.647
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: 46.637318326729876
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: 36.01134479855804
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 59.82917555338909
verified: no, type: mrr
value: 74.7888361254012
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 87.1657730995964
verified: no, type: cos_sim_spearman
value: 86.62787748941281
verified: no, type: euclidean_pearson
value: 85.48127914481798
verified: no, type: euclidean_spearman
value: 86.48148861167424
verified: no, type: manhattan_pearson
value: 85.07496934780823
verified: no, type: manhattan_spearman
value: 86.39473964708843
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 81.73051948051948
verified: no, type: f1
value: 81.66368364988331
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: 39.18623707448217
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: 32.12697757150375
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.160000000000004
verified: no, type: map_at_10
value: 40.474
verified: no, type: map_at_100
value: 41.905
verified: no, type: map_at_1000
value: 42.041000000000004
verified: no, type: map_at_3
value: 37.147000000000006
verified: no, type: map_at_5
value: 38.873999999999995
verified: no, type: mrr_at_1
value: 36.91
verified: no, type: mrr_at_10
value: 46.495999999999995
verified: no, type: mrr_at_100
value: 47.288000000000004
verified: no, type: mrr_at_1000
value: 47.339999999999996
verified: no, type: mrr_at_3
value: 43.777
verified: no, type: mrr_at_5
value: 45.257999999999996
verified: no, type: ndcg_at_1
value: 36.91
verified: no, type: ndcg_at_10
value: 46.722
verified: no, type: ndcg_at_100
value: 51.969
verified: no, type: ndcg_at_1000
value: 54.232
verified: no, type: ndcg_at_3
value: 41.783
verified: no, type: ndcg_at_5
value: 43.797000000000004
verified: no, type: precision_at_1
value: 36.91
verified: no, type: precision_at_10
value: 9.013
verified: no, type: precision_at_100
value: 1.455
verified: no, type: precision_at_1000
value: 0.193
verified: no, type: precision_at_3
value: 20.124
verified: no, type: precision_at_5
value: 14.363000000000001
verified: no, type: recall_at_1
value: 29.160000000000004
verified: no, type: recall_at_10
value: 58.521
verified: no, type: recall_at_100
value: 80.323
verified: no, type: recall_at_1000
value: 95.13000000000001
verified: no, type: recall_at_3
value: 44.205
verified: no, type: recall_at_5
value: 49.97
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.750000000000004
verified: no, type: map_at_10
value: 36.39
verified: no, type: map_at_100
value: 37.5
verified: no, type: map_at_1000
value: 37.625
verified: no, type: map_at_3
value: 33.853
verified: no, type: map_at_5
value: 35.397
verified: no, type: mrr_at_1
value: 34.14
verified: no, type: mrr_at_10
value: 41.841
verified: no, type: mrr_at_100
value: 42.469
verified: no, type: mrr_at_1000
value: 42.521
verified: no, type: mrr_at_3
value: 39.724
verified: no, type: mrr_at_5
value: 40.955999999999996
verified: no, type: ndcg_at_1
value: 34.14
verified: no, type: ndcg_at_10
value: 41.409
verified: no, type: ndcg_at_100
value: 45.668
verified: no, type: ndcg_at_1000
value: 47.916
verified: no, type: ndcg_at_3
value: 37.836
verified: no, type: ndcg_at_5
value: 39.650999999999996
verified: no, type: precision_at_1
value: 34.14
verified: no, type: precision_at_10
value: 7.739
verified: no, type: precision_at_100
value: 1.2630000000000001
verified: no, type: precision_at_1000
value: 0.173
verified: no, type: precision_at_3
value: 18.217
verified: no, type: precision_at_5
value: 12.854
verified: no, type: recall_at_1
value: 27.750000000000004
verified: no, type: recall_at_10
value: 49.882
verified: no, type: recall_at_100
value: 68.556
verified: no, type: recall_at_1000
value: 83.186
verified: no, type: recall_at_3
value: 39.047
verified: no, type: recall_at_5
value: 44.458
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 36.879
verified: no, type: map_at_10
value: 48.878
verified: no, type: map_at_100
value: 49.918
verified: no, type: map_at_1000
value: 49.978
verified: no, type: map_at_3
value: 45.867999999999995
verified: no, type: map_at_5
value: 47.637
verified: no, type: mrr_at_1
value: 42.696
verified: no, type: mrr_at_10
value: 52.342
verified: no, type: mrr_at_100
value: 53.044000000000004
verified: no, type: mrr_at_1000
value: 53.077
verified: no, type: mrr_at_3
value: 50.01
verified: no, type: mrr_at_5
value: 51.437
verified: no, type: ndcg_at_1
value: 42.696
verified: no, type: ndcg_at_10
value: 54.469
verified: no, type: ndcg_at_100
value: 58.664
verified: no, type: ndcg_at_1000
value: 59.951
verified: no, type: ndcg_at_3
value: 49.419999999999995
verified: no, type: ndcg_at_5
value: 52.007000000000005
verified: no, type: precision_at_1
value: 42.696
verified: no, type: precision_at_10
value: 8.734
verified: no, type: precision_at_100
value: 1.1769999999999998
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 22.027
verified: no, type: precision_at_5
value: 15.135000000000002
verified: no, type: recall_at_1
value: 36.879
verified: no, type: recall_at_10
value: 67.669
verified: no, type: recall_at_100
value: 85.822
verified: no, type: recall_at_1000
value: 95.092
verified: no, type: recall_at_3
value: 54.157999999999994
verified: no, type: recall_at_5
value: 60.436
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.942
verified: no, type: map_at_10
value: 31.741999999999997
verified: no, type: map_at_100
value: 32.721000000000004
verified: no, type: map_at_1000
value: 32.809
verified: no, type: map_at_3
value: 29.17
verified: no, type: map_at_5
value: 30.714000000000002
verified: no, type: mrr_at_1
value: 24.746000000000002
verified: no, type: mrr_at_10
value: 33.517
verified: no, type: mrr_at_100
value: 34.451
verified: no, type: mrr_at_1000
value: 34.522000000000006
verified: no, type: mrr_at_3
value: 31.148999999999997
verified: no, type: mrr_at_5
value: 32.606
verified: no, type: ndcg_at_1
value: 24.746000000000002
verified: no, type: ndcg_at_10
value: 36.553000000000004
verified: no, type: ndcg_at_100
value: 41.53
verified: no, type: ndcg_at_1000
value: 43.811
verified: no, type: ndcg_at_3
value: 31.674000000000003
verified: no, type: ndcg_at_5
value: 34.241
verified: no, type: precision_at_1
value: 24.746000000000002
verified: no, type: precision_at_10
value: 5.684
verified: no, type: precision_at_100
value: 0.859
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 13.597000000000001
verified: no, type: precision_at_5
value: 9.672
verified: no, type: recall_at_1
value: 22.942
verified: no, type: recall_at_10
value: 49.58
verified: no, type: recall_at_100
value: 72.614
verified: no, type: recall_at_1000
value: 89.89200000000001
verified: no, type: recall_at_3
value: 36.552
verified: no, type: recall_at_5
value: 42.702
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.345
verified: no, type: map_at_10
value: 22.428
verified: no, type: map_at_100
value: 23.756
verified: no, type: map_at_1000
value: 23.872
verified: no, type: map_at_3
value: 20.212
verified: no, type: map_at_5
value: 21.291
verified: no, type: mrr_at_1
value: 19.279
verified: no, type: mrr_at_10
value: 27.1
verified: no, type: mrr_at_100
value: 28.211000000000002
verified: no, type: mrr_at_1000
value: 28.279
verified: no, type: mrr_at_3
value: 24.813
verified: no, type: mrr_at_5
value: 25.889
verified: no, type: ndcg_at_1
value: 19.279
verified: no, type: ndcg_at_10
value: 27.36
verified: no, type: ndcg_at_100
value: 33.499
verified: no, type: ndcg_at_1000
value: 36.452
verified: no, type: ndcg_at_3
value: 23.233999999999998
verified: no, type: ndcg_at_5
value: 24.806
verified: no, type: precision_at_1
value: 19.279
verified: no, type: precision_at_10
value: 5.149
verified: no, type: precision_at_100
value: 0.938
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 11.360000000000001
verified: no, type: precision_at_5
value: 8.035
verified: no, type: recall_at_1
value: 15.345
verified: no, type: recall_at_10
value: 37.974999999999994
verified: no, type: recall_at_100
value: 64.472
verified: no, type: recall_at_1000
value: 85.97200000000001
verified: no, type: recall_at_3
value: 26.203
verified: no, type: recall_at_5
value: 30.485
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.362000000000002
verified: no, type: map_at_10
value: 36.406
verified: no, type: map_at_100
value: 37.726
verified: no, type: map_at_1000
value: 37.84
verified: no, type: map_at_3
value: 33.425
verified: no, type: map_at_5
value: 35.043
verified: no, type: mrr_at_1
value: 32.146
verified: no, type: mrr_at_10
value: 41.674
verified: no, type: mrr_at_100
value: 42.478
verified: no, type: mrr_at_1000
value: 42.524
verified: no, type: mrr_at_3
value: 38.948
verified: no, type: mrr_at_5
value: 40.415
verified: no, type: ndcg_at_1
value: 32.146
verified: no, type: ndcg_at_10
value: 42.374
verified: no, type: ndcg_at_100
value: 47.919
verified: no, type: ndcg_at_1000
value: 50.013
verified: no, type: ndcg_at_3
value: 37.29
verified: no, type: ndcg_at_5
value: 39.531
verified: no, type: precision_at_1
value: 32.146
verified: no, type: precision_at_10
value: 7.767
verified: no, type: precision_at_100
value: 1.236
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_3
value: 17.965999999999998
verified: no, type: precision_at_5
value: 12.742999999999999
verified: no, type: recall_at_1
value: 26.362000000000002
verified: no, type: recall_at_10
value: 54.98800000000001
verified: no, type: recall_at_100
value: 78.50200000000001
verified: no, type: recall_at_1000
value: 92.146
verified: no, type: recall_at_3
value: 40.486
verified: no, type: recall_at_5
value: 46.236
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.417
verified: no, type: map_at_10
value: 33.161
verified: no, type: map_at_100
value: 34.357
verified: no, type: map_at_1000
value: 34.473
verified: no, type: map_at_3
value: 30.245
verified: no, type: map_at_5
value: 31.541999999999998
verified: no, type: mrr_at_1
value: 29.909000000000002
verified: no, type: mrr_at_10
value: 38.211
verified: no, type: mrr_at_100
value: 39.056999999999995
verified: no, type: mrr_at_1000
value: 39.114
verified: no, type: mrr_at_3
value: 35.769
verified: no, type: mrr_at_5
value: 36.922
verified: no, type: ndcg_at_1
value: 29.909000000000002
verified: no, type: ndcg_at_10
value: 38.694
verified: no, type: ndcg_at_100
value: 44.057
verified: no, type: ndcg_at_1000
value: 46.6
verified: no, type: ndcg_at_3
value: 33.822
verified: no, type: ndcg_at_5
value: 35.454
verified: no, type: precision_at_1
value: 29.909000000000002
verified: no, type: precision_at_10
value: 7.180000000000001
verified: no, type: precision_at_100
value: 1.153
verified: no, type: precision_at_1000
value: 0.155
verified: no, type: precision_at_3
value: 16.134
verified: no, type: precision_at_5
value: 11.256
verified: no, type: recall_at_1
value: 24.417
verified: no, type: recall_at_10
value: 50.260000000000005
verified: no, type: recall_at_100
value: 73.55699999999999
verified: no, type: recall_at_1000
value: 91.216
verified: no, type: recall_at_3
value: 35.971
verified: no, type: recall_at_5
value: 40.793
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.266916666666663
verified: no, type: map_at_10
value: 32.75025
verified: no, type: map_at_100
value: 33.91341666666667
verified: no, type: map_at_1000
value: 34.031749999999995
verified: no, type: map_at_3
value: 30.166416666666674
verified: no, type: map_at_5
value: 31.577000000000005
verified: no, type: mrr_at_1
value: 28.828166666666664
verified: no, type: mrr_at_10
value: 36.80991666666667
verified: no, type: mrr_at_100
value: 37.67075
verified: no, type: mrr_at_1000
value: 37.733
verified: no, type: mrr_at_3
value: 34.513416666666664
verified: no, type: mrr_at_5
value: 35.788
verified: no, type: ndcg_at_1
value: 28.828166666666664
verified: no, type: ndcg_at_10
value: 37.796
verified: no, type: ndcg_at_100
value: 42.94783333333333
verified: no, type: ndcg_at_1000
value: 45.38908333333333
verified: no, type: ndcg_at_3
value: 33.374750000000006
verified: no, type: ndcg_at_5
value: 35.379666666666665
verified: no, type: precision_at_1
value: 28.828166666666664
verified: no, type: precision_at_10
value: 6.615749999999999
verified: no, type: precision_at_100
value: 1.0848333333333333
verified: no, type: precision_at_1000
value: 0.1484166666666667
verified: no, type: precision_at_3
value: 15.347833333333332
verified: no, type: precision_at_5
value: 10.848916666666666
verified: no, type: recall_at_1
value: 24.266916666666663
verified: no, type: recall_at_10
value: 48.73458333333333
verified: no, type: recall_at_100
value: 71.56341666666667
verified: no, type: recall_at_1000
value: 88.63091666666668
verified: no, type: recall_at_3
value: 36.31208333333333
verified: no, type: recall_at_5
value: 41.55633333333333
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.497
verified: no, type: map_at_10
value: 30.249
verified: no, type: map_at_100
value: 30.947000000000003
verified: no, type: map_at_1000
value: 31.049
verified: no, type: map_at_3
value: 28.188000000000002
verified: no, type: map_at_5
value: 29.332
verified: no, type: mrr_at_1
value: 26.687
verified: no, type: mrr_at_10
value: 33.182
verified: no, type: mrr_at_100
value: 33.794999999999995
verified: no, type: mrr_at_1000
value: 33.873
verified: no, type: mrr_at_3
value: 31.263
verified: no, type: mrr_at_5
value: 32.428000000000004
verified: no, type: ndcg_at_1
value: 26.687
verified: no, type: ndcg_at_10
value: 34.252
verified: no, type: ndcg_at_100
value: 38.083
verified: no, type: ndcg_at_1000
value: 40.682
verified: no, type: ndcg_at_3
value: 30.464999999999996
verified: no, type: ndcg_at_5
value: 32.282
verified: no, type: precision_at_1
value: 26.687
verified: no, type: precision_at_10
value: 5.2909999999999995
verified: no, type: precision_at_100
value: 0.788
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 13.037
verified: no, type: precision_at_5
value: 9.049
verified: no, type: recall_at_1
value: 23.497
verified: no, type: recall_at_10
value: 43.813
verified: no, type: recall_at_100
value: 61.88399999999999
verified: no, type: recall_at_1000
value: 80.926
verified: no, type: recall_at_3
value: 33.332
verified: no, type: recall_at_5
value: 37.862
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.073
verified: no, type: map_at_10
value: 22.705000000000002
verified: no, type: map_at_100
value: 23.703
verified: no, type: map_at_1000
value: 23.833
verified: no, type: map_at_3
value: 20.593
verified: no, type: map_at_5
value: 21.7
verified: no, type: mrr_at_1
value: 19.683
verified: no, type: mrr_at_10
value: 26.39
verified: no, type: mrr_at_100
value: 27.264
verified: no, type: mrr_at_1000
value: 27.349
verified: no, type: mrr_at_3
value: 24.409
verified: no, type: mrr_at_5
value: 25.474000000000004
verified: no, type: ndcg_at_1
value: 19.683
verified: no, type: ndcg_at_10
value: 27.014
verified: no, type: ndcg_at_100
value: 31.948
verified: no, type: ndcg_at_1000
value: 35.125
verified: no, type: ndcg_at_3
value: 23.225
verified: no, type: ndcg_at_5
value: 24.866
verified: no, type: precision_at_1
value: 19.683
verified: no, type: precision_at_10
value: 4.948
verified: no, type: precision_at_100
value: 0.876
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 10.943
verified: no, type: precision_at_5
value: 7.86
verified: no, type: recall_at_1
value: 16.073
verified: no, type: recall_at_10
value: 36.283
verified: no, type: recall_at_100
value: 58.745999999999995
verified: no, type: recall_at_1000
value: 81.711
verified: no, type: recall_at_3
value: 25.637
verified: no, type: recall_at_5
value: 29.919
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.776
verified: no, type: map_at_10
value: 33.317
verified: no, type: map_at_100
value: 34.437
verified: no, type: map_at_1000
value: 34.54
verified: no, type: map_at_3
value: 30.706
verified: no, type: map_at_5
value: 32.202999999999996
verified: no, type: mrr_at_1
value: 30.224
verified: no, type: mrr_at_10
value: 37.34
verified: no, type: mrr_at_100
value: 38.268
verified: no, type: mrr_at_1000
value: 38.335
verified: no, type: mrr_at_3
value: 35.075
verified: no, type: mrr_at_5
value: 36.348
verified: no, type: ndcg_at_1
value: 30.224
verified: no, type: ndcg_at_10
value: 38.083
verified: no, type: ndcg_at_100
value: 43.413000000000004
verified: no, type: ndcg_at_1000
value: 45.856
verified: no, type: ndcg_at_3
value: 33.437
verified: no, type: ndcg_at_5
value: 35.661
verified: no, type: precision_at_1
value: 30.224
verified: no, type: precision_at_10
value: 6.1850000000000005
verified: no, type: precision_at_100
value: 1.0030000000000001
verified: no, type: precision_at_1000
value: 0.132
verified: no, type: precision_at_3
value: 14.646
verified: no, type: precision_at_5
value: 10.428999999999998
verified: no, type: recall_at_1
value: 25.776
verified: no, type: recall_at_10
value: 48.787000000000006
verified: no, type: recall_at_100
value: 72.04899999999999
verified: no, type: recall_at_1000
value: 89.339
verified: no, type: recall_at_3
value: 36.192
verified: no, type: recall_at_5
value: 41.665
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.156
verified: no, type: map_at_10
value: 30.886000000000003
verified: no, type: map_at_100
value: 32.551
verified: no, type: map_at_1000
value: 32.769
verified: no, type: map_at_3
value: 28.584
verified: no, type: map_at_5
value: 29.959999999999997
verified: no, type: mrr_at_1
value: 28.260999999999996
verified: no, type: mrr_at_10
value: 35.555
verified: no, type: mrr_at_100
value: 36.687
verified: no, type: mrr_at_1000
value: 36.742999999999995
verified: no, type: mrr_at_3
value: 33.531
verified: no, type: mrr_at_5
value: 34.717
verified: no, type: ndcg_at_1
value: 28.260999999999996
verified: no, type: ndcg_at_10
value: 36.036
verified: no, type: ndcg_at_100
value: 42.675000000000004
verified: no, type: ndcg_at_1000
value: 45.303
verified: no, type: ndcg_at_3
value: 32.449
verified: no, type: ndcg_at_5
value: 34.293
verified: no, type: precision_at_1
value: 28.260999999999996
verified: no, type: precision_at_10
value: 6.837999999999999
verified: no, type: precision_at_100
value: 1.4569999999999999
verified: no, type: precision_at_1000
value: 0.23500000000000001
verified: no, type: precision_at_3
value: 15.217
verified: no, type: precision_at_5
value: 11.028
verified: no, type: recall_at_1
value: 23.156
verified: no, type: recall_at_10
value: 45.251999999999995
verified: no, type: recall_at_100
value: 75.339
verified: no, type: recall_at_1000
value: 91.56
verified: no, type: recall_at_3
value: 34.701
verified: no, type: recall_at_5
value: 39.922999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.846
verified: no, type: map_at_10
value: 26.367
verified: no, type: map_at_100
value: 27.439999999999998
verified: no, type: map_at_1000
value: 27.552
verified: no, type: map_at_3
value: 24.006
verified: no, type: map_at_5
value: 25.230999999999998
verified: no, type: mrr_at_1
value: 21.257
verified: no, type: mrr_at_10
value: 28.071
verified: no, type: mrr_at_100
value: 29.037000000000003
verified: no, type: mrr_at_1000
value: 29.119
verified: no, type: mrr_at_3
value: 25.692999999999998
verified: no, type: mrr_at_5
value: 27.006000000000004
verified: no, type: ndcg_at_1
value: 21.257
verified: no, type: ndcg_at_10
value: 30.586000000000002
verified: no, type: ndcg_at_100
value: 35.949
verified: no, type: ndcg_at_1000
value: 38.728
verified: no, type: ndcg_at_3
value: 25.862000000000002
verified: no, type: ndcg_at_5
value: 27.967
verified: no, type: precision_at_1
value: 21.257
verified: no, type: precision_at_10
value: 4.861
verified: no, type: precision_at_100
value: 0.8130000000000001
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 10.906
verified: no, type: precision_at_5
value: 7.763000000000001
verified: no, type: recall_at_1
value: 19.846
verified: no, type: recall_at_10
value: 41.805
verified: no, type: recall_at_100
value: 66.89699999999999
verified: no, type: recall_at_1000
value: 87.401
verified: no, type: recall_at_3
value: 29.261
verified: no, type: recall_at_5
value: 34.227000000000004
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 10.333
verified: no, type: map_at_10
value: 17.14
verified: no, type: map_at_100
value: 18.878
verified: no, type: map_at_1000
value: 19.067
verified: no, type: map_at_3
value: 14.123
verified: no, type: map_at_5
value: 15.699
verified: no, type: mrr_at_1
value: 23.192
verified: no, type: mrr_at_10
value: 33.553
verified: no, type: mrr_at_100
value: 34.553
verified: no, type: mrr_at_1000
value: 34.603
verified: no, type: mrr_at_3
value: 29.848000000000003
verified: no, type: mrr_at_5
value: 32.18
verified: no, type: ndcg_at_1
value: 23.192
verified: no, type: ndcg_at_10
value: 24.707
verified: no, type: ndcg_at_100
value: 31.701
verified: no, type: ndcg_at_1000
value: 35.260999999999996
verified: no, type: ndcg_at_3
value: 19.492
verified: no, type: ndcg_at_5
value: 21.543
verified: no, type: precision_at_1
value: 23.192
verified: no, type: precision_at_10
value: 7.824000000000001
verified: no, type: precision_at_100
value: 1.52
verified: no, type: precision_at_1000
value: 0.218
verified: no, type: precision_at_3
value: 14.180000000000001
verified: no, type: precision_at_5
value: 11.530999999999999
verified: no, type: recall_at_1
value: 10.333
verified: no, type: recall_at_10
value: 30.142999999999997
verified: no, type: recall_at_100
value: 54.298
verified: no, type: recall_at_1000
value: 74.337
verified: no, type: recall_at_3
value: 17.602999999999998
verified: no, type: recall_at_5
value: 22.938
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.03
verified: no, type: map_at_10
value: 17.345
verified: no, type: map_at_100
value: 23.462
verified: no, type: map_at_1000
value: 24.77
verified: no, type: map_at_3
value: 12.714
verified: no, type: map_at_5
value: 14.722
verified: no, type: mrr_at_1
value: 61
verified: no, type: mrr_at_10
value: 69.245
verified: no, type: mrr_at_100
value: 69.715
verified: no, type: mrr_at_1000
value: 69.719
verified: no, type: mrr_at_3
value: 67.583
verified: no, type: mrr_at_5
value: 68.521
verified: no, type: ndcg_at_1
value: 47.625
verified: no, type: ndcg_at_10
value: 35.973
verified: no, type: ndcg_at_100
value: 39.875
verified: no, type: ndcg_at_1000
value: 46.922000000000004
verified: no, type: ndcg_at_3
value: 40.574
verified: no, type: ndcg_at_5
value: 38.18
verified: no, type: precision_at_1
value: 61
verified: no, type: precision_at_10
value: 29.049999999999997
verified: no, type: precision_at_100
value: 8.828
verified: no, type: precision_at_1000
value: 1.8290000000000002
verified: no, type: precision_at_3
value: 45.333
verified: no, type: precision_at_5
value: 37.9
verified: no, type: recall_at_1
value: 8.03
verified: no, type: recall_at_10
value: 22.334
verified: no, type: recall_at_100
value: 45.919
verified: no, type: recall_at_1000
value: 68.822
verified: no, type: recall_at_3
value: 14.038999999999998
verified: no, type: recall_at_5
value: 17.118
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 44.714999999999996
verified: no, type: f1
value: 39.83929362259356
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 52.242999999999995
verified: no, type: map_at_10
value: 64.087
verified: no, type: map_at_100
value: 64.549
verified: no, type: map_at_1000
value: 64.567
verified: no, type: map_at_3
value: 61.667
verified: no, type: map_at_5
value: 63.266
verified: no, type: mrr_at_1
value: 56.271
verified: no, type: mrr_at_10
value: 68.146
verified: no, type: mrr_at_100
value: 68.524
verified: no, type: mrr_at_1000
value: 68.53200000000001
verified: no, type: mrr_at_3
value: 65.869
verified: no, type: mrr_at_5
value: 67.37100000000001
verified: no, type: ndcg_at_1
value: 56.271
verified: no, type: ndcg_at_10
value: 70.109
verified: no, type: ndcg_at_100
value: 72.09
verified: no, type: ndcg_at_1000
value: 72.479
verified: no, type: ndcg_at_3
value: 65.559
verified: no, type: ndcg_at_5
value: 68.242
verified: no, type: precision_at_1
value: 56.271
verified: no, type: precision_at_10
value: 9.286999999999999
verified: no, type: precision_at_100
value: 1.039
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 26.308
verified: no, type: precision_at_5
value: 17.291
verified: no, type: recall_at_1
value: 52.242999999999995
verified: no, type: recall_at_10
value: 84.71
verified: no, type: recall_at_100
value: 93.309
verified: no, type: recall_at_1000
value: 96.013
verified: no, type: recall_at_3
value: 72.554
verified: no, type: recall_at_5
value: 79.069
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.346
verified: no, type: map_at_10
value: 24.552
verified: no, type: map_at_100
value: 26.161
verified: no, type: map_at_1000
value: 26.345000000000002
verified: no, type: map_at_3
value: 21.208
verified: no, type: map_at_5
value: 22.959
verified: no, type: mrr_at_1
value: 29.166999999999998
verified: no, type: mrr_at_10
value: 38.182
verified: no, type: mrr_at_100
value: 39.22
verified: no, type: mrr_at_1000
value: 39.263
verified: no, type: mrr_at_3
value: 35.983
verified: no, type: mrr_at_5
value: 37.14
verified: no, type: ndcg_at_1
value: 29.166999999999998
verified: no, type: ndcg_at_10
value: 31.421
verified: no, type: ndcg_at_100
value: 38.129999999999995
verified: no, type: ndcg_at_1000
value: 41.569
verified: no, type: ndcg_at_3
value: 28.172000000000004
verified: no, type: ndcg_at_5
value: 29.029
verified: no, type: precision_at_1
value: 29.166999999999998
verified: no, type: precision_at_10
value: 8.997
verified: no, type: precision_at_100
value: 1.5709999999999997
verified: no, type: precision_at_1000
value: 0.22
verified: no, type: precision_at_3
value: 19.187
verified: no, type: precision_at_5
value: 13.980999999999998
verified: no, type: recall_at_1
value: 14.346
verified: no, type: recall_at_10
value: 37.963
verified: no, type: recall_at_100
value: 63.43299999999999
verified: no, type: recall_at_1000
value: 84.057
verified: no, type: recall_at_3
value: 26.119999999999997
verified: no, type: recall_at_5
value: 30.988
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 33.059
verified: no, type: map_at_10
value: 46.421
verified: no, type: map_at_100
value: 47.323
verified: no, type: map_at_1000
value: 47.403
verified: no, type: map_at_3
value: 43.553999999999995
verified: no, type: map_at_5
value: 45.283
verified: no, type: mrr_at_1
value: 66.117
verified: no, type: mrr_at_10
value: 73.10900000000001
verified: no, type: mrr_at_100
value: 73.444
verified: no, type: mrr_at_1000
value: 73.46000000000001
verified: no, type: mrr_at_3
value: 71.70400000000001
verified: no, type: mrr_at_5
value: 72.58099999999999
verified: no, type: ndcg_at_1
value: 66.117
verified: no, type: ndcg_at_10
value: 55.696999999999996
verified: no, type: ndcg_at_100
value: 59.167
verified: no, type: ndcg_at_1000
value: 60.809000000000005
verified: no, type: ndcg_at_3
value: 51.243
verified: no, type: ndcg_at_5
value: 53.627
verified: no, type: precision_at_1
value: 66.117
verified: no, type: precision_at_10
value: 11.538
verified: no, type: precision_at_100
value: 1.429
verified: no, type: precision_at_1000
value: 0.165
verified: no, type: precision_at_3
value: 31.861
verified: no, type: precision_at_5
value: 20.997
verified: no, type: recall_at_1
value: 33.059
verified: no, type: recall_at_10
value: 57.691
verified: no, type: recall_at_100
value: 71.458
verified: no, type: recall_at_1000
value: 82.35
verified: no, type: recall_at_3
value: 47.792
verified: no, type: recall_at_5
value: 52.492000000000004
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 80.544
verified: no, type: ap
value: 74.69592367984956
verified: no, type: f1
value: 80.51138138449883
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 17.095
verified: no, type: map_at_10
value: 28.038999999999998
verified: no, type: map_at_100
value: 29.246
verified: no, type: map_at_1000
value: 29.311
verified: no, type: map_at_3
value: 24.253
verified: no, type: map_at_5
value: 26.442
verified: no, type: mrr_at_1
value: 17.535999999999998
verified: no, type: mrr_at_10
value: 28.53
verified: no, type: mrr_at_100
value: 29.697000000000003
verified: no, type: mrr_at_1000
value: 29.755
verified: no, type: mrr_at_3
value: 24.779999999999998
verified: no, type: mrr_at_5
value: 26.942
verified: no, type: ndcg_at_1
value: 17.549999999999997
verified: no, type: ndcg_at_10
value: 34.514
verified: no, type: ndcg_at_100
value: 40.497
verified: no, type: ndcg_at_1000
value: 42.17
verified: no, type: ndcg_at_3
value: 26.764
verified: no, type: ndcg_at_5
value: 30.678
verified: no, type: precision_at_1
value: 17.549999999999997
verified: no, type: precision_at_10
value: 5.692
verified: no, type: precision_at_100
value: 0.8699999999999999
verified: no, type: precision_at_1000
value: 0.101
verified: no, type: precision_at_3
value: 11.562
verified: no, type: precision_at_5
value: 8.917
verified: no, type: recall_at_1
value: 17.095
verified: no, type: recall_at_10
value: 54.642
verified: no, type: recall_at_100
value: 82.652
verified: no, type: recall_at_1000
value: 95.555
verified: no, type: recall_at_3
value: 33.504
verified: no, type: recall_at_5
value: 42.925000000000004
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 91.75558595531236
verified: no, type: f1
value: 91.25979279648296
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 69.90424076607387
verified: no, type: f1
value: 52.067408707562244
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: 70.13449899125757
verified: no, type: f1
value: 67.62456762910598
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: 74.862138533961
verified: no, type: f1
value: 74.66457222091381
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 34.10761942610792
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: 31.673172170578408
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.058704977250315
verified: no, type: mrr
value: 33.24327760839221
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.163
verified: no, type: map_at_10
value: 11.652999999999999
verified: no, type: map_at_100
value: 14.849
verified: no, type: map_at_1000
value: 16.253999999999998
verified: no, type: map_at_3
value: 8.616999999999999
verified: no, type: map_at_5
value: 10.100000000000001
verified: no, type: mrr_at_1
value: 44.272
verified: no, type: mrr_at_10
value: 52.25
verified: no, type: mrr_at_100
value: 52.761
verified: no, type: mrr_at_1000
value: 52.811
verified: no, type: mrr_at_3
value: 50.31
verified: no, type: mrr_at_5
value: 51.347
verified: no, type: ndcg_at_1
value: 42.105
verified: no, type: ndcg_at_10
value: 32.044
verified: no, type: ndcg_at_100
value: 29.763
verified: no, type: ndcg_at_1000
value: 38.585
verified: no, type: ndcg_at_3
value: 36.868
verified: no, type: ndcg_at_5
value: 35.154999999999994
verified: no, type: precision_at_1
value: 43.653
verified: no, type: precision_at_10
value: 23.622
verified: no, type: precision_at_100
value: 7.7490000000000006
verified: no, type: precision_at_1000
value: 2.054
verified: no, type: precision_at_3
value: 34.262
verified: no, type: precision_at_5
value: 30.154999999999998
verified: no, type: recall_at_1
value: 5.163
verified: no, type: recall_at_10
value: 15.478
verified: no, type: recall_at_100
value: 30.424
verified: no, type: recall_at_1000
value: 62.67
verified: no, type: recall_at_3
value: 9.615
verified: no, type: recall_at_5
value: 12.369
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.618000000000002
verified: no, type: map_at_10
value: 35.465
verified: no, type: map_at_100
value: 36.712
verified: no, type: map_at_1000
value: 36.757
verified: no, type: map_at_3
value: 31.189
verified: no, type: map_at_5
value: 33.537
verified: no, type: mrr_at_1
value: 24.305
verified: no, type: mrr_at_10
value: 37.653
verified: no, type: mrr_at_100
value: 38.662
verified: no, type: mrr_at_1000
value: 38.694
verified: no, type: mrr_at_3
value: 33.889
verified: no, type: mrr_at_5
value: 35.979
verified: no, type: ndcg_at_1
value: 24.305
verified: no, type: ndcg_at_10
value: 43.028
verified: no, type: ndcg_at_100
value: 48.653999999999996
verified: no, type: ndcg_at_1000
value: 49.733
verified: no, type: ndcg_at_3
value: 34.768
verified: no, type: ndcg_at_5
value: 38.753
verified: no, type: precision_at_1
value: 24.305
verified: no, type: precision_at_10
value: 7.59
verified: no, type: precision_at_100
value: 1.076
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 16.271
verified: no, type: precision_at_5
value: 12.068
verified: no, type: recall_at_1
value: 21.618000000000002
verified: no, type: recall_at_10
value: 63.977
verified: no, type: recall_at_100
value: 89.03999999999999
verified: no, type: recall_at_1000
value: 97.10600000000001
verified: no, type: recall_at_3
value: 42.422
verified: no, type: recall_at_5
value: 51.629000000000005
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 69.405
verified: no, type: map_at_10
value: 83.05
verified: no, type: map_at_100
value: 83.684
verified: no, type: map_at_1000
value: 83.70400000000001
verified: no, type: map_at_3
value: 80.08800000000001
verified: no, type: map_at_5
value: 81.937
verified: no, type: mrr_at_1
value: 79.85
verified: no, type: mrr_at_10
value: 86.369
verified: no, type: mrr_at_100
value: 86.48599999999999
verified: no, type: mrr_at_1000
value: 86.48700000000001
verified: no, type: mrr_at_3
value: 85.315
verified: no, type: mrr_at_5
value: 86.044
verified: no, type: ndcg_at_1
value: 79.86999999999999
verified: no, type: ndcg_at_10
value: 87.04499999999999
verified: no, type: ndcg_at_100
value: 88.373
verified: no, type: ndcg_at_1000
value: 88.531
verified: no, type: ndcg_at_3
value: 84.04
verified: no, type: ndcg_at_5
value: 85.684
verified: no, type: precision_at_1
value: 79.86999999999999
verified: no, type: precision_at_10
value: 13.183
verified: no, type: precision_at_100
value: 1.51
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 36.67
verified: no, type: precision_at_5
value: 24.12
verified: no, type: recall_at_1
value: 69.405
verified: no, type: recall_at_10
value: 94.634
verified: no, type: recall_at_100
value: 99.214
verified: no, type: recall_at_1000
value: 99.958
verified: no, type: recall_at_3
value: 85.992
verified: no, type: recall_at_5
value: 90.656
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 50.191676323145465
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: 56.4874020363744
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.228
verified: no, type: map_at_10
value: 11.245
verified: no, type: map_at_100
value: 13.353000000000002
verified: no, type: map_at_1000
value: 13.665
verified: no, type: map_at_3
value: 7.779999999999999
verified: no, type: map_at_5
value: 9.405
verified: no, type: mrr_at_1
value: 20.9
verified: no, type: mrr_at_10
value: 31.657999999999998
verified: no, type: mrr_at_100
value: 32.769999999999996
verified: no, type: mrr_at_1000
value: 32.833
verified: no, type: mrr_at_3
value: 28.333000000000002
verified: no, type: mrr_at_5
value: 30.043
verified: no, type: ndcg_at_1
value: 20.9
verified: no, type: ndcg_at_10
value: 19.073
verified: no, type: ndcg_at_100
value: 27.055
verified: no, type: ndcg_at_1000
value: 32.641
verified: no, type: ndcg_at_3
value: 17.483999999999998
verified: no, type: ndcg_at_5
value: 15.42
verified: no, type: precision_at_1
value: 20.9
verified: no, type: precision_at_10
value: 10.17
verified: no, type: precision_at_100
value: 2.162
verified: no, type: precision_at_1000
value: 0.35100000000000003
verified: no, type: precision_at_3
value: 16.467000000000002
verified: no, type: precision_at_5
value: 13.68
verified: no, type: recall_at_1
value: 4.228
verified: no, type: recall_at_10
value: 20.573
verified: no, type: recall_at_100
value: 43.887
verified: no, type: recall_at_1000
value: 71.22
verified: no, type: recall_at_3
value: 10.023
verified: no, type: recall_at_5
value: 13.873
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: 82.77965135067481
verified: no, type: cos_sim_spearman
value: 75.85121335808076
verified: no, type: euclidean_pearson
value: 80.09115175262697
verified: no, type: euclidean_spearman
value: 75.72249155647123
verified: no, type: manhattan_pearson
value: 79.89723577351782
verified: no, type: manhattan_spearman
value: 75.49855259442387
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: 80.46084116030949
verified: no, type: cos_sim_spearman
value: 72.57579204392951
verified: no, type: euclidean_pearson
value: 76.39020830763684
verified: no, type: euclidean_spearman
value: 72.3718627025895
verified: no, type: manhattan_pearson
value: 76.6148833027359
verified: no, type: manhattan_spearman
value: 72.57570008442319
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: 80.43678068337017
verified: no, type: cos_sim_spearman
value: 82.38941154076062
verified: no, type: euclidean_pearson
value: 81.59260573633661
verified: no, type: euclidean_spearman
value: 82.31144262574114
verified: no, type: manhattan_pearson
value: 81.43266909137056
verified: no, type: manhattan_spearman
value: 82.14704293004861
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: 80.73713431763163
verified: no, type: cos_sim_spearman
value: 77.97860512809388
verified: no, type: euclidean_pearson
value: 80.35755041527027
verified: no, type: euclidean_spearman
value: 78.021703511412
verified: no, type: manhattan_pearson
value: 80.24440317109162
verified: no, type: manhattan_spearman
value: 77.93165415697575
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 85.15111852351204
verified: no, type: cos_sim_spearman
value: 86.54032447238258
verified: no, type: euclidean_pearson
value: 86.14157021537433
verified: no, type: euclidean_spearman
value: 86.67537291929713
verified: no, type: manhattan_pearson
value: 86.081041854808
verified: no, type: manhattan_spearman
value: 86.61561701560558
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: 81.34532445104026
verified: no, type: cos_sim_spearman
value: 83.31325001474116
verified: no, type: euclidean_pearson
value: 82.81892375201032
verified: no, type: euclidean_spearman
value: 83.4521695148055
verified: no, type: manhattan_pearson
value: 82.72503790526163
verified: no, type: manhattan_spearman
value: 83.37833652941349
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: 87.25463453839801
verified: no, type: cos_sim_spearman
value: 88.27655263515948
verified: no, type: euclidean_pearson
value: 88.0248334411439
verified: no, type: euclidean_spearman
value: 88.18141448876868
verified: no, type: manhattan_pearson
value: 87.8080451127279
verified: no, type: manhattan_spearman
value: 88.01028114423058
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: 63.57551045355218
verified: no, type: cos_sim_spearman
value: 66.67614095126629
verified: no, type: euclidean_pearson
value: 66.0787243112528
verified: no, type: euclidean_spearman
value: 66.83660560636939
verified: no, type: manhattan_pearson
value: 66.74684019662031
verified: no, type: manhattan_spearman
value: 67.11761598074368
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 83.70881496766829
verified: no, type: cos_sim_spearman
value: 84.37803542941634
verified: no, type: euclidean_pearson
value: 84.84501245857096
verified: no, type: euclidean_spearman
value: 84.47088079741476
verified: no, type: manhattan_pearson
value: 84.77244090794765
verified: no, type: manhattan_spearman
value: 84.43307343706205
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 81.53946254759089
verified: no, type: mrr
value: 94.68259953554072
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 51.817
verified: no, type: map_at_10
value: 62.339999999999996
verified: no, type: map_at_100
value: 62.88
verified: no, type: map_at_1000
value: 62.909000000000006
verified: no, type: map_at_3
value: 59.004
verified: no, type: map_at_5
value: 60.906000000000006
verified: no, type: mrr_at_1
value: 54.333
verified: no, type: mrr_at_10
value: 63.649
verified: no, type: mrr_at_100
value: 64.01
verified: no, type: mrr_at_1000
value: 64.039
verified: no, type: mrr_at_3
value: 61.056
verified: no, type: mrr_at_5
value: 62.639
verified: no, type: ndcg_at_1
value: 54.333
verified: no, type: ndcg_at_10
value: 67.509
verified: no, type: ndcg_at_100
value: 69.69999999999999
verified: no, type: ndcg_at_1000
value: 70.613
verified: no, type: ndcg_at_3
value: 61.729
verified: no, type: ndcg_at_5
value: 64.696
verified: no, type: precision_at_1
value: 54.333
verified: no, type: precision_at_10
value: 9.2
verified: no, type: precision_at_100
value: 1.043
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 24
verified: no, type: precision_at_5
value: 16.2
verified: no, type: recall_at_1
value: 51.817
verified: no, type: recall_at_10
value: 82.056
verified: no, type: recall_at_100
value: 91.667
verified: no, type: recall_at_1000
value: 99
verified: no, type: recall_at_3
value: 66.717
verified: no, type: recall_at_5
value: 74.17200000000001
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: 99.82475247524752
verified: no, type: cos_sim_ap
value: 95.4781199603258
verified: no, type: cos_sim_f1
value: 91.16186693147964
verified: no, type: cos_sim_precision
value: 90.53254437869822
verified: no, type: cos_sim_recall
value: 91.8
verified: no, type: dot_accuracy
value: 99.75049504950495
verified: no, type: dot_ap
value: 93.05183539809457
verified: no, type: dot_f1
value: 87.31117824773412
verified: no, type: dot_precision
value: 87.93103448275862
verified: no, type: dot_recall
value: 86.7
verified: no, type: euclidean_accuracy
value: 99.82475247524752
verified: no, type: euclidean_ap
value: 95.38547978154382
verified: no, type: euclidean_f1
value: 91.16325511732403
verified: no, type: euclidean_precision
value: 91.02691924227318
verified: no, type: euclidean_recall
value: 91.3
verified: no, type: manhattan_accuracy
value: 99.82574257425742
verified: no, type: manhattan_ap
value: 95.47237521890308
verified: no, type: manhattan_f1
value: 91.27849355797821
verified: no, type: manhattan_precision
value: 90.47151277013754
verified: no, type: manhattan_recall
value: 92.10000000000001
verified: no, type: max_accuracy
value: 99.82574257425742
verified: no, type: max_ap
value: 95.4781199603258
verified: no, type: max_f1
value: 91.27849355797821
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 57.542169376331245
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 35.74399302634387
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 49.65076347632749
verified: no, type: mrr
value: 50.418099057804945
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 29.73997756592847
verified: no, type: cos_sim_spearman
value: 29.465208011593308
verified: no, type: dot_pearson
value: 24.83735342474541
verified: no, type: dot_spearman
value: 26.005180528584855
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.208
verified: no, type: map_at_10
value: 1.434
verified: no, type: map_at_100
value: 7.829
verified: no, type: map_at_1000
value: 19.807
verified: no, type: map_at_3
value: 0.549
verified: no, type: map_at_5
value: 0.8330000000000001
verified: no, type: mrr_at_1
value: 78
verified: no, type: mrr_at_10
value: 85.35199999999999
verified: no, type: mrr_at_100
value: 85.673
verified: no, type: mrr_at_1000
value: 85.673
verified: no, type: mrr_at_3
value: 84.667
verified: no, type: mrr_at_5
value: 85.06700000000001
verified: no, type: ndcg_at_1
value: 72
verified: no, type: ndcg_at_10
value: 59.214999999999996
verified: no, type: ndcg_at_100
value: 44.681
verified: no, type: ndcg_at_1000
value: 43.035000000000004
verified: no, type: ndcg_at_3
value: 66.53099999999999
verified: no, type: ndcg_at_5
value: 63.23
verified: no, type: precision_at_1
value: 78
verified: no, type: precision_at_10
value: 62.4
verified: no, type: precision_at_100
value: 45.76
verified: no, type: precision_at_1000
value: 19.05
verified: no, type: precision_at_3
value: 71.333
verified: no, type: precision_at_5
value: 67.2
verified: no, type: recall_at_1
value: 0.208
verified: no, type: recall_at_10
value: 1.6580000000000001
verified: no, type: recall_at_100
value: 11.324
verified: no, type: recall_at_1000
value: 41.537
verified: no, type: recall_at_3
value: 0.579
verified: no, type: recall_at_5
value: 0.8959999999999999
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.442
verified: no, type: map_at_10
value: 8.863
verified: no, type: map_at_100
value: 14.606
verified: no, type: map_at_1000
value: 16.258
verified: no, type: map_at_3
value: 4.396
verified: no, type: map_at_5
value: 6.199000000000001
verified: no, type: mrr_at_1
value: 30.612000000000002
verified: no, type: mrr_at_10
value: 43.492
verified: no, type: mrr_at_100
value: 44.557
verified: no, type: mrr_at_1000
value: 44.557
verified: no, type: mrr_at_3
value: 40.816
verified: no, type: mrr_at_5
value: 42.143
verified: no, type: ndcg_at_1
value: 25.509999999999998
verified: no, type: ndcg_at_10
value: 22.076
verified: no, type: ndcg_at_100
value: 34.098
verified: no, type: ndcg_at_1000
value: 46.265
verified: no, type: ndcg_at_3
value: 24.19
verified: no, type: ndcg_at_5
value: 23.474
verified: no, type: precision_at_1
value: 30.612000000000002
verified: no, type: precision_at_10
value: 19.796
verified: no, type: precision_at_100
value: 7.286
verified: no, type: precision_at_1000
value: 1.5310000000000001
verified: no, type: precision_at_3
value: 25.85
verified: no, type: precision_at_5
value: 24.490000000000002
verified: no, type: recall_at_1
value: 2.442
verified: no, type: recall_at_10
value: 15.012
verified: no, type: recall_at_100
value: 45.865
verified: no, type: recall_at_1000
value: 82.958
verified: no, type: recall_at_3
value: 5.731
verified: no, type: recall_at_5
value: 9.301
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 70.974
verified: no, type: ap
value: 14.534996211286682
verified: no, type: f1
value: 54.785946183399005
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 58.56819468024901
verified: no, type: f1
value: 58.92391487111204
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 43.273202335218194
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: 84.37742146986946
verified: no, type: cos_sim_ap
value: 68.1684129575579
verified: no, type: cos_sim_f1
value: 64.93475108748189
verified: no, type: cos_sim_precision
value: 59.89745876058849
verified: no, type: cos_sim_recall
value: 70.89709762532982
verified: no, type: dot_accuracy
value: 80.49710913750968
verified: no, type: dot_ap
value: 54.699790073944186
verified: no, type: dot_f1
value: 54.45130013221684
verified: no, type: dot_precision
value: 46.74612183125236
verified: no, type: dot_recall
value: 65.19788918205805
verified: no, type: euclidean_accuracy
value: 84.5085533766466
verified: no, type: euclidean_ap
value: 68.38835695236224
verified: no, type: euclidean_f1
value: 65.3391121002694
verified: no, type: euclidean_precision
value: 58.75289656625237
verified: no, type: euclidean_recall
value: 73.58839050131925
verified: no, type: manhattan_accuracy
value: 84.40126363473803
verified: no, type: manhattan_ap
value: 68.09539181555348
verified: no, type: manhattan_f1
value: 64.99028182701653
verified: no, type: manhattan_precision
value: 60.22062134173795
verified: no, type: manhattan_recall
value: 70.58047493403694
verified: no, type: max_accuracy
value: 84.5085533766466
verified: no, type: max_ap
value: 68.38835695236224
verified: no, type: max_f1
value: 65.3391121002694
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: 88.34167733923235
verified: no, type: cos_sim_ap
value: 84.84136381147736
verified: no, type: cos_sim_f1
value: 77.01434980904001
verified: no, type: cos_sim_precision
value: 74.27937915742794
verified: no, type: cos_sim_recall
value: 79.95842315983985
verified: no, type: dot_accuracy
value: 85.06422944075756
verified: no, type: dot_ap
value: 76.49446747522325
verified: no, type: dot_f1
value: 71.11606520830432
verified: no, type: dot_precision
value: 64.93638676844785
verified: no, type: dot_recall
value: 78.59562673236834
verified: no, type: euclidean_accuracy
value: 88.45810532852097
verified: no, type: euclidean_ap
value: 84.91526721863501
verified: no, type: euclidean_f1
value: 77.04399001750662
verified: no, type: euclidean_precision
value: 74.62298867162133
verified: no, type: euclidean_recall
value: 79.62734832152756
verified: no, type: manhattan_accuracy
value: 88.46004579500912
verified: no, type: manhattan_ap
value: 84.81590026238194
verified: no, type: manhattan_f1
value: 76.97804626491822
verified: no, type: manhattan_precision
value: 73.79237288135593
verified: no, type: manhattan_recall
value: 80.45118570988605
verified: no, type: max_accuracy
value: 88.46004579500912
verified: no, type: max_ap
value: 84.91526721863501
verified: no, type: max_f1
value: 77.04399001750662
verified: no
pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, transformers, mteb
Likes: 1 | All-time downloads: 3449
Created: 2024-03-23 19:02:53