Model: McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse
Author: McGill-NLP
Pipeline: sentence-similarity
Library: peft
Tags: peft, safetensors, text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering, text-semantic-similarity, text-evaluation, text-reranking, feature-extraction, sentence-similarity, Sentence Similarity, natural_questions, ms_marco, fever, hotpot_qa, mteb, en, arxiv:2404.05961, license:mit, model-index, region:us
Card metadata: library_name: peft
license: mit
language: en
pipeline_tag: sentence-similarity
tags: text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering, text-semantic-similarity, text-evaluation, text-reranking, feature-extraction, sentence-similarity, Sentence Similarity, natural_questions, ms_marco, fever, hotpot_qa, mteb
model-index: name: LLM2Vec-Mistral-7B-unsupervised
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 76.94029850746269
verified: no, type: ap
value: 41.01055096636703
verified: no, type: f1
value: 71.2582580801963
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 85.288275
verified: no, type: ap
value: 80.9174293931393
verified: no, type: f1
value: 85.26284279319103
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: 47.089999999999996
verified: no, type: f1
value: 46.42571856588491
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.676
verified: no, type: map_at_10
value: 41.705999999999996
verified: no, type: map_at_100
value: 42.649
verified: no, type: map_at_1000
value: 42.655
verified: no, type: map_at_3
value: 36.214
verified: no, type: map_at_5
value: 39.475
verified: no, type: mrr_at_1
value: 26.173999999999996
verified: no, type: mrr_at_10
value: 41.873
verified: no, type: mrr_at_100
value: 42.817
verified: no, type: mrr_at_1000
value: 42.823
verified: no, type: mrr_at_3
value: 36.427
verified: no, type: mrr_at_5
value: 39.646
verified: no, type: ndcg_at_1
value: 25.676
verified: no, type: ndcg_at_10
value: 51.001
verified: no, type: ndcg_at_100
value: 55.001
verified: no, type: ndcg_at_1000
value: 55.167
verified: no, type: ndcg_at_3
value: 39.713
verified: no, type: ndcg_at_5
value: 45.596
verified: no, type: precision_at_1
value: 25.676
verified: no, type: precision_at_10
value: 8.087
verified: no, type: precision_at_100
value: 0.983
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 16.619
verified: no, type: precision_at_5
value: 12.831000000000001
verified: no, type: recall_at_1
value: 25.676
verified: no, type: recall_at_10
value: 80.868
verified: no, type: recall_at_100
value: 98.29299999999999
verified: no, type: recall_at_1000
value: 99.57300000000001
verified: no, type: recall_at_3
value: 49.858000000000004
verified: no, type: recall_at_5
value: 64.154
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: 47.557333278165295
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: 39.921940994207674
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 58.602773795071585
verified: no, type: mrr
value: 72.93749725190169
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_spearman
value: 83.29045204631967
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.1590909090909
verified: no, type: f1
value: 86.08993054539444
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: 36.13784714320738
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: 30.26284987791574
verified: no, task: type: Retrieval
dataset: type: cqadupstack/android
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.611
verified: no, type: map_at_10
value: 37.838
verified: no, type: map_at_100
value: 39.446999999999996
verified: no, type: map_at_1000
value: 39.583
verified: no, type: map_at_3
value: 34.563
verified: no, type: map_at_5
value: 36.332
verified: no, type: mrr_at_1
value: 35.765
verified: no, type: mrr_at_10
value: 44.614
verified: no, type: mrr_at_100
value: 45.501000000000005
verified: no, type: mrr_at_1000
value: 45.558
verified: no, type: mrr_at_3
value: 42.513
verified: no, type: mrr_at_5
value: 43.515
verified: no, type: ndcg_at_1
value: 35.765
verified: no, type: ndcg_at_10
value: 44.104
verified: no, type: ndcg_at_100
value: 50.05500000000001
verified: no, type: ndcg_at_1000
value: 52.190000000000005
verified: no, type: ndcg_at_3
value: 39.834
verified: no, type: ndcg_at_5
value: 41.491
verified: no, type: precision_at_1
value: 35.765
verified: no, type: precision_at_10
value: 8.870000000000001
verified: no, type: precision_at_100
value: 1.505
verified: no, type: precision_at_1000
value: 0.2
verified: no, type: precision_at_3
value: 19.886
verified: no, type: precision_at_5
value: 14.277999999999999
verified: no, type: recall_at_1
value: 27.611
verified: no, type: recall_at_10
value: 55.065
verified: no, type: recall_at_100
value: 80.60199999999999
verified: no, type: recall_at_1000
value: 94.517
verified: no, type: recall_at_3
value: 41.281
verified: no, type: recall_at_5
value: 46.791
verified: no, task: type: Retrieval
dataset: type: cqadupstack/english
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.599999999999998
verified: no, type: map_at_10
value: 38.218999999999994
verified: no, type: map_at_100
value: 39.336
verified: no, type: map_at_1000
value: 39.464
verified: no, type: map_at_3
value: 35.599
verified: no, type: map_at_5
value: 36.927
verified: no, type: mrr_at_1
value: 37.197
verified: no, type: mrr_at_10
value: 44.759
verified: no, type: mrr_at_100
value: 45.372
verified: no, type: mrr_at_1000
value: 45.422000000000004
verified: no, type: mrr_at_3
value: 42.941
verified: no, type: mrr_at_5
value: 43.906
verified: no, type: ndcg_at_1
value: 37.197
verified: no, type: ndcg_at_10
value: 43.689
verified: no, type: ndcg_at_100
value: 47.588
verified: no, type: ndcg_at_1000
value: 49.868
verified: no, type: ndcg_at_3
value: 40.434
verified: no, type: ndcg_at_5
value: 41.617
verified: no, type: precision_at_1
value: 37.197
verified: no, type: precision_at_10
value: 8.529
verified: no, type: precision_at_100
value: 1.325
verified: no, type: precision_at_1000
value: 0.181
verified: no, type: precision_at_3
value: 20.212
verified: no, type: precision_at_5
value: 13.987
verified: no, type: recall_at_1
value: 28.599999999999998
verified: no, type: recall_at_10
value: 52.266999999999996
verified: no, type: recall_at_100
value: 69.304
verified: no, type: recall_at_1000
value: 84.249
verified: no, type: recall_at_3
value: 41.281
verified: no, type: recall_at_5
value: 45.56
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gaming
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 33.168
verified: no, type: map_at_10
value: 44.690999999999995
verified: no, type: map_at_100
value: 45.804
verified: no, type: map_at_1000
value: 45.876
verified: no, type: map_at_3
value: 41.385
verified: no, type: map_at_5
value: 43.375
verified: no, type: mrr_at_1
value: 38.997
verified: no, type: mrr_at_10
value: 48.782
verified: no, type: mrr_at_100
value: 49.534
verified: no, type: mrr_at_1000
value: 49.57
verified: no, type: mrr_at_3
value: 46.134
verified: no, type: mrr_at_5
value: 47.814
verified: no, type: ndcg_at_1
value: 38.997
verified: no, type: ndcg_at_10
value: 50.707
verified: no, type: ndcg_at_100
value: 55.358
verified: no, type: ndcg_at_1000
value: 56.818999999999996
verified: no, type: ndcg_at_3
value: 45.098
verified: no, type: ndcg_at_5
value: 48.065999999999995
verified: no, type: precision_at_1
value: 38.997
verified: no, type: precision_at_10
value: 8.414000000000001
verified: no, type: precision_at_100
value: 1.159
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 20.564
verified: no, type: precision_at_5
value: 14.445
verified: no, type: recall_at_1
value: 33.168
verified: no, type: recall_at_10
value: 64.595
verified: no, type: recall_at_100
value: 85.167
verified: no, type: recall_at_1000
value: 95.485
verified: no, type: recall_at_3
value: 49.555
verified: no, type: recall_at_5
value: 56.871
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gis
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.254
verified: no, type: map_at_10
value: 23.925
verified: no, type: map_at_100
value: 25.008000000000003
verified: no, type: map_at_1000
value: 25.123
verified: no, type: map_at_3
value: 21.676000000000002
verified: no, type: map_at_5
value: 23.042
verified: no, type: mrr_at_1
value: 18.756999999999998
verified: no, type: mrr_at_10
value: 25.578
verified: no, type: mrr_at_100
value: 26.594
verified: no, type: mrr_at_1000
value: 26.680999999999997
verified: no, type: mrr_at_3
value: 23.371
verified: no, type: mrr_at_5
value: 24.721
verified: no, type: ndcg_at_1
value: 18.756999999999998
verified: no, type: ndcg_at_10
value: 27.878999999999998
verified: no, type: ndcg_at_100
value: 33.285
verified: no, type: ndcg_at_1000
value: 36.333
verified: no, type: ndcg_at_3
value: 23.461000000000002
verified: no, type: ndcg_at_5
value: 25.836
verified: no, type: precision_at_1
value: 18.756999999999998
verified: no, type: precision_at_10
value: 4.429
verified: no, type: precision_at_100
value: 0.754
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 9.981
verified: no, type: precision_at_5
value: 7.412000000000001
verified: no, type: recall_at_1
value: 17.254
verified: no, type: recall_at_10
value: 38.42
verified: no, type: recall_at_100
value: 63.50900000000001
verified: no, type: recall_at_1000
value: 86.787
verified: no, type: recall_at_3
value: 26.840999999999998
verified: no, type: recall_at_5
value: 32.4
verified: no, task: type: Retrieval
dataset: type: cqadupstack/mathematica
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 10.495000000000001
verified: no, type: map_at_10
value: 16.505
verified: no, type: map_at_100
value: 17.59
verified: no, type: map_at_1000
value: 17.709
verified: no, type: map_at_3
value: 13.974
verified: no, type: map_at_5
value: 15.466
verified: no, type: mrr_at_1
value: 14.179
verified: no, type: mrr_at_10
value: 20.396
verified: no, type: mrr_at_100
value: 21.384
verified: no, type: mrr_at_1000
value: 21.47
verified: no, type: mrr_at_3
value: 17.828
verified: no, type: mrr_at_5
value: 19.387999999999998
verified: no, type: ndcg_at_1
value: 14.179
verified: no, type: ndcg_at_10
value: 20.852
verified: no, type: ndcg_at_100
value: 26.44
verified: no, type: ndcg_at_1000
value: 29.448999999999998
verified: no, type: ndcg_at_3
value: 16.181
verified: no, type: ndcg_at_5
value: 18.594
verified: no, type: precision_at_1
value: 14.179
verified: no, type: precision_at_10
value: 4.229
verified: no, type: precision_at_100
value: 0.8170000000000001
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 8.126
verified: no, type: precision_at_5
value: 6.493
verified: no, type: recall_at_1
value: 10.495000000000001
verified: no, type: recall_at_10
value: 30.531000000000002
verified: no, type: recall_at_100
value: 55.535999999999994
verified: no, type: recall_at_1000
value: 77.095
verified: no, type: recall_at_3
value: 17.805
verified: no, type: recall_at_5
value: 24.041
verified: no, task: type: Retrieval
dataset: type: cqadupstack/physics
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.826999999999998
verified: no, type: map_at_10
value: 34.957
verified: no, type: map_at_100
value: 36.314
verified: no, type: map_at_1000
value: 36.437999999999995
verified: no, type: map_at_3
value: 31.328
verified: no, type: map_at_5
value: 33.254
verified: no, type: mrr_at_1
value: 31.375999999999998
verified: no, type: mrr_at_10
value: 40.493
verified: no, type: mrr_at_100
value: 41.410000000000004
verified: no, type: mrr_at_1000
value: 41.46
verified: no, type: mrr_at_3
value: 37.504
verified: no, type: mrr_at_5
value: 39.212
verified: no, type: ndcg_at_1
value: 31.375999999999998
verified: no, type: ndcg_at_10
value: 41.285
verified: no, type: ndcg_at_100
value: 46.996
verified: no, type: ndcg_at_1000
value: 49.207
verified: no, type: ndcg_at_3
value: 35.297
verified: no, type: ndcg_at_5
value: 37.999
verified: no, type: precision_at_1
value: 31.375999999999998
verified: no, type: precision_at_10
value: 7.960000000000001
verified: no, type: precision_at_100
value: 1.277
verified: no, type: precision_at_1000
value: 0.165
verified: no, type: precision_at_3
value: 17.132
verified: no, type: precision_at_5
value: 12.57
verified: no, type: recall_at_1
value: 24.826999999999998
verified: no, type: recall_at_10
value: 54.678000000000004
verified: no, type: recall_at_100
value: 78.849
verified: no, type: recall_at_1000
value: 93.36
verified: no, type: recall_at_3
value: 37.775
verified: no, type: recall_at_5
value: 44.993
verified: no, task: type: Retrieval
dataset: type: cqadupstack/programmers
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.195
verified: no, type: map_at_10
value: 29.003
verified: no, type: map_at_100
value: 30.379
verified: no, type: map_at_1000
value: 30.508000000000003
verified: no, type: map_at_3
value: 25.927
verified: no, type: map_at_5
value: 27.784
verified: no, type: mrr_at_1
value: 26.941
verified: no, type: mrr_at_10
value: 34.305
verified: no, type: mrr_at_100
value: 35.32
verified: no, type: mrr_at_1000
value: 35.386
verified: no, type: mrr_at_3
value: 31.735000000000003
verified: no, type: mrr_at_5
value: 33.213
verified: no, type: ndcg_at_1
value: 26.941
verified: no, type: ndcg_at_10
value: 34.31
verified: no, type: ndcg_at_100
value: 40.242
verified: no, type: ndcg_at_1000
value: 42.9
verified: no, type: ndcg_at_3
value: 29.198
verified: no, type: ndcg_at_5
value: 31.739
verified: no, type: precision_at_1
value: 26.941
verified: no, type: precision_at_10
value: 6.507000000000001
verified: no, type: precision_at_100
value: 1.124
verified: no, type: precision_at_1000
value: 0.154
verified: no, type: precision_at_3
value: 13.850999999999999
verified: no, type: precision_at_5
value: 10.411
verified: no, type: recall_at_1
value: 21.195
verified: no, type: recall_at_10
value: 45.083
verified: no, type: recall_at_100
value: 70.14200000000001
verified: no, type: recall_at_1000
value: 88.34100000000001
verified: no, type: recall_at_3
value: 31.175000000000004
verified: no, type: recall_at_5
value: 37.625
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.293916666666664
verified: no, type: map_at_10
value: 28.353666666666665
verified: no, type: map_at_100
value: 29.524333333333335
verified: no, type: map_at_1000
value: 29.652583333333332
verified: no, type: map_at_3
value: 25.727916666666665
verified: no, type: map_at_5
value: 27.170833333333334
verified: no, type: mrr_at_1
value: 25.21375
verified: no, type: mrr_at_10
value: 32.67591666666667
verified: no, type: mrr_at_100
value: 33.56233333333334
verified: no, type: mrr_at_1000
value: 33.63283333333334
verified: no, type: mrr_at_3
value: 30.415333333333333
verified: no, type: mrr_at_5
value: 31.679583333333333
verified: no, type: ndcg_at_1
value: 25.21375
verified: no, type: ndcg_at_10
value: 33.37108333333333
verified: no, type: ndcg_at_100
value: 38.57725
verified: no, type: ndcg_at_1000
value: 41.246833333333335
verified: no, type: ndcg_at_3
value: 28.98183333333334
verified: no, type: ndcg_at_5
value: 30.986083333333337
verified: no, type: precision_at_1
value: 25.21375
verified: no, type: precision_at_10
value: 6.200583333333333
verified: no, type: precision_at_100
value: 1.0527499999999999
verified: no, type: precision_at_1000
value: 0.14675000000000002
verified: no, type: precision_at_3
value: 13.808333333333334
verified: no, type: precision_at_5
value: 9.976416666666669
verified: no, type: recall_at_1
value: 20.293916666666664
verified: no, type: recall_at_10
value: 43.90833333333333
verified: no, type: recall_at_100
value: 67.26575
verified: no, type: recall_at_1000
value: 86.18591666666666
verified: no, type: recall_at_3
value: 31.387416666666667
verified: no, type: recall_at_5
value: 36.73883333333333
verified: no, task: type: Retrieval
dataset: type: cqadupstack/stats
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.043000000000001
verified: no, type: map_at_10
value: 22.203
verified: no, type: map_at_100
value: 23.254
verified: no, type: map_at_1000
value: 23.362
verified: no, type: map_at_3
value: 20.157
verified: no, type: map_at_5
value: 21.201999999999998
verified: no, type: mrr_at_1
value: 17.485
verified: no, type: mrr_at_10
value: 24.729
verified: no, type: mrr_at_100
value: 25.715
verified: no, type: mrr_at_1000
value: 25.796999999999997
verified: no, type: mrr_at_3
value: 22.725
verified: no, type: mrr_at_5
value: 23.829
verified: no, type: ndcg_at_1
value: 17.485
verified: no, type: ndcg_at_10
value: 26.31
verified: no, type: ndcg_at_100
value: 31.722
verified: no, type: ndcg_at_1000
value: 34.621
verified: no, type: ndcg_at_3
value: 22.414
verified: no, type: ndcg_at_5
value: 24.125
verified: no, type: precision_at_1
value: 17.485
verified: no, type: precision_at_10
value: 4.601
verified: no, type: precision_at_100
value: 0.7849999999999999
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 10.327
verified: no, type: precision_at_5
value: 7.331
verified: no, type: recall_at_1
value: 15.043000000000001
verified: no, type: recall_at_10
value: 36.361
verified: no, type: recall_at_100
value: 61.63999999999999
verified: no, type: recall_at_1000
value: 83.443
verified: no, type: recall_at_3
value: 25.591
verified: no, type: recall_at_5
value: 29.808
verified: no, task: type: Retrieval
dataset: type: cqadupstack/tex
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.018
verified: no, type: map_at_10
value: 15.886
verified: no, type: map_at_100
value: 16.830000000000002
verified: no, type: map_at_1000
value: 16.956
verified: no, type: map_at_3
value: 14.222000000000001
verified: no, type: map_at_5
value: 15.110999999999999
verified: no, type: mrr_at_1
value: 14.625
verified: no, type: mrr_at_10
value: 19.677
verified: no, type: mrr_at_100
value: 20.532
verified: no, type: mrr_at_1000
value: 20.622
verified: no, type: mrr_at_3
value: 17.992
verified: no, type: mrr_at_5
value: 18.909000000000002
verified: no, type: ndcg_at_1
value: 14.625
verified: no, type: ndcg_at_10
value: 19.414
verified: no, type: ndcg_at_100
value: 24.152
verified: no, type: ndcg_at_1000
value: 27.433000000000003
verified: no, type: ndcg_at_3
value: 16.495
verified: no, type: ndcg_at_5
value: 17.742
verified: no, type: precision_at_1
value: 14.625
verified: no, type: precision_at_10
value: 3.833
verified: no, type: precision_at_100
value: 0.744
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 8.213
verified: no, type: precision_at_5
value: 6.036
verified: no, type: recall_at_1
value: 11.018
verified: no, type: recall_at_10
value: 26.346000000000004
verified: no, type: recall_at_100
value: 47.99
verified: no, type: recall_at_1000
value: 72.002
verified: no, type: recall_at_3
value: 17.762
verified: no, type: recall_at_5
value: 21.249000000000002
verified: no, task: type: Retrieval
dataset: type: cqadupstack/unix
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.053
verified: no, type: map_at_10
value: 27.950000000000003
verified: no, type: map_at_100
value: 29.207
verified: no, type: map_at_1000
value: 29.309
verified: no, type: map_at_3
value: 25.612000000000002
verified: no, type: map_at_5
value: 26.793
verified: no, type: mrr_at_1
value: 24.813
verified: no, type: mrr_at_10
value: 32.297
verified: no, type: mrr_at_100
value: 33.312999999999995
verified: no, type: mrr_at_1000
value: 33.379999999999995
verified: no, type: mrr_at_3
value: 30.239
verified: no, type: mrr_at_5
value: 31.368000000000002
verified: no, type: ndcg_at_1
value: 24.813
verified: no, type: ndcg_at_10
value: 32.722
verified: no, type: ndcg_at_100
value: 38.603
verified: no, type: ndcg_at_1000
value: 41.11
verified: no, type: ndcg_at_3
value: 28.74
verified: no, type: ndcg_at_5
value: 30.341
verified: no, type: precision_at_1
value: 24.813
verified: no, type: precision_at_10
value: 5.83
verified: no, type: precision_at_100
value: 0.9860000000000001
verified: no, type: precision_at_1000
value: 0.13
verified: no, type: precision_at_3
value: 13.433
verified: no, type: precision_at_5
value: 9.384
verified: no, type: recall_at_1
value: 20.053
verified: no, type: recall_at_10
value: 42.867
verified: no, type: recall_at_100
value: 68.90899999999999
verified: no, type: recall_at_1000
value: 87.031
verified: no, type: recall_at_3
value: 31.606
verified: no, type: recall_at_5
value: 35.988
verified: no, task: type: Retrieval
dataset: type: cqadupstack/webmasters
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.696
verified: no, type: map_at_10
value: 29.741
verified: no, type: map_at_100
value: 30.958999999999996
verified: no, type: map_at_1000
value: 31.22
verified: no, type: map_at_3
value: 26.679000000000002
verified: no, type: map_at_5
value: 28.244999999999997
verified: no, type: mrr_at_1
value: 27.272999999999996
verified: no, type: mrr_at_10
value: 35.101
verified: no, type: mrr_at_100
value: 35.91
verified: no, type: mrr_at_1000
value: 35.987
verified: no, type: mrr_at_3
value: 32.378
verified: no, type: mrr_at_5
value: 33.732
verified: no, type: ndcg_at_1
value: 27.272999999999996
verified: no, type: ndcg_at_10
value: 36.136
verified: no, type: ndcg_at_100
value: 40.9
verified: no, type: ndcg_at_1000
value: 44.184
verified: no, type: ndcg_at_3
value: 31.123
verified: no, type: ndcg_at_5
value: 33.182
verified: no, type: precision_at_1
value: 27.272999999999996
verified: no, type: precision_at_10
value: 7.489999999999999
verified: no, type: precision_at_100
value: 1.506
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 15.348999999999998
verified: no, type: precision_at_5
value: 11.344
verified: no, type: recall_at_1
value: 20.696
verified: no, type: recall_at_10
value: 48.041
verified: no, type: recall_at_100
value: 71.316
verified: no, type: recall_at_1000
value: 92.794
verified: no, type: recall_at_3
value: 32.983000000000004
verified: no, type: recall_at_5
value: 38.627
verified: no, task: type: Retrieval
dataset: type: cqadupstack/wordpress
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.567000000000002
verified: no, type: map_at_10
value: 19.326
verified: no, type: map_at_100
value: 20.164
verified: no, type: map_at_1000
value: 20.283
verified: no, type: map_at_3
value: 17.613
verified: no, type: map_at_5
value: 18.519
verified: no, type: mrr_at_1
value: 15.157000000000002
verified: no, type: mrr_at_10
value: 21.38
verified: no, type: mrr_at_100
value: 22.163
verified: no, type: mrr_at_1000
value: 22.261
verified: no, type: mrr_at_3
value: 19.624
verified: no, type: mrr_at_5
value: 20.548
verified: no, type: ndcg_at_1
value: 15.157000000000002
verified: no, type: ndcg_at_10
value: 23.044999999999998
verified: no, type: ndcg_at_100
value: 27.586
verified: no, type: ndcg_at_1000
value: 30.848
verified: no, type: ndcg_at_3
value: 19.506999999999998
verified: no, type: ndcg_at_5
value: 21.101
verified: no, type: precision_at_1
value: 15.157000000000002
verified: no, type: precision_at_10
value: 3.7150000000000003
verified: no, type: precision_at_100
value: 0.651
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 8.626000000000001
verified: no, type: precision_at_5
value: 6.026
verified: no, type: recall_at_1
value: 13.567000000000002
verified: no, type: recall_at_10
value: 32.646
verified: no, type: recall_at_100
value: 54.225
verified: no, type: recall_at_1000
value: 79.12700000000001
verified: no, type: recall_at_3
value: 22.994
verified: no, type: recall_at_5
value: 26.912999999999997
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.26
verified: no, type: map_at_10
value: 15.109
verified: no, type: map_at_100
value: 17.155
verified: no, type: map_at_1000
value: 17.354
verified: no, type: map_at_3
value: 11.772
verified: no, type: map_at_5
value: 13.542000000000002
verified: no, type: mrr_at_1
value: 16.678
verified: no, type: mrr_at_10
value: 29.470000000000002
verified: no, type: mrr_at_100
value: 30.676
verified: no, type: mrr_at_1000
value: 30.714999999999996
verified: no, type: mrr_at_3
value: 25.44
verified: no, type: mrr_at_5
value: 27.792
verified: no, type: ndcg_at_1
value: 16.678
verified: no, type: ndcg_at_10
value: 22.967000000000002
verified: no, type: ndcg_at_100
value: 31.253999999999998
verified: no, type: ndcg_at_1000
value: 34.748000000000005
verified: no, type: ndcg_at_3
value: 17.058
verified: no, type: ndcg_at_5
value: 19.43
verified: no, type: precision_at_1
value: 16.678
verified: no, type: precision_at_10
value: 7.974
verified: no, type: precision_at_100
value: 1.6740000000000002
verified: no, type: precision_at_1000
value: 0.232
verified: no, type: precision_at_3
value: 13.681
verified: no, type: precision_at_5
value: 11.322000000000001
verified: no, type: recall_at_1
value: 7.26
verified: no, type: recall_at_10
value: 30.407
verified: no, type: recall_at_100
value: 59.073
verified: no, type: recall_at_1000
value: 78.58800000000001
verified: no, type: recall_at_3
value: 16.493
verified: no, type: recall_at_5
value: 22.453
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.176
verified: no, type: map_at_10
value: 11.951
verified: no, type: map_at_100
value: 16.208
verified: no, type: map_at_1000
value: 17.067
verified: no, type: map_at_3
value: 8.669
verified: no, type: map_at_5
value: 10.061
verified: no, type: mrr_at_1
value: 42.5
verified: no, type: mrr_at_10
value: 54.312000000000005
verified: no, type: mrr_at_100
value: 54.925999999999995
verified: no, type: mrr_at_1000
value: 54.959
verified: no, type: mrr_at_3
value: 52.292
verified: no, type: mrr_at_5
value: 53.554
verified: no, type: ndcg_at_1
value: 31.374999999999996
verified: no, type: ndcg_at_10
value: 25.480999999999998
verified: no, type: ndcg_at_100
value: 30.018
verified: no, type: ndcg_at_1000
value: 36.103
verified: no, type: ndcg_at_3
value: 27.712999999999997
verified: no, type: ndcg_at_5
value: 26.415
verified: no, type: precision_at_1
value: 42.5
verified: no, type: precision_at_10
value: 20.549999999999997
verified: no, type: precision_at_100
value: 6.387
verified: no, type: precision_at_1000
value: 1.204
verified: no, type: precision_at_3
value: 32.917
verified: no, type: precision_at_5
value: 27.400000000000002
verified: no, type: recall_at_1
value: 5.176
verified: no, type: recall_at_10
value: 18.335
verified: no, type: recall_at_100
value: 38.629999999999995
verified: no, type: recall_at_1000
value: 59.74699999999999
verified: no, type: recall_at_3
value: 10.36
verified: no, type: recall_at_5
value: 13.413
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 48.885
verified: no, type: f1
value: 44.330258440550644
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.211
verified: no, type: map_at_10
value: 37.946999999999996
verified: no, type: map_at_100
value: 38.852
verified: no, type: map_at_1000
value: 38.896
verified: no, type: map_at_3
value: 34.445
verified: no, type: map_at_5
value: 36.451
verified: no, type: mrr_at_1
value: 27.453
verified: no, type: mrr_at_10
value: 40.505
verified: no, type: mrr_at_100
value: 41.342
verified: no, type: mrr_at_1000
value: 41.377
verified: no, type: mrr_at_3
value: 36.971
verified: no, type: mrr_at_5
value: 39.013999999999996
verified: no, type: ndcg_at_1
value: 27.453
verified: no, type: ndcg_at_10
value: 45.106
verified: no, type: ndcg_at_100
value: 49.357
verified: no, type: ndcg_at_1000
value: 50.546
verified: no, type: ndcg_at_3
value: 38.063
verified: no, type: ndcg_at_5
value: 41.603
verified: no, type: precision_at_1
value: 27.453
verified: no, type: precision_at_10
value: 7.136000000000001
verified: no, type: precision_at_100
value: 0.9390000000000001
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 16.677
verified: no, type: precision_at_5
value: 11.899
verified: no, type: recall_at_1
value: 25.211
verified: no, type: recall_at_10
value: 64.964
verified: no, type: recall_at_100
value: 84.23
verified: no, type: recall_at_1000
value: 93.307
verified: no, type: recall_at_3
value: 45.936
verified: no, type: recall_at_5
value: 54.489
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.434
verified: no, type: map_at_10
value: 20.325
verified: no, type: map_at_100
value: 22.267
verified: no, type: map_at_1000
value: 22.46
verified: no, type: map_at_3
value: 16.864
verified: no, type: map_at_5
value: 18.584999999999997
verified: no, type: mrr_at_1
value: 24.074
verified: no, type: mrr_at_10
value: 32.487
verified: no, type: mrr_at_100
value: 33.595000000000006
verified: no, type: mrr_at_1000
value: 33.649
verified: no, type: mrr_at_3
value: 29.578
verified: no, type: mrr_at_5
value: 31.044
verified: no, type: ndcg_at_1
value: 24.074
verified: no, type: ndcg_at_10
value: 27.244
verified: no, type: ndcg_at_100
value: 35.244
verified: no, type: ndcg_at_1000
value: 38.964999999999996
verified: no, type: ndcg_at_3
value: 22.709
verified: no, type: ndcg_at_5
value: 24.114
verified: no, type: precision_at_1
value: 24.074
verified: no, type: precision_at_10
value: 8.21
verified: no, type: precision_at_100
value: 1.627
verified: no, type: precision_at_1000
value: 0.22999999999999998
verified: no, type: precision_at_3
value: 15.741
verified: no, type: precision_at_5
value: 12.037
verified: no, type: recall_at_1
value: 11.434
verified: no, type: recall_at_10
value: 35.423
verified: no, type: recall_at_100
value: 66.056
verified: no, type: recall_at_1000
value: 88.63799999999999
verified: no, type: recall_at_3
value: 20.968
verified: no, type: recall_at_5
value: 26.540999999999997
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.506
verified: no, type: map_at_10
value: 44.864
verified: no, type: map_at_100
value: 46.016
verified: no, type: map_at_1000
value: 46.1
verified: no, type: map_at_3
value: 41.518
verified: no, type: map_at_5
value: 43.461
verified: no, type: mrr_at_1
value: 61.013
verified: no, type: mrr_at_10
value: 69.918
verified: no, type: mrr_at_100
value: 70.327
verified: no, type: mrr_at_1000
value: 70.342
verified: no, type: mrr_at_3
value: 68.226
verified: no, type: mrr_at_5
value: 69.273
verified: no, type: ndcg_at_1
value: 61.013
verified: no, type: ndcg_at_10
value: 54.539
verified: no, type: ndcg_at_100
value: 58.819
verified: no, type: ndcg_at_1000
value: 60.473
verified: no, type: ndcg_at_3
value: 49.27
verified: no, type: ndcg_at_5
value: 51.993
verified: no, type: precision_at_1
value: 61.013
verified: no, type: precision_at_10
value: 11.757
verified: no, type: precision_at_100
value: 1.5110000000000001
verified: no, type: precision_at_1000
value: 0.173
verified: no, type: precision_at_3
value: 31.339
verified: no, type: precision_at_5
value: 20.959
verified: no, type: recall_at_1
value: 30.506
verified: no, type: recall_at_10
value: 58.785
verified: no, type: recall_at_100
value: 75.55
verified: no, type: recall_at_1000
value: 86.455
verified: no, type: recall_at_3
value: 47.009
verified: no, type: recall_at_5
value: 52.397000000000006
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 77.954
verified: no, type: ap
value: 73.06067313842448
verified: no, type: f1
value: 77.6469083443121
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 7.7170000000000005
verified: no, type: map_at_10
value: 14.696000000000002
verified: no, type: map_at_100
value: 15.973
verified: no, type: map_at_1000
value: 16.079
verified: no, type: map_at_3
value: 12.059000000000001
verified: no, type: map_at_5
value: 13.478000000000002
verified: no, type: mrr_at_1
value: 7.9079999999999995
verified: no, type: mrr_at_10
value: 14.972
verified: no, type: mrr_at_100
value: 16.235
verified: no, type: mrr_at_1000
value: 16.337
verified: no, type: mrr_at_3
value: 12.323
verified: no, type: mrr_at_5
value: 13.751
verified: no, type: ndcg_at_1
value: 7.9079999999999995
verified: no, type: ndcg_at_10
value: 19.131
verified: no, type: ndcg_at_100
value: 25.868000000000002
verified: no, type: ndcg_at_1000
value: 28.823999999999998
verified: no, type: ndcg_at_3
value: 13.611
verified: no, type: ndcg_at_5
value: 16.178
verified: no, type: precision_at_1
value: 7.9079999999999995
verified: no, type: precision_at_10
value: 3.4259999999999997
verified: no, type: precision_at_100
value: 0.687
verified: no, type: precision_at_1000
value: 0.094
verified: no, type: precision_at_3
value: 6.103
verified: no, type: precision_at_5
value: 4.951
verified: no, type: recall_at_1
value: 7.7170000000000005
verified: no, type: recall_at_10
value: 33.147999999999996
verified: no, type: recall_at_100
value: 65.55199999999999
verified: no, type: recall_at_1000
value: 88.748
verified: no, type: recall_at_3
value: 17.863
verified: no, type: recall_at_5
value: 24.083
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 95.48335613315093
verified: no, type: f1
value: 95.18813547597892
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 82.83857729138167
verified: no, type: f1
value: 63.61922697275075
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 76.65433759246805
verified: no, type: f1
value: 73.24385243140212
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 79.98655010087425
verified: no, type: f1
value: 79.3880305174127
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: 30.109152457220606
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: 26.928355856501696
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 29.73337424086118
verified: no, type: mrr
value: 30.753319352871074
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.303
verified: no, type: map_at_10
value: 9.653
verified: no, type: map_at_100
value: 11.952
verified: no, type: map_at_1000
value: 13.126999999999999
verified: no, type: map_at_3
value: 6.976
verified: no, type: map_at_5
value: 8.292
verified: no, type: mrr_at_1
value: 35.913000000000004
verified: no, type: mrr_at_10
value: 45.827
verified: no, type: mrr_at_100
value: 46.587
verified: no, type: mrr_at_1000
value: 46.635
verified: no, type: mrr_at_3
value: 43.344
verified: no, type: mrr_at_5
value: 44.876
verified: no, type: ndcg_at_1
value: 34.056
verified: no, type: ndcg_at_10
value: 27.161
verified: no, type: ndcg_at_100
value: 25.552999999999997
verified: no, type: ndcg_at_1000
value: 34.671
verified: no, type: ndcg_at_3
value: 31.267
verified: no, type: ndcg_at_5
value: 29.896
verified: no, type: precision_at_1
value: 35.604
verified: no, type: precision_at_10
value: 19.969
verified: no, type: precision_at_100
value: 6.115
verified: no, type: precision_at_1000
value: 1.892
verified: no, type: precision_at_3
value: 29.825000000000003
verified: no, type: precision_at_5
value: 26.253999999999998
verified: no, type: recall_at_1
value: 4.303
verified: no, type: recall_at_10
value: 14.033999999999999
verified: no, type: recall_at_100
value: 28.250999999999998
verified: no, type: recall_at_1000
value: 58.751
verified: no, type: recall_at_3
value: 8.257
verified: no, type: recall_at_5
value: 10.761999999999999
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.668000000000001
verified: no, type: map_at_10
value: 26.593
verified: no, type: map_at_100
value: 28.094
verified: no, type: map_at_1000
value: 28.155
verified: no, type: map_at_3
value: 22.054000000000002
verified: no, type: map_at_5
value: 24.583
verified: no, type: mrr_at_1
value: 17.063
verified: no, type: mrr_at_10
value: 29.061999999999998
verified: no, type: mrr_at_100
value: 30.281000000000002
verified: no, type: mrr_at_1000
value: 30.325000000000003
verified: no, type: mrr_at_3
value: 24.754
verified: no, type: mrr_at_5
value: 27.281
verified: no, type: ndcg_at_1
value: 17.034
verified: no, type: ndcg_at_10
value: 34.157
verified: no, type: ndcg_at_100
value: 40.988
verified: no, type: ndcg_at_1000
value: 42.382999999999996
verified: no, type: ndcg_at_3
value: 25.076999999999998
verified: no, type: ndcg_at_5
value: 29.572
verified: no, type: precision_at_1
value: 17.034
verified: no, type: precision_at_10
value: 6.561
verified: no, type: precision_at_100
value: 1.04
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 12.167
verified: no, type: precision_at_5
value: 9.809
verified: no, type: recall_at_1
value: 14.668000000000001
verified: no, type: recall_at_10
value: 55.291999999999994
verified: no, type: recall_at_100
value: 85.82
verified: no, type: recall_at_1000
value: 96.164
verified: no, type: recall_at_3
value: 31.208999999999996
verified: no, type: recall_at_5
value: 41.766
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 66.20899999999999
verified: no, type: map_at_10
value: 80.024
verified: no, type: map_at_100
value: 80.73
verified: no, type: map_at_1000
value: 80.753
verified: no, type: map_at_3
value: 76.82900000000001
verified: no, type: map_at_5
value: 78.866
verified: no, type: mrr_at_1
value: 76.25
verified: no, type: mrr_at_10
value: 83.382
verified: no, type: mrr_at_100
value: 83.535
verified: no, type: mrr_at_1000
value: 83.538
verified: no, type: mrr_at_3
value: 82.013
verified: no, type: mrr_at_5
value: 82.931
verified: no, type: ndcg_at_1
value: 76.25999999999999
verified: no, type: ndcg_at_10
value: 84.397
verified: no, type: ndcg_at_100
value: 85.988
verified: no, type: ndcg_at_1000
value: 86.18299999999999
verified: no, type: ndcg_at_3
value: 80.778
verified: no, type: ndcg_at_5
value: 82.801
verified: no, type: precision_at_1
value: 76.25999999999999
verified: no, type: precision_at_10
value: 12.952
verified: no, type: precision_at_100
value: 1.509
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 35.323
verified: no, type: precision_at_5
value: 23.524
verified: no, type: recall_at_1
value: 66.20899999999999
verified: no, type: recall_at_10
value: 93.108
verified: no, type: recall_at_100
value: 98.817
verified: no, type: recall_at_1000
value: 99.857
verified: no, type: recall_at_3
value: 83.031
verified: no, type: recall_at_5
value: 88.441
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 41.82535503883439
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 62.077510084458055
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.383
verified: no, type: map_at_10
value: 8.839
verified: no, type: map_at_100
value: 10.876
verified: no, type: map_at_1000
value: 11.201
verified: no, type: map_at_3
value: 6.361
verified: no, type: map_at_5
value: 7.536
verified: no, type: mrr_at_1
value: 16.6
verified: no, type: mrr_at_10
value: 26.003999999999998
verified: no, type: mrr_at_100
value: 27.271
verified: no, type: mrr_at_1000
value: 27.354
verified: no, type: mrr_at_3
value: 22.900000000000002
verified: no, type: mrr_at_5
value: 24.58
verified: no, type: ndcg_at_1
value: 16.6
verified: no, type: ndcg_at_10
value: 15.345
verified: no, type: ndcg_at_100
value: 23.659
verified: no, type: ndcg_at_1000
value: 29.537000000000003
verified: no, type: ndcg_at_3
value: 14.283999999999999
verified: no, type: ndcg_at_5
value: 12.509999999999998
verified: no, type: precision_at_1
value: 16.6
verified: no, type: precision_at_10
value: 8.17
verified: no, type: precision_at_100
value: 2.028
verified: no, type: precision_at_1000
value: 0.34299999999999997
verified: no, type: precision_at_3
value: 13.633000000000001
verified: no, type: precision_at_5
value: 11.16
verified: no, type: recall_at_1
value: 3.383
verified: no, type: recall_at_10
value: 16.557
verified: no, type: recall_at_100
value: 41.123
verified: no, type: recall_at_1000
value: 69.67999999999999
verified: no, type: recall_at_3
value: 8.298
verified: no, type: recall_at_5
value: 11.322000000000001
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_spearman
value: 75.55405115197729
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_spearman
value: 67.65074099726466
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_spearman
value: 83.89765011154986
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_spearman
value: 76.97256789216159
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_spearman
value: 83.80216382863031
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_spearman
value: 81.90574806413879
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_spearman
value: 85.58485422591949
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_spearman
value: 65.92967262944444
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_spearman
value: 80.41509666334721
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 77.81287769479543
verified: no, type: mrr
value: 94.13409665860645
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 52.093999999999994
verified: no, type: map_at_10
value: 63.641999999999996
verified: no, type: map_at_100
value: 64.402
verified: no, type: map_at_1000
value: 64.416
verified: no, type: map_at_3
value: 60.878
verified: no, type: map_at_5
value: 62.778
verified: no, type: mrr_at_1
value: 55.333
verified: no, type: mrr_at_10
value: 65.139
verified: no, type: mrr_at_100
value: 65.75999999999999
verified: no, type: mrr_at_1000
value: 65.77199999999999
verified: no, type: mrr_at_3
value: 62.944
verified: no, type: mrr_at_5
value: 64.511
verified: no, type: ndcg_at_1
value: 55.333
verified: no, type: ndcg_at_10
value: 68.675
verified: no, type: ndcg_at_100
value: 71.794
verified: no, type: ndcg_at_1000
value: 72.18299999999999
verified: no, type: ndcg_at_3
value: 63.977
verified: no, type: ndcg_at_5
value: 66.866
verified: no, type: precision_at_1
value: 55.333
verified: no, type: precision_at_10
value: 9.232999999999999
verified: no, type: precision_at_100
value: 1.087
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 25.667
verified: no, type: precision_at_5
value: 17
verified: no, type: recall_at_1
value: 52.093999999999994
verified: no, type: recall_at_10
value: 82.506
verified: no, type: recall_at_100
value: 95.933
verified: no, type: recall_at_1000
value: 99
verified: no, type: recall_at_3
value: 70.078
verified: no, type: recall_at_5
value: 77.35600000000001
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: 99.7128712871287
verified: no, type: cos_sim_ap
value: 91.30057039245253
verified: no, type: cos_sim_f1
value: 85.35480624056368
verified: no, type: cos_sim_precision
value: 85.91691995947315
verified: no, type: cos_sim_recall
value: 84.8
verified: no, type: dot_accuracy
value: 99.35346534653465
verified: no, type: dot_ap
value: 67.929309733355
verified: no, type: dot_f1
value: 63.94205897568547
verified: no, type: dot_precision
value: 66.2379421221865
verified: no, type: dot_recall
value: 61.8
verified: no, type: euclidean_accuracy
value: 99.69009900990099
verified: no, type: euclidean_ap
value: 89.62179420600057
verified: no, type: euclidean_f1
value: 83.93039918116682
verified: no, type: euclidean_precision
value: 85.9538784067086
verified: no, type: euclidean_recall
value: 82
verified: no, type: manhattan_accuracy
value: 99.70990099009902
verified: no, type: manhattan_ap
value: 90.29611631593602
verified: no, type: manhattan_f1
value: 84.81729284611424
verified: no, type: manhattan_precision
value: 87.38069989395547
verified: no, type: manhattan_recall
value: 82.39999999999999
verified: no, type: max_accuracy
value: 99.7128712871287
verified: no, type: max_ap
value: 91.30057039245253
verified: no, type: max_f1
value: 85.35480624056368
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 67.33611278831218
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: 34.504437768624214
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 49.80014786474266
verified: no, type: mrr
value: 50.468909154570916
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.677648147466808
verified: no, type: cos_sim_spearman
value: 30.191761045901888
verified: no, type: dot_pearson
value: 23.16759191245942
verified: no, type: dot_spearman
value: 23.186942570638486
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.214
verified: no, type: map_at_10
value: 1.2309999999999999
verified: no, type: map_at_100
value: 5.867
verified: no, type: map_at_1000
value: 14.671999999999999
verified: no, type: map_at_3
value: 0.519
verified: no, type: map_at_5
value: 0.764
verified: no, type: mrr_at_1
value: 82
verified: no, type: mrr_at_10
value: 87.519
verified: no, type: mrr_at_100
value: 87.519
verified: no, type: mrr_at_1000
value: 87.536
verified: no, type: mrr_at_3
value: 86.333
verified: no, type: mrr_at_5
value: 87.233
verified: no, type: ndcg_at_1
value: 77
verified: no, type: ndcg_at_10
value: 55.665
verified: no, type: ndcg_at_100
value: 39.410000000000004
verified: no, type: ndcg_at_1000
value: 37.21
verified: no, type: ndcg_at_3
value: 65.263
verified: no, type: ndcg_at_5
value: 61.424
verified: no, type: precision_at_1
value: 82
verified: no, type: precision_at_10
value: 55.400000000000006
verified: no, type: precision_at_100
value: 39.04
verified: no, type: precision_at_1000
value: 16.788
verified: no, type: precision_at_3
value: 67.333
verified: no, type: precision_at_5
value: 62.8
verified: no, type: recall_at_1
value: 0.214
verified: no, type: recall_at_10
value: 1.4200000000000002
verified: no, type: recall_at_100
value: 9.231
verified: no, type: recall_at_1000
value: 35.136
verified: no, type: recall_at_3
value: 0.544
verified: no, type: recall_at_5
value: 0.832
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.41000000000000003
verified: no, type: map_at_10
value: 2.32
verified: no, type: map_at_100
value: 4.077
verified: no, type: map_at_1000
value: 4.9430000000000005
verified: no, type: map_at_3
value: 1.087
verified: no, type: map_at_5
value: 1.466
verified: no, type: mrr_at_1
value: 6.122
verified: no, type: mrr_at_10
value: 13.999
verified: no, type: mrr_at_100
value: 16.524
verified: no, type: mrr_at_1000
value: 16.567999999999998
verified: no, type: mrr_at_3
value: 11.224
verified: no, type: mrr_at_5
value: 13.163
verified: no, type: ndcg_at_1
value: 5.102
verified: no, type: ndcg_at_10
value: 6.542000000000001
verified: no, type: ndcg_at_100
value: 14.127
verified: no, type: ndcg_at_1000
value: 24.396
verified: no, type: ndcg_at_3
value: 5.653
verified: no, type: ndcg_at_5
value: 5.5649999999999995
verified: no, type: precision_at_1
value: 6.122
verified: no, type: precision_at_10
value: 7.142999999999999
verified: no, type: precision_at_100
value: 3.51
verified: no, type: precision_at_1000
value: 0.9860000000000001
verified: no, type: precision_at_3
value: 6.802999999999999
verified: no, type: precision_at_5
value: 6.938999999999999
verified: no, type: recall_at_1
value: 0.41000000000000003
verified: no, type: recall_at_10
value: 5.627
verified: no, type: recall_at_100
value: 23.121
verified: no, type: recall_at_1000
value: 54.626
verified: no, type: recall_at_3
value: 1.763
verified: no, type: recall_at_5
value: 3.013
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 70.71119999999999
verified: no, type: ap
value: 15.1342268718371
verified: no, type: f1
value: 55.043262693594855
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 60.89983022071308
verified: no, type: f1
value: 61.13086468149106
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 30.264802332456515
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: 84.46086904690947
verified: no, type: cos_sim_ap
value: 68.76039123104324
verified: no, type: cos_sim_f1
value: 63.002224839680665
verified: no, type: cos_sim_precision
value: 62.503245910153204
verified: no, type: cos_sim_recall
value: 63.50923482849604
verified: no, type: dot_accuracy
value: 80.07391071109257
verified: no, type: dot_ap
value: 53.43322643579626
verified: no, type: dot_f1
value: 52.6850065983149
verified: no, type: dot_precision
value: 42.81471704339218
verified: no, type: dot_recall
value: 68.46965699208444
verified: no, type: euclidean_accuracy
value: 84.2701317279609
verified: no, type: euclidean_ap
value: 67.55078414631596
verified: no, type: euclidean_f1
value: 62.90723537877797
verified: no, type: euclidean_precision
value: 62.392940565792884
verified: no, type: euclidean_recall
value: 63.43007915567283
verified: no, type: manhattan_accuracy
value: 84.22244739822375
verified: no, type: manhattan_ap
value: 67.92488847948273
verified: no, type: manhattan_f1
value: 62.99132210311383
verified: no, type: manhattan_precision
value: 60.99851705388038
verified: no, type: manhattan_recall
value: 65.11873350923483
verified: no, type: max_accuracy
value: 84.46086904690947
verified: no, type: max_ap
value: 68.76039123104324
verified: no, type: max_f1
value: 63.002224839680665
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: 87.71296619707377
verified: no, type: cos_sim_ap
value: 82.76174215711472
verified: no, type: cos_sim_f1
value: 75.73585592141168
verified: no, type: cos_sim_precision
value: 71.79416430985721
verified: no, type: cos_sim_recall
value: 80.1355097012627
verified: no, type: dot_accuracy
value: 85.62502425583111
verified: no, type: dot_ap
value: 77.50549495030725
verified: no, type: dot_f1
value: 71.47900863425035
verified: no, type: dot_precision
value: 65.4587361546834
verified: no, type: dot_recall
value: 78.71881736987989
verified: no, type: euclidean_accuracy
value: 87.12694531765437
verified: no, type: euclidean_ap
value: 81.63583409712018
verified: no, type: euclidean_f1
value: 74.50966015324268
verified: no, type: euclidean_precision
value: 71.11764294212331
verified: no, type: euclidean_recall
value: 78.24145364952264
verified: no, type: manhattan_accuracy
value: 87.35009896379088
verified: no, type: manhattan_ap
value: 82.20417545366242
verified: no, type: manhattan_f1
value: 74.84157622550805
verified: no, type: manhattan_precision
value: 71.00898410504493
verified: no, type: manhattan_recall
value: 79.11148752694795
verified: no, type: max_accuracy
value: 87.71296619707377
verified: no, type: max_ap
value: 82.76174215711472
verified: no, type: max_f1
value: 75.73585592141168
verified: no
Likes: 7 | All-time downloads: 57396
Created: 2024-04-04 03:06:33