Model: jinaai/jina-embedding-b-en-v1
Author: jinaai
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, t5, finetuner, feature-extraction, sentence-similarity, mteb, custom_code, en, dataset:jinaai/negation-dataset, arxiv:2307.11224, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: pipeline_tag: sentence-similarity
tags: finetuner, sentence-transformers, feature-extraction, sentence-similarity, mteb
datasets: jinaai/negation-dataset
language: en
license: apache-2.0
model-index: name: jina-embedding-b-en-v1
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 66.73134328358208
verified: no, type: ap
value: 28.30575908745204
verified: no, type: f1
value: 60.02420130946191
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 67.6068
verified: no, type: ap
value: 63.5899352938589
verified: no, type: f1
value: 65.64285334357656
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: 31.178
verified: no, type: f1
value: 29.68460843733487
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.964
verified: no, type: map_at_10
value: 40.217999999999996
verified: no, type: map_at_100
value: 41.263
verified: no, type: map_at_1000
value: 41.277
verified: no, type: map_at_3
value: 35.183
verified: no, type: map_at_5
value: 38.045
verified: no, type: mrr_at_1
value: 25.107000000000003
verified: no, type: mrr_at_10
value: 40.272999999999996
verified: no, type: mrr_at_100
value: 41.318
verified: no, type: mrr_at_1000
value: 41.333
verified: no, type: mrr_at_3
value: 35.242000000000004
verified: no, type: mrr_at_5
value: 38.101
verified: no, type: ndcg_at_1
value: 24.964
verified: no, type: ndcg_at_10
value: 49.006
verified: no, type: ndcg_at_100
value: 53.446000000000005
verified: no, type: ndcg_at_1000
value: 53.813
verified: no, type: ndcg_at_3
value: 38.598
verified: no, type: ndcg_at_5
value: 43.74
verified: no, type: precision_at_1
value: 24.964
verified: no, type: precision_at_10
value: 7.724
verified: no, type: precision_at_100
value: 0.966
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 16.169
verified: no, type: precision_at_5
value: 12.191
verified: no, type: recall_at_1
value: 24.964
verified: no, type: recall_at_10
value: 77.24
verified: no, type: recall_at_100
value: 96.586
verified: no, type: recall_at_1000
value: 99.431
verified: no, type: recall_at_3
value: 48.506
verified: no, type: recall_at_5
value: 60.953
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: 39.25203906042786
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: 29.07648348376354
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.4029266143623
verified: no, type: mrr
value: 75.45750340764191
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: 85.92280995704714
verified: no, type: cos_sim_spearman
value: 83.58082010833608
verified: no, type: euclidean_pearson
value: 48.64744162695948
verified: no, type: euclidean_spearman
value: 48.817377397301556
verified: no, type: manhattan_pearson
value: 48.87684776623195
verified: no, type: manhattan_spearman
value: 48.94268145725884
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 84.05519480519482
verified: no, type: f1
value: 83.94978356890618
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: 32.2033276486685
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: 26.631954164406014
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.625
verified: no, type: map_at_10
value: 40.037
verified: no, type: map_at_100
value: 41.52
verified: no, type: map_at_1000
value: 41.654
verified: no, type: map_at_3
value: 36.818
verified: no, type: map_at_5
value: 38.426
verified: no, type: mrr_at_1
value: 35.336
verified: no, type: mrr_at_10
value: 45.395
verified: no, type: mrr_at_100
value: 46.221000000000004
verified: no, type: mrr_at_1000
value: 46.264
verified: no, type: mrr_at_3
value: 42.823
verified: no, type: mrr_at_5
value: 44.204
verified: no, type: ndcg_at_1
value: 35.336
verified: no, type: ndcg_at_10
value: 46.326
verified: no, type: ndcg_at_100
value: 51.795
verified: no, type: ndcg_at_1000
value: 53.834
verified: no, type: ndcg_at_3
value: 41.299
verified: no, type: ndcg_at_5
value: 43.247
verified: no, type: precision_at_1
value: 35.336
verified: no, type: precision_at_10
value: 8.627
verified: no, type: precision_at_100
value: 1.428
verified: no, type: precision_at_1000
value: 0.197
verified: no, type: precision_at_3
value: 19.647000000000002
verified: no, type: precision_at_5
value: 13.733999999999998
verified: no, type: recall_at_1
value: 29.625
verified: no, type: recall_at_10
value: 59.165
verified: no, type: recall_at_100
value: 81.675
verified: no, type: recall_at_1000
value: 94.17
verified: no, type: recall_at_3
value: 44.485
verified: no, type: recall_at_5
value: 50.198
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.687
verified: no, type: map_at_10
value: 36.062
verified: no, type: map_at_100
value: 37.263000000000005
verified: no, type: map_at_1000
value: 37.397999999999996
verified: no, type: map_at_3
value: 32.967
verified: no, type: map_at_5
value: 34.75
verified: no, type: mrr_at_1
value: 33.885
verified: no, type: mrr_at_10
value: 42.632999999999996
verified: no, type: mrr_at_100
value: 43.305
verified: no, type: mrr_at_1000
value: 43.354
verified: no, type: mrr_at_3
value: 39.958
verified: no, type: mrr_at_5
value: 41.63
verified: no, type: ndcg_at_1
value: 33.885
verified: no, type: ndcg_at_10
value: 42.001
verified: no, type: ndcg_at_100
value: 46.436
verified: no, type: ndcg_at_1000
value: 48.774
verified: no, type: ndcg_at_3
value: 37.183
verified: no, type: ndcg_at_5
value: 39.605000000000004
verified: no, type: precision_at_1
value: 33.885
verified: no, type: precision_at_10
value: 7.962
verified: no, type: precision_at_100
value: 1.283
verified: no, type: precision_at_1000
value: 0.18
verified: no, type: precision_at_3
value: 17.855999999999998
verified: no, type: precision_at_5
value: 13.083
verified: no, type: recall_at_1
value: 26.687
verified: no, type: recall_at_10
value: 52.75
verified: no, type: recall_at_100
value: 71.324
verified: no, type: recall_at_1000
value: 86.356
verified: no, type: recall_at_3
value: 38.83
verified: no, type: recall_at_5
value: 45.23
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.02
verified: no, type: map_at_10
value: 45.751999999999995
verified: no, type: map_at_100
value: 46.867
verified: no, type: map_at_1000
value: 46.93
verified: no, type: map_at_3
value: 42.409
verified: no, type: map_at_5
value: 44.464999999999996
verified: no, type: mrr_at_1
value: 38.307
verified: no, type: mrr_at_10
value: 48.718
verified: no, type: mrr_at_100
value: 49.509
verified: no, type: mrr_at_1000
value: 49.542
verified: no, type: mrr_at_3
value: 46.007999999999996
verified: no, type: mrr_at_5
value: 47.766999999999996
verified: no, type: ndcg_at_1
value: 38.307
verified: no, type: ndcg_at_10
value: 51.666999999999994
verified: no, type: ndcg_at_100
value: 56.242000000000004
verified: no, type: ndcg_at_1000
value: 57.477999999999994
verified: no, type: ndcg_at_3
value: 45.912
verified: no, type: ndcg_at_5
value: 49.106
verified: no, type: precision_at_1
value: 38.307
verified: no, type: precision_at_10
value: 8.476
verified: no, type: precision_at_100
value: 1.176
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 20.522000000000002
verified: no, type: precision_at_5
value: 14.557999999999998
verified: no, type: recall_at_1
value: 34.02
verified: no, type: recall_at_10
value: 66.046
verified: no, type: recall_at_100
value: 85.817
verified: no, type: recall_at_1000
value: 94.453
verified: no, type: recall_at_3
value: 51.059
verified: no, type: recall_at_5
value: 58.667
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.939
verified: no, type: map_at_10
value: 32.627
verified: no, type: map_at_100
value: 33.617999999999995
verified: no, type: map_at_1000
value: 33.701
verified: no, type: map_at_3
value: 30.11
verified: no, type: map_at_5
value: 31.380000000000003
verified: no, type: mrr_at_1
value: 25.989
verified: no, type: mrr_at_10
value: 34.655
verified: no, type: mrr_at_100
value: 35.502
verified: no, type: mrr_at_1000
value: 35.563
verified: no, type: mrr_at_3
value: 32.109
verified: no, type: mrr_at_5
value: 33.426
verified: no, type: ndcg_at_1
value: 25.989
verified: no, type: ndcg_at_10
value: 37.657000000000004
verified: no, type: ndcg_at_100
value: 42.467
verified: no, type: ndcg_at_1000
value: 44.677
verified: no, type: ndcg_at_3
value: 32.543
verified: no, type: ndcg_at_5
value: 34.74
verified: no, type: precision_at_1
value: 25.989
verified: no, type: precision_at_10
value: 5.876
verified: no, type: precision_at_100
value: 0.8710000000000001
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 13.861
verified: no, type: precision_at_5
value: 9.626999999999999
verified: no, type: recall_at_1
value: 23.939
verified: no, type: recall_at_10
value: 51.28
verified: no, type: recall_at_100
value: 73.428
verified: no, type: recall_at_1000
value: 90.309
verified: no, type: recall_at_3
value: 37.245
verified: no, type: recall_at_5
value: 42.541000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.082
verified: no, type: map_at_10
value: 22.486
verified: no, type: map_at_100
value: 23.687
verified: no, type: map_at_1000
value: 23.807000000000002
verified: no, type: map_at_3
value: 20.076
verified: no, type: map_at_5
value: 21.362000000000002
verified: no, type: mrr_at_1
value: 18.532
verified: no, type: mrr_at_10
value: 26.605
verified: no, type: mrr_at_100
value: 27.628999999999998
verified: no, type: mrr_at_1000
value: 27.698
verified: no, type: mrr_at_3
value: 23.964
verified: no, type: mrr_at_5
value: 25.319000000000003
verified: no, type: ndcg_at_1
value: 18.532
verified: no, type: ndcg_at_10
value: 27.474999999999998
verified: no, type: ndcg_at_100
value: 33.357
verified: no, type: ndcg_at_1000
value: 36.361
verified: no, type: ndcg_at_3
value: 22.851
verified: no, type: ndcg_at_5
value: 24.87
verified: no, type: precision_at_1
value: 18.532
verified: no, type: precision_at_10
value: 5.210999999999999
verified: no, type: precision_at_100
value: 0.9329999999999999
verified: no, type: precision_at_1000
value: 0.134
verified: no, type: precision_at_3
value: 11.235000000000001
verified: no, type: precision_at_5
value: 8.134
verified: no, type: recall_at_1
value: 15.082
verified: no, type: recall_at_10
value: 38.759
verified: no, type: recall_at_100
value: 64.621
verified: no, type: recall_at_1000
value: 86.162
verified: no, type: recall_at_3
value: 26.055
verified: no, type: recall_at_5
value: 31.208999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.759999999999998
verified: no, type: map_at_10
value: 33.706
verified: no, type: map_at_100
value: 35
verified: no, type: map_at_1000
value: 35.134
verified: no, type: map_at_3
value: 30.789
verified: no, type: map_at_5
value: 32.427
verified: no, type: mrr_at_1
value: 29.548000000000002
verified: no, type: mrr_at_10
value: 38.521
verified: no, type: mrr_at_100
value: 39.432
verified: no, type: mrr_at_1000
value: 39.494
verified: no, type: mrr_at_3
value: 35.691
verified: no, type: mrr_at_5
value: 37.424
verified: no, type: ndcg_at_1
value: 29.548000000000002
verified: no, type: ndcg_at_10
value: 39.301
verified: no, type: ndcg_at_100
value: 44.907000000000004
verified: no, type: ndcg_at_1000
value: 47.494
verified: no, type: ndcg_at_3
value: 34.08
verified: no, type: ndcg_at_5
value: 36.649
verified: no, type: precision_at_1
value: 29.548000000000002
verified: no, type: precision_at_10
value: 7.084
verified: no, type: precision_at_100
value: 1.169
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 15.881
verified: no, type: precision_at_5
value: 11.53
verified: no, type: recall_at_1
value: 24.759999999999998
verified: no, type: recall_at_10
value: 51.202000000000005
verified: no, type: recall_at_100
value: 74.542
verified: no, type: recall_at_1000
value: 91.669
verified: no, type: recall_at_3
value: 36.892
verified: no, type: recall_at_5
value: 43.333
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.247999999999998
verified: no, type: map_at_10
value: 31.878
verified: no, type: map_at_100
value: 33.135
verified: no, type: map_at_1000
value: 33.263999999999996
verified: no, type: map_at_3
value: 29.406
verified: no, type: map_at_5
value: 30.602
verified: no, type: mrr_at_1
value: 28.767
verified: no, type: mrr_at_10
value: 36.929
verified: no, type: mrr_at_100
value: 37.844
verified: no, type: mrr_at_1000
value: 37.913000000000004
verified: no, type: mrr_at_3
value: 34.589
verified: no, type: mrr_at_5
value: 35.908
verified: no, type: ndcg_at_1
value: 28.767
verified: no, type: ndcg_at_10
value: 37.172
verified: no, type: ndcg_at_100
value: 42.842
verified: no, type: ndcg_at_1000
value: 45.534
verified: no, type: ndcg_at_3
value: 32.981
verified: no, type: ndcg_at_5
value: 34.628
verified: no, type: precision_at_1
value: 28.767
verified: no, type: precision_at_10
value: 6.678000000000001
verified: no, type: precision_at_100
value: 1.1199999999999999
verified: no, type: precision_at_1000
value: 0.155
verified: no, type: precision_at_3
value: 15.715000000000002
verified: no, type: precision_at_5
value: 10.913
verified: no, type: recall_at_1
value: 23.247999999999998
verified: no, type: recall_at_10
value: 48.16
verified: no, type: recall_at_100
value: 72.753
verified: no, type: recall_at_1000
value: 90.8
verified: no, type: recall_at_3
value: 35.961999999999996
verified: no, type: recall_at_5
value: 40.504
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.825583333333334
verified: no, type: map_at_10
value: 32.2845
verified: no, type: map_at_100
value: 33.48566666666667
verified: no, type: map_at_1000
value: 33.60833333333333
verified: no, type: map_at_3
value: 29.604916666666664
verified: no, type: map_at_5
value: 31.015333333333334
verified: no, type: mrr_at_1
value: 27.850916666666663
verified: no, type: mrr_at_10
value: 36.122416666666666
verified: no, type: mrr_at_100
value: 37.01275
verified: no, type: mrr_at_1000
value: 37.07566666666667
verified: no, type: mrr_at_3
value: 33.665749999999996
verified: no, type: mrr_at_5
value: 35.00916666666667
verified: no, type: ndcg_at_1
value: 27.850916666666663
verified: no, type: ndcg_at_10
value: 37.47625
verified: no, type: ndcg_at_100
value: 42.74433333333334
verified: no, type: ndcg_at_1000
value: 45.21991666666667
verified: no, type: ndcg_at_3
value: 32.70916666666667
verified: no, type: ndcg_at_5
value: 34.80658333333333
verified: no, type: precision_at_1
value: 27.850916666666663
verified: no, type: precision_at_10
value: 6.5761666666666665
verified: no, type: precision_at_100
value: 1.0879999999999999
verified: no, type: precision_at_1000
value: 0.15058333333333332
verified: no, type: precision_at_3
value: 14.933833333333336
verified: no, type: precision_at_5
value: 10.607249999999999
verified: no, type: recall_at_1
value: 23.825583333333334
verified: no, type: recall_at_10
value: 49.100500000000004
verified: no, type: recall_at_100
value: 72.21133333333334
verified: no, type: recall_at_1000
value: 89.34791666666666
verified: no, type: recall_at_3
value: 35.90525
verified: no, type: recall_at_5
value: 41.24583333333334
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.343
verified: no, type: map_at_10
value: 27.313
verified: no, type: map_at_100
value: 28.316999999999997
verified: no, type: map_at_1000
value: 28.406
verified: no, type: map_at_3
value: 25.06
verified: no, type: map_at_5
value: 26.409
verified: no, type: mrr_at_1
value: 23.313
verified: no, type: mrr_at_10
value: 29.467
verified: no, type: mrr_at_100
value: 30.348999999999997
verified: no, type: mrr_at_1000
value: 30.42
verified: no, type: mrr_at_3
value: 27.173000000000002
verified: no, type: mrr_at_5
value: 28.461
verified: no, type: ndcg_at_1
value: 23.313
verified: no, type: ndcg_at_10
value: 31.183
verified: no, type: ndcg_at_100
value: 36.252
verified: no, type: ndcg_at_1000
value: 38.582
verified: no, type: ndcg_at_3
value: 26.838
verified: no, type: ndcg_at_5
value: 29.042
verified: no, type: precision_at_1
value: 23.313
verified: no, type: precision_at_10
value: 4.9079999999999995
verified: no, type: precision_at_100
value: 0.808
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 11.299
verified: no, type: precision_at_5
value: 8.097999999999999
verified: no, type: recall_at_1
value: 21.343
verified: no, type: recall_at_10
value: 41.047
verified: no, type: recall_at_100
value: 64.372
verified: no, type: recall_at_1000
value: 81.499
verified: no, type: recall_at_3
value: 29.337000000000003
verified: no, type: recall_at_5
value: 34.756
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.595
verified: no, type: map_at_10
value: 23.433
verified: no, type: map_at_100
value: 24.578
verified: no, type: map_at_1000
value: 24.709999999999997
verified: no, type: map_at_3
value: 21.268
verified: no, type: map_at_5
value: 22.393
verified: no, type: mrr_at_1
value: 20.131
verified: no, type: mrr_at_10
value: 27.026
verified: no, type: mrr_at_100
value: 28.003
verified: no, type: mrr_at_1000
value: 28.083999999999996
verified: no, type: mrr_at_3
value: 24.966
verified: no, type: mrr_at_5
value: 26.064999999999998
verified: no, type: ndcg_at_1
value: 20.131
verified: no, type: ndcg_at_10
value: 27.846
verified: no, type: ndcg_at_100
value: 33.318999999999996
verified: no, type: ndcg_at_1000
value: 36.403
verified: no, type: ndcg_at_3
value: 23.883
verified: no, type: ndcg_at_5
value: 25.595000000000002
verified: no, type: precision_at_1
value: 20.131
verified: no, type: precision_at_10
value: 5.034000000000001
verified: no, type: precision_at_100
value: 0.9079999999999999
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 11.23
verified: no, type: precision_at_5
value: 8.032
verified: no, type: recall_at_1
value: 16.595
verified: no, type: recall_at_10
value: 37.576
verified: no, type: recall_at_100
value: 62.044
verified: no, type: recall_at_1000
value: 83.97
verified: no, type: recall_at_3
value: 26.631
verified: no, type: recall_at_5
value: 31.002000000000002
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.85
verified: no, type: map_at_10
value: 32.762
verified: no, type: map_at_100
value: 33.896
verified: no, type: map_at_1000
value: 34.006
verified: no, type: map_at_3
value: 29.965000000000003
verified: no, type: map_at_5
value: 31.485999999999997
verified: no, type: mrr_at_1
value: 28.731
verified: no, type: mrr_at_10
value: 36.504999999999995
verified: no, type: mrr_at_100
value: 37.364999999999995
verified: no, type: mrr_at_1000
value: 37.431
verified: no, type: mrr_at_3
value: 34.033
verified: no, type: mrr_at_5
value: 35.4
verified: no, type: ndcg_at_1
value: 28.731
verified: no, type: ndcg_at_10
value: 37.788
verified: no, type: ndcg_at_100
value: 43.1
verified: no, type: ndcg_at_1000
value: 45.623999999999995
verified: no, type: ndcg_at_3
value: 32.717
verified: no, type: ndcg_at_5
value: 35.024
verified: no, type: precision_at_1
value: 28.731
verified: no, type: precision_at_10
value: 6.371
verified: no, type: precision_at_100
value: 1.02
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 14.521
verified: no, type: precision_at_5
value: 10.41
verified: no, type: recall_at_1
value: 24.85
verified: no, type: recall_at_10
value: 49.335
verified: no, type: recall_at_100
value: 72.792
verified: no, type: recall_at_1000
value: 90.525
verified: no, type: recall_at_3
value: 35.698
verified: no, type: recall_at_5
value: 41.385
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.016000000000002
verified: no, type: map_at_10
value: 32.126
verified: no, type: map_at_100
value: 33.786
verified: no, type: map_at_1000
value: 34.012
verified: no, type: map_at_3
value: 29.256
verified: no, type: map_at_5
value: 30.552
verified: no, type: mrr_at_1
value: 27.272999999999996
verified: no, type: mrr_at_10
value: 35.967
verified: no, type: mrr_at_100
value: 37.082
verified: no, type: mrr_at_1000
value: 37.146
verified: no, type: mrr_at_3
value: 33.531
verified: no, type: mrr_at_5
value: 34.697
verified: no, type: ndcg_at_1
value: 27.272999999999996
verified: no, type: ndcg_at_10
value: 37.945
verified: no, type: ndcg_at_100
value: 43.928
verified: no, type: ndcg_at_1000
value: 46.772999999999996
verified: no, type: ndcg_at_3
value: 33.111000000000004
verified: no, type: ndcg_at_5
value: 34.794000000000004
verified: no, type: precision_at_1
value: 27.272999999999996
verified: no, type: precision_at_10
value: 7.53
verified: no, type: precision_at_100
value: 1.512
verified: no, type: precision_at_1000
value: 0.241
verified: no, type: precision_at_3
value: 15.547
verified: no, type: precision_at_5
value: 11.146
verified: no, type: recall_at_1
value: 23.016000000000002
verified: no, type: recall_at_10
value: 49.576
verified: no, type: recall_at_100
value: 75.74600000000001
verified: no, type: recall_at_1000
value: 94.069
verified: no, type: recall_at_3
value: 35.964
verified: no, type: recall_at_5
value: 40.455999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.742
verified: no, type: map_at_10
value: 29.232000000000003
verified: no, type: map_at_100
value: 30.160999999999998
verified: no, type: map_at_1000
value: 30.278
verified: no, type: map_at_3
value: 27.134999999999998
verified: no, type: map_at_5
value: 27.932000000000002
verified: no, type: mrr_at_1
value: 24.399
verified: no, type: mrr_at_10
value: 31.048
verified: no, type: mrr_at_100
value: 31.912000000000003
verified: no, type: mrr_at_1000
value: 31.999
verified: no, type: mrr_at_3
value: 29.144
verified: no, type: mrr_at_5
value: 29.809
verified: no, type: ndcg_at_1
value: 24.399
verified: no, type: ndcg_at_10
value: 33.354
verified: no, type: ndcg_at_100
value: 38.287
verified: no, type: ndcg_at_1000
value: 41.105000000000004
verified: no, type: ndcg_at_3
value: 29.112
verified: no, type: ndcg_at_5
value: 30.379
verified: no, type: precision_at_1
value: 24.399
verified: no, type: precision_at_10
value: 5.157
verified: no, type: precision_at_100
value: 0.828
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 11.892
verified: no, type: precision_at_5
value: 8.022
verified: no, type: recall_at_1
value: 22.742
verified: no, type: recall_at_10
value: 44.31
verified: no, type: recall_at_100
value: 67.422
verified: no, type: recall_at_1000
value: 88.193
verified: no, type: recall_at_3
value: 32.705
verified: no, type: recall_at_5
value: 35.669000000000004
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.067
verified: no, type: map_at_10
value: 14.821000000000002
verified: no, type: map_at_100
value: 16.195
verified: no, type: map_at_1000
value: 16.359
verified: no, type: map_at_3
value: 12.666
verified: no, type: map_at_5
value: 13.675999999999998
verified: no, type: mrr_at_1
value: 20.326
verified: no, type: mrr_at_10
value: 29.798000000000002
verified: no, type: mrr_at_100
value: 30.875000000000004
verified: no, type: mrr_at_1000
value: 30.928
verified: no, type: mrr_at_3
value: 26.678
verified: no, type: mrr_at_5
value: 28.433000000000003
verified: no, type: ndcg_at_1
value: 20.326
verified: no, type: ndcg_at_10
value: 21.477
verified: no, type: ndcg_at_100
value: 27.637
verified: no, type: ndcg_at_1000
value: 30.953000000000003
verified: no, type: ndcg_at_3
value: 17.456
verified: no, type: ndcg_at_5
value: 18.789
verified: no, type: precision_at_1
value: 20.326
verified: no, type: precision_at_10
value: 6.482
verified: no, type: precision_at_100
value: 1.302
verified: no, type: precision_at_1000
value: 0.191
verified: no, type: precision_at_3
value: 12.53
verified: no, type: precision_at_5
value: 9.603
verified: no, type: recall_at_1
value: 9.067
verified: no, type: recall_at_10
value: 26.246000000000002
verified: no, type: recall_at_100
value: 47.837
verified: no, type: recall_at_1000
value: 66.637
verified: no, type: recall_at_3
value: 16.468
verified: no, type: recall_at_5
value: 20.088
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.563000000000001
verified: no, type: map_at_10
value: 15.22
verified: no, type: map_at_100
value: 20.048
verified: no, type: map_at_1000
value: 21.17
verified: no, type: map_at_3
value: 11.627
verified: no, type: map_at_5
value: 13.239
verified: no, type: mrr_at_1
value: 56.25
verified: no, type: mrr_at_10
value: 64.846
verified: no, type: mrr_at_100
value: 65.405
verified: no, type: mrr_at_1000
value: 65.41799999999999
verified: no, type: mrr_at_3
value: 63.125
verified: no, type: mrr_at_5
value: 64.1
verified: no, type: ndcg_at_1
value: 45
verified: no, type: ndcg_at_10
value: 32.437
verified: no, type: ndcg_at_100
value: 35.483
verified: no, type: ndcg_at_1000
value: 42.186
verified: no, type: ndcg_at_3
value: 37.297000000000004
verified: no, type: ndcg_at_5
value: 34.697
verified: no, type: precision_at_1
value: 56.25
verified: no, type: precision_at_10
value: 25.15
verified: no, type: precision_at_100
value: 7.539999999999999
verified: no, type: precision_at_1000
value: 1.678
verified: no, type: precision_at_3
value: 40.666999999999994
verified: no, type: precision_at_5
value: 33.45
verified: no, type: recall_at_1
value: 7.563000000000001
verified: no, type: recall_at_10
value: 19.969
verified: no, type: recall_at_100
value: 40.113
verified: no, type: recall_at_1000
value: 61.72299999999999
verified: no, type: recall_at_3
value: 12.950999999999999
verified: no, type: recall_at_5
value: 15.690999999999999
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 44.675000000000004
verified: no, type: f1
value: 40.779372586075105
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 57.406
verified: no, type: map_at_10
value: 67.69500000000001
verified: no, type: map_at_100
value: 68.08
verified: no, type: map_at_1000
value: 68.095
verified: no, type: map_at_3
value: 65.688
verified: no, type: map_at_5
value: 66.93
verified: no, type: mrr_at_1
value: 61.941
verified: no, type: mrr_at_10
value: 72.513
verified: no, type: mrr_at_100
value: 72.83699999999999
verified: no, type: mrr_at_1000
value: 72.844
verified: no, type: mrr_at_3
value: 70.60499999999999
verified: no, type: mrr_at_5
value: 71.807
verified: no, type: ndcg_at_1
value: 61.941
verified: no, type: ndcg_at_10
value: 73.29
verified: no, type: ndcg_at_100
value: 74.96300000000001
verified: no, type: ndcg_at_1000
value: 75.28200000000001
verified: no, type: ndcg_at_3
value: 69.491
verified: no, type: ndcg_at_5
value: 71.573
verified: no, type: precision_at_1
value: 61.941
verified: no, type: precision_at_10
value: 9.388
verified: no, type: precision_at_100
value: 1.0290000000000001
verified: no, type: precision_at_1000
value: 0.107
verified: no, type: precision_at_3
value: 27.423
verified: no, type: precision_at_5
value: 17.627000000000002
verified: no, type: recall_at_1
value: 57.406
verified: no, type: recall_at_10
value: 85.975
verified: no, type: recall_at_100
value: 93.29899999999999
verified: no, type: recall_at_1000
value: 95.531
verified: no, type: recall_at_3
value: 75.624
verified: no, type: recall_at_5
value: 80.78999999999999
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.314999999999998
verified: no, type: map_at_10
value: 26.678
verified: no, type: map_at_100
value: 28.322000000000003
verified: no, type: map_at_1000
value: 28.519
verified: no, type: map_at_3
value: 23.105
verified: no, type: map_at_5
value: 24.808
verified: no, type: mrr_at_1
value: 33.333
verified: no, type: mrr_at_10
value: 41.453
verified: no, type: mrr_at_100
value: 42.339
verified: no, type: mrr_at_1000
value: 42.39
verified: no, type: mrr_at_3
value: 38.863
verified: no, type: mrr_at_5
value: 40.159
verified: no, type: ndcg_at_1
value: 33.333
verified: no, type: ndcg_at_10
value: 34.062
verified: no, type: ndcg_at_100
value: 40.595
verified: no, type: ndcg_at_1000
value: 44.124
verified: no, type: ndcg_at_3
value: 30.689
verified: no, type: ndcg_at_5
value: 31.255
verified: no, type: precision_at_1
value: 33.333
verified: no, type: precision_at_10
value: 9.722
verified: no, type: precision_at_100
value: 1.6480000000000001
verified: no, type: precision_at_1000
value: 0.22699999999999998
verified: no, type: precision_at_3
value: 20.936
verified: no, type: precision_at_5
value: 15.154
verified: no, type: recall_at_1
value: 16.314999999999998
verified: no, type: recall_at_10
value: 41.221000000000004
verified: no, type: recall_at_100
value: 65.857
verified: no, type: recall_at_1000
value: 87.327
verified: no, type: recall_at_3
value: 27.435
verified: no, type: recall_at_5
value: 32.242
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.978
verified: no, type: map_at_10
value: 43.784
verified: no, type: map_at_100
value: 44.547
verified: no, type: map_at_1000
value: 44.614
verified: no, type: map_at_3
value: 41.317
verified: no, type: map_at_5
value: 42.812
verified: no, type: mrr_at_1
value: 63.956999999999994
verified: no, type: mrr_at_10
value: 70.502
verified: no, type: mrr_at_100
value: 70.845
verified: no, type: mrr_at_1000
value: 70.865
verified: no, type: mrr_at_3
value: 69.192
verified: no, type: mrr_at_5
value: 69.994
verified: no, type: ndcg_at_1
value: 63.956999999999994
verified: no, type: ndcg_at_10
value: 52.782
verified: no, type: ndcg_at_100
value: 55.78999999999999
verified: no, type: ndcg_at_1000
value: 57.289
verified: no, type: ndcg_at_3
value: 48.864000000000004
verified: no, type: ndcg_at_5
value: 50.964
verified: no, type: precision_at_1
value: 63.956999999999994
verified: no, type: precision_at_10
value: 10.809000000000001
verified: no, type: precision_at_100
value: 1.319
verified: no, type: precision_at_1000
value: 0.152
verified: no, type: precision_at_3
value: 30.2
verified: no, type: precision_at_5
value: 19.787
verified: no, type: recall_at_1
value: 31.978
verified: no, type: recall_at_10
value: 54.045
verified: no, type: recall_at_100
value: 65.928
verified: no, type: recall_at_1000
value: 75.976
verified: no, type: recall_at_3
value: 45.300000000000004
verified: no, type: recall_at_5
value: 49.467
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 63.8708
verified: no, type: ap
value: 59.02002684158838
verified: no, type: f1
value: 63.650055896985315
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 19.834
verified: no, type: map_at_10
value: 31.317
verified: no, type: map_at_100
value: 32.576
verified: no, type: map_at_1000
value: 32.631
verified: no, type: map_at_3
value: 27.728
verified: no, type: map_at_5
value: 29.720000000000002
verified: no, type: mrr_at_1
value: 20.43
verified: no, type: mrr_at_10
value: 31.868999999999996
verified: no, type: mrr_at_100
value: 33.074999999999996
verified: no, type: mrr_at_1000
value: 33.123999999999995
verified: no, type: mrr_at_3
value: 28.333000000000002
verified: no, type: mrr_at_5
value: 30.305
verified: no, type: ndcg_at_1
value: 20.43
verified: no, type: ndcg_at_10
value: 37.769000000000005
verified: no, type: ndcg_at_100
value: 43.924
verified: no, type: ndcg_at_1000
value: 45.323
verified: no, type: ndcg_at_3
value: 30.422
verified: no, type: ndcg_at_5
value: 33.98
verified: no, type: precision_at_1
value: 20.43
verified: no, type: precision_at_10
value: 6.027
verified: no, type: precision_at_100
value: 0.9119999999999999
verified: no, type: precision_at_1000
value: 0.10300000000000001
verified: no, type: precision_at_3
value: 12.985
verified: no, type: precision_at_5
value: 9.593
verified: no, type: recall_at_1
value: 19.834
verified: no, type: recall_at_10
value: 57.647000000000006
verified: no, type: recall_at_100
value: 86.276
verified: no, type: recall_at_1000
value: 97.065
verified: no, type: recall_at_3
value: 37.616
verified: no, type: recall_at_5
value: 46.171
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 91.52530779753762
verified: no, type: f1
value: 91.4004687820246
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 72.82717738258093
verified: no, type: f1
value: 56.791387113030346
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 71.09280430396772
verified: no, type: f1
value: 68.92843467363518
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 76.2542030934768
verified: no, type: f1
value: 76.22211319699834
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: 29.604407852989457
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: 25.011863718751183
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.55552172383111
verified: no, type: mrr
value: 32.65475731770242
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.968
verified: no, type: map_at_10
value: 10.703999999999999
verified: no, type: map_at_100
value: 13.316
verified: no, type: map_at_1000
value: 14.674000000000001
verified: no, type: map_at_3
value: 7.809000000000001
verified: no, type: map_at_5
value: 9.268
verified: no, type: mrr_at_1
value: 41.796
verified: no, type: mrr_at_10
value: 50.558
verified: no, type: mrr_at_100
value: 51.125
verified: no, type: mrr_at_1000
value: 51.184
verified: no, type: mrr_at_3
value: 48.349
verified: no, type: mrr_at_5
value: 49.572
verified: no, type: ndcg_at_1
value: 39.783
verified: no, type: ndcg_at_10
value: 30.375999999999998
verified: no, type: ndcg_at_100
value: 27.648
verified: no, type: ndcg_at_1000
value: 36.711
verified: no, type: ndcg_at_3
value: 35.053
verified: no, type: ndcg_at_5
value: 33.278999999999996
verified: no, type: precision_at_1
value: 41.796
verified: no, type: precision_at_10
value: 22.663
verified: no, type: precision_at_100
value: 7.210999999999999
verified: no, type: precision_at_1000
value: 1.984
verified: no, type: precision_at_3
value: 33.127
verified: no, type: precision_at_5
value: 29.102
verified: no, type: recall_at_1
value: 4.968
verified: no, type: recall_at_10
value: 14.469999999999999
verified: no, type: recall_at_100
value: 28.188000000000002
verified: no, type: recall_at_1000
value: 60.769
verified: no, type: recall_at_3
value: 8.737
verified: no, type: recall_at_5
value: 11.539000000000001
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.958
verified: no, type: map_at_10
value: 40.6
verified: no, type: map_at_100
value: 41.754000000000005
verified: no, type: map_at_1000
value: 41.792
verified: no, type: map_at_3
value: 36.521
verified: no, type: map_at_5
value: 38.866
verified: no, type: mrr_at_1
value: 30.330000000000002
verified: no, type: mrr_at_10
value: 43.013
verified: no, type: mrr_at_100
value: 43.89
verified: no, type: mrr_at_1000
value: 43.917
verified: no, type: mrr_at_3
value: 39.489000000000004
verified: no, type: mrr_at_5
value: 41.504999999999995
verified: no, type: ndcg_at_1
value: 30.330000000000002
verified: no, type: ndcg_at_10
value: 47.878
verified: no, type: ndcg_at_100
value: 52.761
verified: no, type: ndcg_at_1000
value: 53.69500000000001
verified: no, type: ndcg_at_3
value: 40.061
verified: no, type: ndcg_at_5
value: 43.980000000000004
verified: no, type: precision_at_1
value: 30.330000000000002
verified: no, type: precision_at_10
value: 8.048
verified: no, type: precision_at_100
value: 1.076
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 18.299000000000003
verified: no, type: precision_at_5
value: 13.25
verified: no, type: recall_at_1
value: 26.958
verified: no, type: recall_at_10
value: 67.72399999999999
verified: no, type: recall_at_100
value: 89.02600000000001
verified: no, type: recall_at_1000
value: 96.029
verified: no, type: recall_at_3
value: 47.332
verified: no, type: recall_at_5
value: 56.36600000000001
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 69.926
verified: no, type: map_at_10
value: 83.797
verified: no, type: map_at_100
value: 84.42699999999999
verified: no, type: map_at_1000
value: 84.446
verified: no, type: map_at_3
value: 80.78
verified: no, type: map_at_5
value: 82.669
verified: no, type: mrr_at_1
value: 80.44
verified: no, type: mrr_at_10
value: 86.79
verified: no, type: mrr_at_100
value: 86.90299999999999
verified: no, type: mrr_at_1000
value: 86.904
verified: no, type: mrr_at_3
value: 85.753
verified: no, type: mrr_at_5
value: 86.478
verified: no, type: ndcg_at_1
value: 80.44
verified: no, type: ndcg_at_10
value: 87.634
verified: no, type: ndcg_at_100
value: 88.9
verified: no, type: ndcg_at_1000
value: 89.03
verified: no, type: ndcg_at_3
value: 84.622
verified: no, type: ndcg_at_5
value: 86.29
verified: no, type: precision_at_1
value: 80.44
verified: no, type: precision_at_10
value: 13.305
verified: no, type: precision_at_100
value: 1.524
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 36.957
verified: no, type: precision_at_5
value: 24.328
verified: no, type: recall_at_1
value: 69.926
verified: no, type: recall_at_10
value: 94.99300000000001
verified: no, type: recall_at_100
value: 99.345
verified: no, type: recall_at_1000
value: 99.97
verified: no, type: recall_at_3
value: 86.465
verified: no, type: recall_at_5
value: 91.121
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 42.850644235471144
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: 52.547875398320734
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.328
verified: no, type: map_at_10
value: 10.479
verified: no, type: map_at_100
value: 12.25
verified: no, type: map_at_1000
value: 12.522
verified: no, type: map_at_3
value: 7.548000000000001
verified: no, type: map_at_5
value: 9.039
verified: no, type: mrr_at_1
value: 21.3
verified: no, type: mrr_at_10
value: 30.678
verified: no, type: mrr_at_100
value: 31.77
verified: no, type: mrr_at_1000
value: 31.831
verified: no, type: mrr_at_3
value: 27.500000000000004
verified: no, type: mrr_at_5
value: 29.375
verified: no, type: ndcg_at_1
value: 21.3
verified: no, type: ndcg_at_10
value: 17.626
verified: no, type: ndcg_at_100
value: 25.03
verified: no, type: ndcg_at_1000
value: 30.055
verified: no, type: ndcg_at_3
value: 16.744999999999997
verified: no, type: ndcg_at_5
value: 14.729999999999999
verified: no, type: precision_at_1
value: 21.3
verified: no, type: precision_at_10
value: 9.09
verified: no, type: precision_at_100
value: 1.989
verified: no, type: precision_at_1000
value: 0.32
verified: no, type: precision_at_3
value: 15.467
verified: no, type: precision_at_5
value: 12.879999999999999
verified: no, type: recall_at_1
value: 4.328
verified: no, type: recall_at_10
value: 18.412
verified: no, type: recall_at_100
value: 40.363
verified: no, type: recall_at_1000
value: 64.997
verified: no, type: recall_at_3
value: 9.408
verified: no, type: recall_at_5
value: 13.048000000000002
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 84.1338589503896
verified: no, type: cos_sim_spearman
value: 79.1378154534123
verified: no, type: euclidean_pearson
value: 73.17857462509251
verified: no, type: euclidean_spearman
value: 70.79268955610539
verified: no, type: manhattan_pearson
value: 72.8280251705823
verified: no, type: manhattan_spearman
value: 70.60323787229834
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 84.21604641858598
verified: no, type: cos_sim_spearman
value: 75.06080146054282
verified: no, type: euclidean_pearson
value: 69.44429285856924
verified: no, type: euclidean_spearman
value: 58.240130690046456
verified: no, type: manhattan_pearson
value: 69.07597314234852
verified: no, type: manhattan_spearman
value: 58.08224335836159
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: 80.2252849321165
verified: no, type: cos_sim_spearman
value: 80.85907200101076
verified: no, type: euclidean_pearson
value: 70.85619832878055
verified: no, type: euclidean_spearman
value: 71.59417341887324
verified: no, type: manhattan_pearson
value: 70.55842192345895
verified: no, type: manhattan_spearman
value: 71.30332994715893
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: 80.50469360654135
verified: no, type: cos_sim_spearman
value: 76.12917164308409
verified: no, type: euclidean_pearson
value: 70.4070213910491
verified: no, type: euclidean_spearman
value: 66.97320451942113
verified: no, type: manhattan_pearson
value: 70.24834290119863
verified: no, type: manhattan_spearman
value: 66.9047074173091
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: 84.70140350059746
verified: no, type: cos_sim_spearman
value: 85.55427877110485
verified: no, type: euclidean_pearson
value: 63.4780453371435
verified: no, type: euclidean_spearman
value: 64.65485395077273
verified: no, type: manhattan_pearson
value: 63.64869846572011
verified: no, type: manhattan_spearman
value: 64.87219311596813
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: 79.4416477676503
verified: no, type: cos_sim_spearman
value: 81.2094925260351
verified: no, type: euclidean_pearson
value: 68.372257553367
verified: no, type: euclidean_spearman
value: 69.47792807911692
verified: no, type: manhattan_pearson
value: 68.17773583183664
verified: no, type: manhattan_spearman
value: 69.31505452732998
verified: no, task: type: STS
dataset: type: mteb/sts17-crosslingual-sts
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 88.94688403351994
verified: no, type: cos_sim_spearman
value: 88.97626967707933
verified: no, type: euclidean_pearson
value: 74.09942728422159
verified: no, type: euclidean_spearman
value: 72.91022362666948
verified: no, type: manhattan_pearson
value: 74.11262432880199
verified: no, type: manhattan_spearman
value: 72.82115894578564
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: 67.42605802805606
verified: no, type: cos_sim_spearman
value: 66.22330559222408
verified: no, type: euclidean_pearson
value: 50.15272876367891
verified: no, type: euclidean_spearman
value: 60.695400782452715
verified: no, type: manhattan_pearson
value: 50.17076569264417
verified: no, type: manhattan_spearman
value: 60.3761281869747
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: 82.85939227596093
verified: no, type: cos_sim_spearman
value: 82.57071649593358
verified: no, type: euclidean_pearson
value: 72.18291316100125
verified: no, type: euclidean_spearman
value: 70.70702024402348
verified: no, type: manhattan_pearson
value: 72.36789718833687
verified: no, type: manhattan_spearman
value: 70.92789721402387
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 79.31107201598611
verified: no, type: mrr
value: 93.66321314850727
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 45.428000000000004
verified: no, type: map_at_10
value: 54.730000000000004
verified: no, type: map_at_100
value: 55.421
verified: no, type: map_at_1000
value: 55.47299999999999
verified: no, type: map_at_3
value: 52.333
verified: no, type: map_at_5
value: 53.72
verified: no, type: mrr_at_1
value: 48.333
verified: no, type: mrr_at_10
value: 56.601
verified: no, type: mrr_at_100
value: 57.106
verified: no, type: mrr_at_1000
value: 57.154
verified: no, type: mrr_at_3
value: 54.611
verified: no, type: mrr_at_5
value: 55.87800000000001
verified: no, type: ndcg_at_1
value: 48.333
verified: no, type: ndcg_at_10
value: 59.394999999999996
verified: no, type: ndcg_at_100
value: 62.549
verified: no, type: ndcg_at_1000
value: 63.941
verified: no, type: ndcg_at_3
value: 55.096000000000004
verified: no, type: ndcg_at_5
value: 57.325
verified: no, type: precision_at_1
value: 48.333
verified: no, type: precision_at_10
value: 8.1
verified: no, type: precision_at_100
value: 0.983
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 21.889
verified: no, type: precision_at_5
value: 14.533
verified: no, type: recall_at_1
value: 45.428000000000004
verified: no, type: recall_at_10
value: 71.806
verified: no, type: recall_at_100
value: 86.533
verified: no, type: recall_at_1000
value: 97.5
verified: no, type: recall_at_3
value: 60.228
verified: no, type: recall_at_5
value: 65.90599999999999
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: 99.8029702970297
verified: no, type: cos_sim_ap
value: 95.48085242816634
verified: no, type: cos_sim_f1
value: 89.86653484923382
verified: no, type: cos_sim_precision
value: 88.85630498533725
verified: no, type: cos_sim_recall
value: 90.9
verified: no, type: dot_accuracy
value: 99.21881188118812
verified: no, type: dot_ap
value: 55.14126603018576
verified: no, type: dot_f1
value: 55.22458628841608
verified: no, type: dot_precision
value: 52.37668161434977
verified: no, type: dot_recall
value: 58.4
verified: no, type: euclidean_accuracy
value: 99.64356435643565
verified: no, type: euclidean_ap
value: 84.52487064474103
verified: no, type: euclidean_f1
value: 80.53908355795149
verified: no, type: euclidean_precision
value: 87.36842105263159
verified: no, type: euclidean_recall
value: 74.7
verified: no, type: manhattan_accuracy
value: 99.63861386138613
verified: no, type: manhattan_ap
value: 84.1994288662172
verified: no, type: manhattan_f1
value: 80.38482095136291
verified: no, type: manhattan_precision
value: 86.33754305396096
verified: no, type: manhattan_recall
value: 75.2
verified: no, type: max_accuracy
value: 99.8029702970297
verified: no, type: max_ap
value: 95.48085242816634
verified: no, type: max_f1
value: 89.86653484923382
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 48.06508273111389
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: 31.36169910951664
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 50.110601218420356
verified: no, type: mrr
value: 50.90277777777777
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 29.63669555287747
verified: no, type: cos_sim_spearman
value: 30.708042454053853
verified: no, type: dot_pearson
value: 20.309025749838924
verified: no, type: dot_spearman
value: 21.511758746817165
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.201
verified: no, type: map_at_10
value: 1.405
verified: no, type: map_at_100
value: 7.359999999999999
verified: no, type: map_at_1000
value: 17.858
verified: no, type: map_at_3
value: 0.494
verified: no, type: map_at_5
value: 0.757
verified: no, type: mrr_at_1
value: 74
verified: no, type: mrr_at_10
value: 84.89999999999999
verified: no, type: mrr_at_100
value: 84.89999999999999
verified: no, type: mrr_at_1000
value: 84.89999999999999
verified: no, type: mrr_at_3
value: 84
verified: no, type: mrr_at_5
value: 84.89999999999999
verified: no, type: ndcg_at_1
value: 68
verified: no, type: ndcg_at_10
value: 60.571
verified: no, type: ndcg_at_100
value: 46.016
verified: no, type: ndcg_at_1000
value: 41.277
verified: no, type: ndcg_at_3
value: 63.989
verified: no, type: ndcg_at_5
value: 61.41
verified: no, type: precision_at_1
value: 74
verified: no, type: precision_at_10
value: 65.2
verified: no, type: precision_at_100
value: 47.04
verified: no, type: precision_at_1000
value: 18.416
verified: no, type: precision_at_3
value: 68
verified: no, type: precision_at_5
value: 66.4
verified: no, type: recall_at_1
value: 0.201
verified: no, type: recall_at_10
value: 1.763
verified: no, type: recall_at_100
value: 11.008999999999999
verified: no, type: recall_at_1000
value: 38.509
verified: no, type: recall_at_3
value: 0.551
verified: no, type: recall_at_5
value: 0.881
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.4040000000000001
verified: no, type: map_at_10
value: 7.847999999999999
verified: no, type: map_at_100
value: 12.908
verified: no, type: map_at_1000
value: 14.37
verified: no, type: map_at_3
value: 3.6450000000000005
verified: no, type: map_at_5
value: 4.93
verified: no, type: mrr_at_1
value: 18.367
verified: no, type: mrr_at_10
value: 32.576
verified: no, type: mrr_at_100
value: 34.163
verified: no, type: mrr_at_1000
value: 34.18
verified: no, type: mrr_at_3
value: 28.571
verified: no, type: mrr_at_5
value: 30.918
verified: no, type: ndcg_at_1
value: 15.306000000000001
verified: no, type: ndcg_at_10
value: 18.59
verified: no, type: ndcg_at_100
value: 30.394
verified: no, type: ndcg_at_1000
value: 42.198
verified: no, type: ndcg_at_3
value: 18.099
verified: no, type: ndcg_at_5
value: 16.955000000000002
verified: no, type: precision_at_1
value: 16.326999999999998
verified: no, type: precision_at_10
value: 17.959
verified: no, type: precision_at_100
value: 6.755
verified: no, type: precision_at_1000
value: 1.4529999999999998
verified: no, type: precision_at_3
value: 20.408
verified: no, type: precision_at_5
value: 18.367
verified: no, type: recall_at_1
value: 1.4040000000000001
verified: no, type: recall_at_10
value: 14.048
verified: no, type: recall_at_100
value: 42.150999999999996
verified: no, type: recall_at_1000
value: 77.85600000000001
verified: no, type: recall_at_3
value: 4.819
verified: no, type: recall_at_5
value: 7.13
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 66.1456
verified: no, type: ap
value: 11.631023858569064
verified: no, type: f1
value: 50.128196455722254
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 56.850594227504246
verified: no, type: f1
value: 56.82313689360827
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 38.060423744064764
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: 84.43702688204088
verified: no, type: cos_sim_ap
value: 68.30176948820142
verified: no, type: cos_sim_f1
value: 64.25430330443524
verified: no, type: cos_sim_precision
value: 61.33365315423362
verified: no, type: cos_sim_recall
value: 67.46701846965699
verified: no, type: dot_accuracy
value: 77.76718126005842
verified: no, type: dot_ap
value: 37.510516716176305
verified: no, type: dot_f1
value: 43.53859496964441
verified: no, type: dot_precision
value: 32.428940568475454
verified: no, type: dot_recall
value: 66.2269129287599
verified: no, type: euclidean_accuracy
value: 82.10049472492102
verified: no, type: euclidean_ap
value: 61.64354520687271
verified: no, type: euclidean_f1
value: 59.804144841721694
verified: no, type: euclidean_precision
value: 52.604166666666664
verified: no, type: euclidean_recall
value: 69.28759894459104
verified: no, type: manhattan_accuracy
value: 82.22566609048101
verified: no, type: manhattan_ap
value: 61.753431124879974
verified: no, type: manhattan_f1
value: 59.77735297424941
verified: no, type: manhattan_precision
value: 52.0870076425632
verified: no, type: manhattan_recall
value: 70.13192612137203
verified: no, type: max_accuracy
value: 84.43702688204088
verified: no, type: max_ap
value: 68.30176948820142
verified: no, type: max_f1
value: 64.25430330443524
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: 88.81515116233942
verified: no, type: cos_sim_ap
value: 85.33305785100573
verified: no, type: cos_sim_f1
value: 78.11202938475667
verified: no, type: cos_sim_precision
value: 74.68567816253424
verified: no, type: cos_sim_recall
value: 81.86787804126887
verified: no, type: dot_accuracy
value: 82.50475414289595
verified: no, type: dot_ap
value: 69.87015340174045
verified: no, type: dot_f1
value: 65.94174480373633
verified: no, type: dot_precision
value: 61.40362525728703
verified: no, type: dot_recall
value: 71.20418848167539
verified: no, type: euclidean_accuracy
value: 83.05778709201692
verified: no, type: euclidean_ap
value: 70.54206653977498
verified: no, type: euclidean_f1
value: 62.98969847356943
verified: no, type: euclidean_precision
value: 61.55033063923585
verified: no, type: euclidean_recall
value: 64.49799815214044
verified: no, type: manhattan_accuracy
value: 83.0034540303489
verified: no, type: manhattan_ap
value: 70.53997987198404
verified: no, type: manhattan_f1
value: 62.95875898600075
verified: no, type: manhattan_precision
value: 61.89555125725339
verified: no, type: manhattan_recall
value: 64.05913150600554
verified: no, type: max_accuracy
value: 88.81515116233942
verified: no, type: max_ap
value: 85.33305785100573
verified: no, type: max_f1
value: 78.11202938475667
verified: no
Likes: 8 | All-time downloads: 130020
Created: 2023-07-07 07:51:59