Model: jamesdborin/jina-v2-base-en-embed
Author: jamesdborin
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, pytorch, safetensors, bert, feature-extraction, sentence-similarity, mteb, custom_code, en, dataset:allenai/c4, arxiv:2108.12409, arxiv:2310.19923, license:apache-2.0, model-index, text-embeddings-inference, region:us
Card metadata: tags: sentence-transformers, feature-extraction, sentence-similarity, mteb
datasets: allenai/c4
language: en
inference: no
license: apache-2.0
model-index: name: jina-embedding-b-en-v2
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 74.73134328358209
verified: no, type: ap
value: 37.765427081831035
verified: no, type: f1
value: 68.79367444339518
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 88.544275
verified: no, type: ap
value: 84.61328675662887
verified: no, type: f1
value: 88.51879035862375
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: 45.263999999999996
verified: no, type: f1
value: 43.778759656699435
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.693
verified: no, type: map_at_10
value: 35.487
verified: no, type: map_at_100
value: 36.862
verified: no, type: map_at_1000
value: 36.872
verified: no, type: map_at_3
value: 30.049999999999997
verified: no, type: map_at_5
value: 32.966
verified: no, type: mrr_at_1
value: 21.977
verified: no, type: mrr_at_10
value: 35.565999999999995
verified: no, type: mrr_at_100
value: 36.948
verified: no, type: mrr_at_1000
value: 36.958
verified: no, type: mrr_at_3
value: 30.121
verified: no, type: mrr_at_5
value: 33.051
verified: no, type: ndcg_at_1
value: 21.693
verified: no, type: ndcg_at_10
value: 44.181
verified: no, type: ndcg_at_100
value: 49.982
verified: no, type: ndcg_at_1000
value: 50.233000000000004
verified: no, type: ndcg_at_3
value: 32.830999999999996
verified: no, type: ndcg_at_5
value: 38.080000000000005
verified: no, type: precision_at_1
value: 21.693
verified: no, type: precision_at_10
value: 7.248
verified: no, type: precision_at_100
value: 0.9769999999999999
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 13.632
verified: no, type: precision_at_5
value: 10.725
verified: no, type: recall_at_1
value: 21.693
verified: no, type: recall_at_10
value: 72.475
verified: no, type: recall_at_100
value: 97.653
verified: no, type: recall_at_1000
value: 99.57300000000001
verified: no, type: recall_at_3
value: 40.896
verified: no, type: recall_at_5
value: 53.627
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: 45.39242428696777
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-s2s
name: MTEB ArxivClusteringS2S
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 36.675626784714
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.247725694904034
verified: no, type: mrr
value: 74.91359978894604
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: 82.68003802970496
verified: no, type: cos_sim_spearman
value: 81.23438110096286
verified: no, type: euclidean_pearson
value: 81.87462986142582
verified: no, type: euclidean_spearman
value: 81.23438110096286
verified: no, type: manhattan_pearson
value: 81.61162566600755
verified: no, type: manhattan_spearman
value: 81.11329400456184
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 84.01298701298701
verified: no, type: f1
value: 83.31690714969382
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: 37.050108150972086
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: 30.15731442819715
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.391999999999996
verified: no, type: map_at_10
value: 42.597
verified: no, type: map_at_100
value: 44.07
verified: no, type: map_at_1000
value: 44.198
verified: no, type: map_at_3
value: 38.957
verified: no, type: map_at_5
value: 40.961
verified: no, type: mrr_at_1
value: 37.196
verified: no, type: mrr_at_10
value: 48.152
verified: no, type: mrr_at_100
value: 48.928
verified: no, type: mrr_at_1000
value: 48.964999999999996
verified: no, type: mrr_at_3
value: 45.446
verified: no, type: mrr_at_5
value: 47.205999999999996
verified: no, type: ndcg_at_1
value: 37.196
verified: no, type: ndcg_at_10
value: 49.089
verified: no, type: ndcg_at_100
value: 54.471000000000004
verified: no, type: ndcg_at_1000
value: 56.385
verified: no, type: ndcg_at_3
value: 43.699
verified: no, type: ndcg_at_5
value: 46.22
verified: no, type: precision_at_1
value: 37.196
verified: no, type: precision_at_10
value: 9.313
verified: no, type: precision_at_100
value: 1.478
verified: no, type: precision_at_1000
value: 0.198
verified: no, type: precision_at_3
value: 20.839
verified: no, type: precision_at_5
value: 14.936
verified: no, type: recall_at_1
value: 31.391999999999996
verified: no, type: recall_at_10
value: 61.876
verified: no, type: recall_at_100
value: 84.214
verified: no, type: recall_at_1000
value: 95.985
verified: no, type: recall_at_3
value: 46.6
verified: no, type: recall_at_5
value: 53.588
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.083
verified: no, type: map_at_10
value: 38.812999999999995
verified: no, type: map_at_100
value: 40.053
verified: no, type: map_at_1000
value: 40.188
verified: no, type: map_at_3
value: 36.111
verified: no, type: map_at_5
value: 37.519000000000005
verified: no, type: mrr_at_1
value: 36.497
verified: no, type: mrr_at_10
value: 44.85
verified: no, type: mrr_at_100
value: 45.546
verified: no, type: mrr_at_1000
value: 45.593
verified: no, type: mrr_at_3
value: 42.686
verified: no, type: mrr_at_5
value: 43.909
verified: no, type: ndcg_at_1
value: 36.497
verified: no, type: ndcg_at_10
value: 44.443
verified: no, type: ndcg_at_100
value: 48.979
verified: no, type: ndcg_at_1000
value: 51.154999999999994
verified: no, type: ndcg_at_3
value: 40.660000000000004
verified: no, type: ndcg_at_5
value: 42.193000000000005
verified: no, type: precision_at_1
value: 36.497
verified: no, type: precision_at_10
value: 8.433
verified: no, type: precision_at_100
value: 1.369
verified: no, type: precision_at_1000
value: 0.185
verified: no, type: precision_at_3
value: 19.894000000000002
verified: no, type: precision_at_5
value: 13.873
verified: no, type: recall_at_1
value: 29.083
verified: no, type: recall_at_10
value: 54.313
verified: no, type: recall_at_100
value: 73.792
verified: no, type: recall_at_1000
value: 87.629
verified: no, type: recall_at_3
value: 42.257
verified: no, type: recall_at_5
value: 47.066
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.556000000000004
verified: no, type: map_at_10
value: 50.698
verified: no, type: map_at_100
value: 51.705
verified: no, type: map_at_1000
value: 51.768
verified: no, type: map_at_3
value: 47.848
verified: no, type: map_at_5
value: 49.358000000000004
verified: no, type: mrr_at_1
value: 43.95
verified: no, type: mrr_at_10
value: 54.191
verified: no, type: mrr_at_100
value: 54.852999999999994
verified: no, type: mrr_at_1000
value: 54.885
verified: no, type: mrr_at_3
value: 51.954
verified: no, type: mrr_at_5
value: 53.13
verified: no, type: ndcg_at_1
value: 43.95
verified: no, type: ndcg_at_10
value: 56.516
verified: no, type: ndcg_at_100
value: 60.477000000000004
verified: no, type: ndcg_at_1000
value: 61.746
verified: no, type: ndcg_at_3
value: 51.601
verified: no, type: ndcg_at_5
value: 53.795
verified: no, type: precision_at_1
value: 43.95
verified: no, type: precision_at_10
value: 9.009
verified: no, type: precision_at_100
value: 1.189
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 22.989
verified: no, type: precision_at_5
value: 15.473
verified: no, type: recall_at_1
value: 38.556000000000004
verified: no, type: recall_at_10
value: 70.159
verified: no, type: recall_at_100
value: 87.132
verified: no, type: recall_at_1000
value: 96.16
verified: no, type: recall_at_3
value: 56.906
verified: no, type: recall_at_5
value: 62.332
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.238
verified: no, type: map_at_10
value: 32.5
verified: no, type: map_at_100
value: 33.637
verified: no, type: map_at_1000
value: 33.719
verified: no, type: map_at_3
value: 30.026999999999997
verified: no, type: map_at_5
value: 31.555
verified: no, type: mrr_at_1
value: 26.328000000000003
verified: no, type: mrr_at_10
value: 34.44
verified: no, type: mrr_at_100
value: 35.455999999999996
verified: no, type: mrr_at_1000
value: 35.521
verified: no, type: mrr_at_3
value: 32.034
verified: no, type: mrr_at_5
value: 33.565
verified: no, type: ndcg_at_1
value: 26.328000000000003
verified: no, type: ndcg_at_10
value: 37.202
verified: no, type: ndcg_at_100
value: 42.728
verified: no, type: ndcg_at_1000
value: 44.792
verified: no, type: ndcg_at_3
value: 32.368
verified: no, type: ndcg_at_5
value: 35.008
verified: no, type: precision_at_1
value: 26.328000000000003
verified: no, type: precision_at_10
value: 5.7059999999999995
verified: no, type: precision_at_100
value: 0.8880000000000001
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 13.672
verified: no, type: precision_at_5
value: 9.74
verified: no, type: recall_at_1
value: 24.238
verified: no, type: recall_at_10
value: 49.829
verified: no, type: recall_at_100
value: 75.21
verified: no, type: recall_at_1000
value: 90.521
verified: no, type: recall_at_3
value: 36.867
verified: no, type: recall_at_5
value: 43.241
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.378
verified: no, type: map_at_10
value: 22.817999999999998
verified: no, type: map_at_100
value: 23.977999999999998
verified: no, type: map_at_1000
value: 24.108
verified: no, type: map_at_3
value: 20.719
verified: no, type: map_at_5
value: 21.889
verified: no, type: mrr_at_1
value: 19.03
verified: no, type: mrr_at_10
value: 27.022000000000002
verified: no, type: mrr_at_100
value: 28.011999999999997
verified: no, type: mrr_at_1000
value: 28.096
verified: no, type: mrr_at_3
value: 24.855
verified: no, type: mrr_at_5
value: 26.029999999999998
verified: no, type: ndcg_at_1
value: 19.03
verified: no, type: ndcg_at_10
value: 27.526
verified: no, type: ndcg_at_100
value: 33.040000000000006
verified: no, type: ndcg_at_1000
value: 36.187000000000005
verified: no, type: ndcg_at_3
value: 23.497
verified: no, type: ndcg_at_5
value: 25.334
verified: no, type: precision_at_1
value: 19.03
verified: no, type: precision_at_10
value: 4.963
verified: no, type: precision_at_100
value: 0.893
verified: no, type: precision_at_1000
value: 0.13
verified: no, type: precision_at_3
value: 11.360000000000001
verified: no, type: precision_at_5
value: 8.134
verified: no, type: recall_at_1
value: 15.378
verified: no, type: recall_at_10
value: 38.061
verified: no, type: recall_at_100
value: 61.754
verified: no, type: recall_at_1000
value: 84.259
verified: no, type: recall_at_3
value: 26.788
verified: no, type: recall_at_5
value: 31.326999999999998
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.511999999999997
verified: no, type: map_at_10
value: 37.429
verified: no, type: map_at_100
value: 38.818000000000005
verified: no, type: map_at_1000
value: 38.924
verified: no, type: map_at_3
value: 34.625
verified: no, type: map_at_5
value: 36.064
verified: no, type: mrr_at_1
value: 33.300999999999995
verified: no, type: mrr_at_10
value: 43.036
verified: no, type: mrr_at_100
value: 43.894
verified: no, type: mrr_at_1000
value: 43.936
verified: no, type: mrr_at_3
value: 40.825
verified: no, type: mrr_at_5
value: 42.028
verified: no, type: ndcg_at_1
value: 33.300999999999995
verified: no, type: ndcg_at_10
value: 43.229
verified: no, type: ndcg_at_100
value: 48.992000000000004
verified: no, type: ndcg_at_1000
value: 51.02100000000001
verified: no, type: ndcg_at_3
value: 38.794000000000004
verified: no, type: ndcg_at_5
value: 40.65
verified: no, type: precision_at_1
value: 33.300999999999995
verified: no, type: precision_at_10
value: 7.777000000000001
verified: no, type: precision_at_100
value: 1.269
verified: no, type: precision_at_1000
value: 0.163
verified: no, type: precision_at_3
value: 18.351
verified: no, type: precision_at_5
value: 12.762
verified: no, type: recall_at_1
value: 27.511999999999997
verified: no, type: recall_at_10
value: 54.788000000000004
verified: no, type: recall_at_100
value: 79.105
verified: no, type: recall_at_1000
value: 92.49199999999999
verified: no, type: recall_at_3
value: 41.924
verified: no, type: recall_at_5
value: 47.026
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.117
verified: no, type: map_at_10
value: 33.32
verified: no, type: map_at_100
value: 34.677
verified: no, type: map_at_1000
value: 34.78
verified: no, type: map_at_3
value: 30.233999999999998
verified: no, type: map_at_5
value: 31.668000000000003
verified: no, type: mrr_at_1
value: 29.566
verified: no, type: mrr_at_10
value: 38.244
verified: no, type: mrr_at_100
value: 39.245000000000005
verified: no, type: mrr_at_1000
value: 39.296
verified: no, type: mrr_at_3
value: 35.864000000000004
verified: no, type: mrr_at_5
value: 36.919999999999995
verified: no, type: ndcg_at_1
value: 29.566
verified: no, type: ndcg_at_10
value: 39.127
verified: no, type: ndcg_at_100
value: 44.989000000000004
verified: no, type: ndcg_at_1000
value: 47.189
verified: no, type: ndcg_at_3
value: 34.039
verified: no, type: ndcg_at_5
value: 35.744
verified: no, type: precision_at_1
value: 29.566
verified: no, type: precision_at_10
value: 7.385999999999999
verified: no, type: precision_at_100
value: 1.204
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 16.286
verified: no, type: precision_at_5
value: 11.484
verified: no, type: recall_at_1
value: 24.117
verified: no, type: recall_at_10
value: 51.559999999999995
verified: no, type: recall_at_100
value: 77.104
verified: no, type: recall_at_1000
value: 91.79899999999999
verified: no, type: recall_at_3
value: 36.82
verified: no, type: recall_at_5
value: 41.453
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.17625
verified: no, type: map_at_10
value: 34.063916666666664
verified: no, type: map_at_100
value: 35.255500000000005
verified: no, type: map_at_1000
value: 35.37275
verified: no, type: map_at_3
value: 31.351666666666667
verified: no, type: map_at_5
value: 32.80608333333333
verified: no, type: mrr_at_1
value: 29.59783333333333
verified: no, type: mrr_at_10
value: 38.0925
verified: no, type: mrr_at_100
value: 38.957249999999995
verified: no, type: mrr_at_1000
value: 39.01608333333333
verified: no, type: mrr_at_3
value: 35.77625
verified: no, type: mrr_at_5
value: 37.04991666666667
verified: no, type: ndcg_at_1
value: 29.59783333333333
verified: no, type: ndcg_at_10
value: 39.343666666666664
verified: no, type: ndcg_at_100
value: 44.488249999999994
verified: no, type: ndcg_at_1000
value: 46.83358333333334
verified: no, type: ndcg_at_3
value: 34.69708333333333
verified: no, type: ndcg_at_5
value: 36.75075
verified: no, type: precision_at_1
value: 29.59783333333333
verified: no, type: precision_at_10
value: 6.884083333333332
verified: no, type: precision_at_100
value: 1.114
verified: no, type: precision_at_1000
value: 0.15108333333333332
verified: no, type: precision_at_3
value: 15.965250000000003
verified: no, type: precision_at_5
value: 11.246500000000001
verified: no, type: recall_at_1
value: 25.17625
verified: no, type: recall_at_10
value: 51.015999999999984
verified: no, type: recall_at_100
value: 73.60174999999998
verified: no, type: recall_at_1000
value: 89.849
verified: no, type: recall_at_3
value: 37.88399999999999
verified: no, type: recall_at_5
value: 43.24541666666666
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.537
verified: no, type: map_at_10
value: 31.081999999999997
verified: no, type: map_at_100
value: 32.042
verified: no, type: map_at_1000
value: 32.141
verified: no, type: map_at_3
value: 29.137
verified: no, type: map_at_5
value: 30.079
verified: no, type: mrr_at_1
value: 27.454
verified: no, type: mrr_at_10
value: 33.694
verified: no, type: mrr_at_100
value: 34.579
verified: no, type: mrr_at_1000
value: 34.649
verified: no, type: mrr_at_3
value: 32.004
verified: no, type: mrr_at_5
value: 32.794000000000004
verified: no, type: ndcg_at_1
value: 27.454
verified: no, type: ndcg_at_10
value: 34.915
verified: no, type: ndcg_at_100
value: 39.641
verified: no, type: ndcg_at_1000
value: 42.105
verified: no, type: ndcg_at_3
value: 31.276
verified: no, type: ndcg_at_5
value: 32.65
verified: no, type: precision_at_1
value: 27.454
verified: no, type: precision_at_10
value: 5.337
verified: no, type: precision_at_100
value: 0.8250000000000001
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 13.241
verified: no, type: precision_at_5
value: 8.895999999999999
verified: no, type: recall_at_1
value: 24.537
verified: no, type: recall_at_10
value: 44.324999999999996
verified: no, type: recall_at_100
value: 65.949
verified: no, type: recall_at_1000
value: 84.017
verified: no, type: recall_at_3
value: 33.857
verified: no, type: recall_at_5
value: 37.316
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.122
verified: no, type: map_at_10
value: 24.32
verified: no, type: map_at_100
value: 25.338
verified: no, type: map_at_1000
value: 25.462
verified: no, type: map_at_3
value: 22.064
verified: no, type: map_at_5
value: 23.322000000000003
verified: no, type: mrr_at_1
value: 20.647
verified: no, type: mrr_at_10
value: 27.858
verified: no, type: mrr_at_100
value: 28.743999999999996
verified: no, type: mrr_at_1000
value: 28.819
verified: no, type: mrr_at_3
value: 25.769
verified: no, type: mrr_at_5
value: 26.964
verified: no, type: ndcg_at_1
value: 20.647
verified: no, type: ndcg_at_10
value: 28.849999999999998
verified: no, type: ndcg_at_100
value: 33.849000000000004
verified: no, type: ndcg_at_1000
value: 36.802
verified: no, type: ndcg_at_3
value: 24.799
verified: no, type: ndcg_at_5
value: 26.682
verified: no, type: precision_at_1
value: 20.647
verified: no, type: precision_at_10
value: 5.2170000000000005
verified: no, type: precision_at_100
value: 0.906
verified: no, type: precision_at_1000
value: 0.134
verified: no, type: precision_at_3
value: 11.769
verified: no, type: precision_at_5
value: 8.486
verified: no, type: recall_at_1
value: 17.122
verified: no, type: recall_at_10
value: 38.999
verified: no, type: recall_at_100
value: 61.467000000000006
verified: no, type: recall_at_1000
value: 82.716
verified: no, type: recall_at_3
value: 27.601
verified: no, type: recall_at_5
value: 32.471
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.396
verified: no, type: map_at_10
value: 33.415
verified: no, type: map_at_100
value: 34.521
verified: no, type: map_at_1000
value: 34.631
verified: no, type: map_at_3
value: 30.703999999999997
verified: no, type: map_at_5
value: 32.166
verified: no, type: mrr_at_1
value: 28.825
verified: no, type: mrr_at_10
value: 37.397000000000006
verified: no, type: mrr_at_100
value: 38.286
verified: no, type: mrr_at_1000
value: 38.346000000000004
verified: no, type: mrr_at_3
value: 35.028
verified: no, type: mrr_at_5
value: 36.32
verified: no, type: ndcg_at_1
value: 28.825
verified: no, type: ndcg_at_10
value: 38.656
verified: no, type: ndcg_at_100
value: 43.856
verified: no, type: ndcg_at_1000
value: 46.31
verified: no, type: ndcg_at_3
value: 33.793
verified: no, type: ndcg_at_5
value: 35.909
verified: no, type: precision_at_1
value: 28.825
verified: no, type: precision_at_10
value: 6.567
verified: no, type: precision_at_100
value: 1.0330000000000001
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 15.516
verified: no, type: precision_at_5
value: 10.914
verified: no, type: recall_at_1
value: 24.396
verified: no, type: recall_at_10
value: 50.747
verified: no, type: recall_at_100
value: 73.477
verified: no, type: recall_at_1000
value: 90.801
verified: no, type: recall_at_3
value: 37.1
verified: no, type: recall_at_5
value: 42.589
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.072
verified: no, type: map_at_10
value: 34.307
verified: no, type: map_at_100
value: 35.725
verified: no, type: map_at_1000
value: 35.943999999999996
verified: no, type: map_at_3
value: 30.906
verified: no, type: map_at_5
value: 32.818000000000005
verified: no, type: mrr_at_1
value: 29.644
verified: no, type: mrr_at_10
value: 38.673
verified: no, type: mrr_at_100
value: 39.459
verified: no, type: mrr_at_1000
value: 39.527
verified: no, type: mrr_at_3
value: 35.771
verified: no, type: mrr_at_5
value: 37.332
verified: no, type: ndcg_at_1
value: 29.644
verified: no, type: ndcg_at_10
value: 40.548
verified: no, type: ndcg_at_100
value: 45.678999999999995
verified: no, type: ndcg_at_1000
value: 48.488
verified: no, type: ndcg_at_3
value: 34.887
verified: no, type: ndcg_at_5
value: 37.543
verified: no, type: precision_at_1
value: 29.644
verified: no, type: precision_at_10
value: 7.688000000000001
verified: no, type: precision_at_100
value: 1.482
verified: no, type: precision_at_1000
value: 0.23600000000000002
verified: no, type: precision_at_3
value: 16.206
verified: no, type: precision_at_5
value: 12.016
verified: no, type: recall_at_1
value: 25.072
verified: no, type: recall_at_10
value: 53.478
verified: no, type: recall_at_100
value: 76.07300000000001
verified: no, type: recall_at_1000
value: 93.884
verified: no, type: recall_at_3
value: 37.583
verified: no, type: recall_at_5
value: 44.464
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.712
verified: no, type: map_at_10
value: 27.467999999999996
verified: no, type: map_at_100
value: 28.502
verified: no, type: map_at_1000
value: 28.610000000000003
verified: no, type: map_at_3
value: 24.887999999999998
verified: no, type: map_at_5
value: 26.273999999999997
verified: no, type: mrr_at_1
value: 22.736
verified: no, type: mrr_at_10
value: 29.553
verified: no, type: mrr_at_100
value: 30.485
verified: no, type: mrr_at_1000
value: 30.56
verified: no, type: mrr_at_3
value: 27.078999999999997
verified: no, type: mrr_at_5
value: 28.401
verified: no, type: ndcg_at_1
value: 22.736
verified: no, type: ndcg_at_10
value: 32.023
verified: no, type: ndcg_at_100
value: 37.158
verified: no, type: ndcg_at_1000
value: 39.823
verified: no, type: ndcg_at_3
value: 26.951999999999998
verified: no, type: ndcg_at_5
value: 29.281000000000002
verified: no, type: precision_at_1
value: 22.736
verified: no, type: precision_at_10
value: 5.213
verified: no, type: precision_at_100
value: 0.832
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 11.459999999999999
verified: no, type: precision_at_5
value: 8.244
verified: no, type: recall_at_1
value: 20.712
verified: no, type: recall_at_10
value: 44.057
verified: no, type: recall_at_100
value: 67.944
verified: no, type: recall_at_1000
value: 87.925
verified: no, type: recall_at_3
value: 30.305
verified: no, type: recall_at_5
value: 36.071999999999996
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 10.181999999999999
verified: no, type: map_at_10
value: 16.66
verified: no, type: map_at_100
value: 18.273
verified: no, type: map_at_1000
value: 18.45
verified: no, type: map_at_3
value: 14.141
verified: no, type: map_at_5
value: 15.455
verified: no, type: mrr_at_1
value: 22.15
verified: no, type: mrr_at_10
value: 32.062000000000005
verified: no, type: mrr_at_100
value: 33.116
verified: no, type: mrr_at_1000
value: 33.168
verified: no, type: mrr_at_3
value: 28.827
verified: no, type: mrr_at_5
value: 30.892999999999997
verified: no, type: ndcg_at_1
value: 22.15
verified: no, type: ndcg_at_10
value: 23.532
verified: no, type: ndcg_at_100
value: 30.358
verified: no, type: ndcg_at_1000
value: 33.783
verified: no, type: ndcg_at_3
value: 19.222
verified: no, type: ndcg_at_5
value: 20.919999999999998
verified: no, type: precision_at_1
value: 22.15
verified: no, type: precision_at_10
value: 7.185999999999999
verified: no, type: precision_at_100
value: 1.433
verified: no, type: precision_at_1000
value: 0.207
verified: no, type: precision_at_3
value: 13.941
verified: no, type: precision_at_5
value: 10.906
verified: no, type: recall_at_1
value: 10.181999999999999
verified: no, type: recall_at_10
value: 28.104000000000003
verified: no, type: recall_at_100
value: 51.998999999999995
verified: no, type: recall_at_1000
value: 71.311
verified: no, type: recall_at_3
value: 17.698
verified: no, type: recall_at_5
value: 22.262999999999998
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.669
verified: no, type: map_at_10
value: 15.552
verified: no, type: map_at_100
value: 21.865000000000002
verified: no, type: map_at_1000
value: 23.268
verified: no, type: map_at_3
value: 11.309
verified: no, type: map_at_5
value: 13.084000000000001
verified: no, type: mrr_at_1
value: 55.50000000000001
verified: no, type: mrr_at_10
value: 66.46600000000001
verified: no, type: mrr_at_100
value: 66.944
verified: no, type: mrr_at_1000
value: 66.956
verified: no, type: mrr_at_3
value: 64.542
verified: no, type: mrr_at_5
value: 65.717
verified: no, type: ndcg_at_1
value: 44.75
verified: no, type: ndcg_at_10
value: 35.049
verified: no, type: ndcg_at_100
value: 39.073
verified: no, type: ndcg_at_1000
value: 46.208
verified: no, type: ndcg_at_3
value: 39.525
verified: no, type: ndcg_at_5
value: 37.156
verified: no, type: precision_at_1
value: 55.50000000000001
verified: no, type: precision_at_10
value: 27.800000000000004
verified: no, type: precision_at_100
value: 9.013
verified: no, type: precision_at_1000
value: 1.8800000000000001
verified: no, type: precision_at_3
value: 42.667
verified: no, type: precision_at_5
value: 36
verified: no, type: recall_at_1
value: 6.669
verified: no, type: recall_at_10
value: 21.811
verified: no, type: recall_at_100
value: 45.112
verified: no, type: recall_at_1000
value: 67.806
verified: no, type: recall_at_3
value: 13.373
verified: no, type: recall_at_5
value: 16.615
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 48.769999999999996
verified: no, type: f1
value: 42.91448356376592
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 54.013
verified: no, type: map_at_10
value: 66.239
verified: no, type: map_at_100
value: 66.62599999999999
verified: no, type: map_at_1000
value: 66.644
verified: no, type: map_at_3
value: 63.965
verified: no, type: map_at_5
value: 65.45400000000001
verified: no, type: mrr_at_1
value: 58.221000000000004
verified: no, type: mrr_at_10
value: 70.43700000000001
verified: no, type: mrr_at_100
value: 70.744
verified: no, type: mrr_at_1000
value: 70.75099999999999
verified: no, type: mrr_at_3
value: 68.284
verified: no, type: mrr_at_5
value: 69.721
verified: no, type: ndcg_at_1
value: 58.221000000000004
verified: no, type: ndcg_at_10
value: 72.327
verified: no, type: ndcg_at_100
value: 73.953
verified: no, type: ndcg_at_1000
value: 74.312
verified: no, type: ndcg_at_3
value: 68.062
verified: no, type: ndcg_at_5
value: 70.56400000000001
verified: no, type: precision_at_1
value: 58.221000000000004
verified: no, type: precision_at_10
value: 9.521
verified: no, type: precision_at_100
value: 1.045
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 27.348
verified: no, type: precision_at_5
value: 17.794999999999998
verified: no, type: recall_at_1
value: 54.013
verified: no, type: recall_at_10
value: 86.957
verified: no, type: recall_at_100
value: 93.911
verified: no, type: recall_at_1000
value: 96.38
verified: no, type: recall_at_3
value: 75.555
verified: no, type: recall_at_5
value: 81.671
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.254
verified: no, type: map_at_10
value: 33.723
verified: no, type: map_at_100
value: 35.574
verified: no, type: map_at_1000
value: 35.730000000000004
verified: no, type: map_at_3
value: 29.473
verified: no, type: map_at_5
value: 31.543
verified: no, type: mrr_at_1
value: 41.358
verified: no, type: mrr_at_10
value: 49.498
verified: no, type: mrr_at_100
value: 50.275999999999996
verified: no, type: mrr_at_1000
value: 50.308
verified: no, type: mrr_at_3
value: 47.016000000000005
verified: no, type: mrr_at_5
value: 48.336
verified: no, type: ndcg_at_1
value: 41.358
verified: no, type: ndcg_at_10
value: 41.579
verified: no, type: ndcg_at_100
value: 48.455
verified: no, type: ndcg_at_1000
value: 51.165000000000006
verified: no, type: ndcg_at_3
value: 37.681
verified: no, type: ndcg_at_5
value: 38.49
verified: no, type: precision_at_1
value: 41.358
verified: no, type: precision_at_10
value: 11.543000000000001
verified: no, type: precision_at_100
value: 1.87
verified: no, type: precision_at_1000
value: 0.23600000000000002
verified: no, type: precision_at_3
value: 24.743000000000002
verified: no, type: precision_at_5
value: 17.994
verified: no, type: recall_at_1
value: 21.254
verified: no, type: recall_at_10
value: 48.698
verified: no, type: recall_at_100
value: 74.588
verified: no, type: recall_at_1000
value: 91.00200000000001
verified: no, type: recall_at_3
value: 33.939
verified: no, type: recall_at_5
value: 39.367000000000004
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 35.922
verified: no, type: map_at_10
value: 52.32599999999999
verified: no, type: map_at_100
value: 53.18000000000001
verified: no, type: map_at_1000
value: 53.245
verified: no, type: map_at_3
value: 49.294
verified: no, type: map_at_5
value: 51.202999999999996
verified: no, type: mrr_at_1
value: 71.843
verified: no, type: mrr_at_10
value: 78.24600000000001
verified: no, type: mrr_at_100
value: 78.515
verified: no, type: mrr_at_1000
value: 78.527
verified: no, type: mrr_at_3
value: 77.17500000000001
verified: no, type: mrr_at_5
value: 77.852
verified: no, type: ndcg_at_1
value: 71.843
verified: no, type: ndcg_at_10
value: 61.379
verified: no, type: ndcg_at_100
value: 64.535
verified: no, type: ndcg_at_1000
value: 65.888
verified: no, type: ndcg_at_3
value: 56.958
verified: no, type: ndcg_at_5
value: 59.434
verified: no, type: precision_at_1
value: 71.843
verified: no, type: precision_at_10
value: 12.686
verified: no, type: precision_at_100
value: 1.517
verified: no, type: precision_at_1000
value: 0.16999999999999998
verified: no, type: precision_at_3
value: 35.778
verified: no, type: precision_at_5
value: 23.422
verified: no, type: recall_at_1
value: 35.922
verified: no, type: recall_at_10
value: 63.43
verified: no, type: recall_at_100
value: 75.868
verified: no, type: recall_at_1000
value: 84.88900000000001
verified: no, type: recall_at_3
value: 53.666000000000004
verified: no, type: recall_at_5
value: 58.555
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 79.4408
verified: no, type: ap
value: 73.52820871620366
verified: no, type: f1
value: 79.36240238685001
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.826999999999998
verified: no, type: map_at_10
value: 34.04
verified: no, type: map_at_100
value: 35.226
verified: no, type: map_at_1000
value: 35.275
verified: no, type: map_at_3
value: 30.165999999999997
verified: no, type: map_at_5
value: 32.318000000000005
verified: no, type: mrr_at_1
value: 22.464000000000002
verified: no, type: mrr_at_10
value: 34.631
verified: no, type: mrr_at_100
value: 35.752
verified: no, type: mrr_at_1000
value: 35.795
verified: no, type: mrr_at_3
value: 30.798
verified: no, type: mrr_at_5
value: 32.946999999999996
verified: no, type: ndcg_at_1
value: 22.464000000000002
verified: no, type: ndcg_at_10
value: 40.919
verified: no, type: ndcg_at_100
value: 46.632
verified: no, type: ndcg_at_1000
value: 47.833
verified: no, type: ndcg_at_3
value: 32.992
verified: no, type: ndcg_at_5
value: 36.834
verified: no, type: precision_at_1
value: 22.464000000000002
verified: no, type: precision_at_10
value: 6.494
verified: no, type: precision_at_100
value: 0.9369999999999999
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.021
verified: no, type: precision_at_5
value: 10.347000000000001
verified: no, type: recall_at_1
value: 21.826999999999998
verified: no, type: recall_at_10
value: 62.132
verified: no, type: recall_at_100
value: 88.55199999999999
verified: no, type: recall_at_1000
value: 97.707
verified: no, type: recall_at_3
value: 40.541
verified: no, type: recall_at_5
value: 49.739
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 95.68399452804377
verified: no, type: f1
value: 95.25490609832268
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 83.15321477428182
verified: no, type: f1
value: 60.35476439087966
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: 71.92669804976462
verified: no, type: f1
value: 69.22815107207565
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 74.4855413584398
verified: no, type: f1
value: 72.92107516103387
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: 32.412679360205544
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: 28.09211869875204
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.540919056982545
verified: no, type: mrr
value: 31.529904607063536
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.745
verified: no, type: map_at_10
value: 12.013
verified: no, type: map_at_100
value: 15.040000000000001
verified: no, type: map_at_1000
value: 16.427
verified: no, type: map_at_3
value: 8.841000000000001
verified: no, type: map_at_5
value: 10.289
verified: no, type: mrr_at_1
value: 45.201
verified: no, type: mrr_at_10
value: 53.483999999999995
verified: no, type: mrr_at_100
value: 54.20700000000001
verified: no, type: mrr_at_1000
value: 54.252
verified: no, type: mrr_at_3
value: 51.29
verified: no, type: mrr_at_5
value: 52.73
verified: no, type: ndcg_at_1
value: 43.808
verified: no, type: ndcg_at_10
value: 32.445
verified: no, type: ndcg_at_100
value: 30.031000000000002
verified: no, type: ndcg_at_1000
value: 39.007
verified: no, type: ndcg_at_3
value: 37.204
verified: no, type: ndcg_at_5
value: 35.07
verified: no, type: precision_at_1
value: 45.201
verified: no, type: precision_at_10
value: 23.684
verified: no, type: precision_at_100
value: 7.600999999999999
verified: no, type: precision_at_1000
value: 2.043
verified: no, type: precision_at_3
value: 33.953
verified: no, type: precision_at_5
value: 29.412
verified: no, type: recall_at_1
value: 5.745
verified: no, type: recall_at_10
value: 16.168
verified: no, type: recall_at_100
value: 30.875999999999998
verified: no, type: recall_at_1000
value: 62.686
verified: no, type: recall_at_3
value: 9.75
verified: no, type: recall_at_5
value: 12.413
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 37.828
verified: no, type: map_at_10
value: 53.239000000000004
verified: no, type: map_at_100
value: 54.035999999999994
verified: no, type: map_at_1000
value: 54.067
verified: no, type: map_at_3
value: 49.289
verified: no, type: map_at_5
value: 51.784
verified: no, type: mrr_at_1
value: 42.497
verified: no, type: mrr_at_10
value: 55.916999999999994
verified: no, type: mrr_at_100
value: 56.495
verified: no, type: mrr_at_1000
value: 56.516999999999996
verified: no, type: mrr_at_3
value: 52.800000000000004
verified: no, type: mrr_at_5
value: 54.722
verified: no, type: ndcg_at_1
value: 42.468
verified: no, type: ndcg_at_10
value: 60.437
verified: no, type: ndcg_at_100
value: 63.731
verified: no, type: ndcg_at_1000
value: 64.41799999999999
verified: no, type: ndcg_at_3
value: 53.230999999999995
verified: no, type: ndcg_at_5
value: 57.26
verified: no, type: precision_at_1
value: 42.468
verified: no, type: precision_at_10
value: 9.47
verified: no, type: precision_at_100
value: 1.1360000000000001
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 23.724999999999998
verified: no, type: precision_at_5
value: 16.593
verified: no, type: recall_at_1
value: 37.828
verified: no, type: recall_at_10
value: 79.538
verified: no, type: recall_at_100
value: 93.646
verified: no, type: recall_at_1000
value: 98.72999999999999
verified: no, type: recall_at_3
value: 61.134
verified: no, type: recall_at_5
value: 70.377
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.548
verified: no, type: map_at_10
value: 84.466
verified: no, type: map_at_100
value: 85.10600000000001
verified: no, type: map_at_1000
value: 85.123
verified: no, type: map_at_3
value: 81.57600000000001
verified: no, type: map_at_5
value: 83.399
verified: no, type: mrr_at_1
value: 81.24
verified: no, type: mrr_at_10
value: 87.457
verified: no, type: mrr_at_100
value: 87.574
verified: no, type: mrr_at_1000
value: 87.575
verified: no, type: mrr_at_3
value: 86.507
verified: no, type: mrr_at_5
value: 87.205
verified: no, type: ndcg_at_1
value: 81.25
verified: no, type: ndcg_at_10
value: 88.203
verified: no, type: ndcg_at_100
value: 89.457
verified: no, type: ndcg_at_1000
value: 89.563
verified: no, type: ndcg_at_3
value: 85.465
verified: no, type: ndcg_at_5
value: 87.007
verified: no, type: precision_at_1
value: 81.25
verified: no, type: precision_at_10
value: 13.373
verified: no, type: precision_at_100
value: 1.5270000000000001
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.417
verified: no, type: precision_at_5
value: 24.556
verified: no, type: recall_at_1
value: 70.548
verified: no, type: recall_at_10
value: 95.208
verified: no, type: recall_at_100
value: 99.514
verified: no, type: recall_at_1000
value: 99.988
verified: no, type: recall_at_3
value: 87.214
verified: no, type: recall_at_5
value: 91.696
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 53.04822095496839
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: 60.30778476474675
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.692
verified: no, type: map_at_10
value: 11.766
verified: no, type: map_at_100
value: 13.904
verified: no, type: map_at_1000
value: 14.216999999999999
verified: no, type: map_at_3
value: 8.245
verified: no, type: map_at_5
value: 9.92
verified: no, type: mrr_at_1
value: 23
verified: no, type: mrr_at_10
value: 33.78
verified: no, type: mrr_at_100
value: 34.922
verified: no, type: mrr_at_1000
value: 34.973
verified: no, type: mrr_at_3
value: 30.2
verified: no, type: mrr_at_5
value: 32.565
verified: no, type: ndcg_at_1
value: 23
verified: no, type: ndcg_at_10
value: 19.863
verified: no, type: ndcg_at_100
value: 28.141
verified: no, type: ndcg_at_1000
value: 33.549
verified: no, type: ndcg_at_3
value: 18.434
verified: no, type: ndcg_at_5
value: 16.384
verified: no, type: precision_at_1
value: 23
verified: no, type: precision_at_10
value: 10.39
verified: no, type: precision_at_100
value: 2.235
verified: no, type: precision_at_1000
value: 0.35300000000000004
verified: no, type: precision_at_3
value: 17.133000000000003
verified: no, type: precision_at_5
value: 14.44
verified: no, type: recall_at_1
value: 4.692
verified: no, type: recall_at_10
value: 21.025
verified: no, type: recall_at_100
value: 45.324999999999996
verified: no, type: recall_at_1000
value: 71.675
verified: no, type: recall_at_3
value: 10.440000000000001
verified: no, type: recall_at_5
value: 14.64
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: 84.96178184892842
verified: no, type: cos_sim_spearman
value: 79.6487740813199
verified: no, type: euclidean_pearson
value: 82.06661161625023
verified: no, type: euclidean_spearman
value: 79.64876769031183
verified: no, type: manhattan_pearson
value: 82.07061164575131
verified: no, type: manhattan_spearman
value: 79.65197039464537
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: 84.15305604100027
verified: no, type: cos_sim_spearman
value: 74.27447427941591
verified: no, type: euclidean_pearson
value: 80.52737337565307
verified: no, type: euclidean_spearman
value: 74.27416077132192
verified: no, type: manhattan_pearson
value: 80.53728571140387
verified: no, type: manhattan_spearman
value: 74.28853605753457
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 83.44386080639279
verified: no, type: cos_sim_spearman
value: 84.17947648159536
verified: no, type: euclidean_pearson
value: 83.34145388129387
verified: no, type: euclidean_spearman
value: 84.17947648159536
verified: no, type: manhattan_pearson
value: 83.30699061927966
verified: no, type: manhattan_spearman
value: 84.18125737380451
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: 81.57392220985612
verified: no, type: cos_sim_spearman
value: 78.80745014464101
verified: no, type: euclidean_pearson
value: 80.01660371487199
verified: no, type: euclidean_spearman
value: 78.80741240102256
verified: no, type: manhattan_pearson
value: 79.96810779507953
verified: no, type: manhattan_spearman
value: 78.75600400119448
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: 86.85421063026625
verified: no, type: cos_sim_spearman
value: 87.55320285299192
verified: no, type: euclidean_pearson
value: 86.69750143323517
verified: no, type: euclidean_spearman
value: 87.55320284326378
verified: no, type: manhattan_pearson
value: 86.63379169960379
verified: no, type: manhattan_spearman
value: 87.4815029877984
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: 84.31314130411842
verified: no, type: cos_sim_spearman
value: 85.3489588181433
verified: no, type: euclidean_pearson
value: 84.13240933463535
verified: no, type: euclidean_spearman
value: 85.34902871403281
verified: no, type: manhattan_pearson
value: 84.01183086503559
verified: no, type: manhattan_spearman
value: 85.19316703166102
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: 89.09979781689536
verified: no, type: cos_sim_spearman
value: 88.87813323759015
verified: no, type: euclidean_pearson
value: 88.65413031123792
verified: no, type: euclidean_spearman
value: 88.87813323759015
verified: no, type: manhattan_pearson
value: 88.61818758256024
verified: no, type: manhattan_spearman
value: 88.81044100494604
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: 62.30693258111531
verified: no, type: cos_sim_spearman
value: 62.195516523251946
verified: no, type: euclidean_pearson
value: 62.951283701049476
verified: no, type: euclidean_spearman
value: 62.195516523251946
verified: no, type: manhattan_pearson
value: 63.068322281439535
verified: no, type: manhattan_spearman
value: 62.10621171028406
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 84.27092833763909
verified: no, type: cos_sim_spearman
value: 84.84429717949759
verified: no, type: euclidean_pearson
value: 84.8516966060792
verified: no, type: euclidean_spearman
value: 84.84429717949759
verified: no, type: manhattan_pearson
value: 84.82203139242881
verified: no, type: manhattan_spearman
value: 84.8358503952945
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 83.10290863981409
verified: no, type: mrr
value: 95.31168450286097
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 52.161
verified: no, type: map_at_10
value: 62.138000000000005
verified: no, type: map_at_100
value: 62.769
verified: no, type: map_at_1000
value: 62.812
verified: no, type: map_at_3
value: 59.111000000000004
verified: no, type: map_at_5
value: 60.995999999999995
verified: no, type: mrr_at_1
value: 55.333
verified: no, type: mrr_at_10
value: 63.504000000000005
verified: no, type: mrr_at_100
value: 64.036
verified: no, type: mrr_at_1000
value: 64.08
verified: no, type: mrr_at_3
value: 61.278
verified: no, type: mrr_at_5
value: 62.778
verified: no, type: ndcg_at_1
value: 55.333
verified: no, type: ndcg_at_10
value: 66.678
verified: no, type: ndcg_at_100
value: 69.415
verified: no, type: ndcg_at_1000
value: 70.453
verified: no, type: ndcg_at_3
value: 61.755
verified: no, type: ndcg_at_5
value: 64.546
verified: no, type: precision_at_1
value: 55.333
verified: no, type: precision_at_10
value: 9.033
verified: no, type: precision_at_100
value: 1.043
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 24.221999999999998
verified: no, type: precision_at_5
value: 16.333000000000002
verified: no, type: recall_at_1
value: 52.161
verified: no, type: recall_at_10
value: 79.156
verified: no, type: recall_at_100
value: 91.333
verified: no, type: recall_at_1000
value: 99.333
verified: no, type: recall_at_3
value: 66.43299999999999
verified: no, type: recall_at_5
value: 73.272
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: 99.81287128712871
verified: no, type: cos_sim_ap
value: 95.30034785910676
verified: no, type: cos_sim_f1
value: 90.28629856850716
verified: no, type: cos_sim_precision
value: 92.36401673640168
verified: no, type: cos_sim_recall
value: 88.3
verified: no, type: dot_accuracy
value: 99.81287128712871
verified: no, type: dot_ap
value: 95.30034785910676
verified: no, type: dot_f1
value: 90.28629856850716
verified: no, type: dot_precision
value: 92.36401673640168
verified: no, type: dot_recall
value: 88.3
verified: no, type: euclidean_accuracy
value: 99.81287128712871
verified: no, type: euclidean_ap
value: 95.30034785910676
verified: no, type: euclidean_f1
value: 90.28629856850716
verified: no, type: euclidean_precision
value: 92.36401673640168
verified: no, type: euclidean_recall
value: 88.3
verified: no, type: manhattan_accuracy
value: 99.80990099009901
verified: no, type: manhattan_ap
value: 95.26880751950654
verified: no, type: manhattan_f1
value: 90.22177419354838
verified: no, type: manhattan_precision
value: 90.95528455284553
verified: no, type: manhattan_recall
value: 89.5
verified: no, type: max_accuracy
value: 99.81287128712871
verified: no, type: max_ap
value: 95.30034785910676
verified: no, type: max_f1
value: 90.28629856850716
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 58.518662504351184
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: 34.96168178378587
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 52.04862593471896
verified: no, type: mrr
value: 52.97238402936932
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.092545236479946
verified: no, type: cos_sim_spearman
value: 31.599851000175498
verified: no, type: dot_pearson
value: 30.092542723901676
verified: no, type: dot_spearman
value: 31.599851000175498
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.189
verified: no, type: map_at_10
value: 1.662
verified: no, type: map_at_100
value: 9.384
verified: no, type: map_at_1000
value: 22.669
verified: no, type: map_at_3
value: 0.5559999999999999
verified: no, type: map_at_5
value: 0.9039999999999999
verified: no, type: mrr_at_1
value: 68
verified: no, type: mrr_at_10
value: 81.01899999999999
verified: no, type: mrr_at_100
value: 81.01899999999999
verified: no, type: mrr_at_1000
value: 81.01899999999999
verified: no, type: mrr_at_3
value: 79.333
verified: no, type: mrr_at_5
value: 80.733
verified: no, type: ndcg_at_1
value: 63
verified: no, type: ndcg_at_10
value: 65.913
verified: no, type: ndcg_at_100
value: 51.895
verified: no, type: ndcg_at_1000
value: 46.967
verified: no, type: ndcg_at_3
value: 65.49199999999999
verified: no, type: ndcg_at_5
value: 66.69699999999999
verified: no, type: precision_at_1
value: 68
verified: no, type: precision_at_10
value: 71.6
verified: no, type: precision_at_100
value: 53.66
verified: no, type: precision_at_1000
value: 21.124000000000002
verified: no, type: precision_at_3
value: 72.667
verified: no, type: precision_at_5
value: 74
verified: no, type: recall_at_1
value: 0.189
verified: no, type: recall_at_10
value: 1.913
verified: no, type: recall_at_100
value: 12.601999999999999
verified: no, type: recall_at_1000
value: 44.296
verified: no, type: recall_at_3
value: 0.605
verified: no, type: recall_at_5
value: 1.018
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.701
verified: no, type: map_at_10
value: 10.445
verified: no, type: map_at_100
value: 17.324
verified: no, type: map_at_1000
value: 19.161
verified: no, type: map_at_3
value: 5.497
verified: no, type: map_at_5
value: 7.278
verified: no, type: mrr_at_1
value: 30.612000000000002
verified: no, type: mrr_at_10
value: 45.534
verified: no, type: mrr_at_100
value: 45.792
verified: no, type: mrr_at_1000
value: 45.806999999999995
verified: no, type: mrr_at_3
value: 37.755
verified: no, type: mrr_at_5
value: 43.469
verified: no, type: ndcg_at_1
value: 26.531
verified: no, type: ndcg_at_10
value: 26.235000000000003
verified: no, type: ndcg_at_100
value: 39.17
verified: no, type: ndcg_at_1000
value: 51.038
verified: no, type: ndcg_at_3
value: 23.625
verified: no, type: ndcg_at_5
value: 24.338
verified: no, type: precision_at_1
value: 30.612000000000002
verified: no, type: precision_at_10
value: 24.285999999999998
verified: no, type: precision_at_100
value: 8.224
verified: no, type: precision_at_1000
value: 1.6179999999999999
verified: no, type: precision_at_3
value: 24.490000000000002
verified: no, type: precision_at_5
value: 24.898
verified: no, type: recall_at_1
value: 2.701
verified: no, type: recall_at_10
value: 17.997
verified: no, type: recall_at_100
value: 51.766999999999996
verified: no, type: recall_at_1000
value: 87.863
verified: no, type: recall_at_3
value: 6.295000000000001
verified: no, type: recall_at_5
value: 9.993
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 73.3474
verified: no, type: ap
value: 15.393431414459924
verified: no, type: f1
value: 56.466681887882416
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 62.062818336163
verified: no, type: f1
value: 62.11230840463252
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 42.464892820845115
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: 86.15962329379508
verified: no, type: cos_sim_ap
value: 74.73674057919256
verified: no, type: cos_sim_f1
value: 68.81245642574947
verified: no, type: cos_sim_precision
value: 61.48255813953488
verified: no, type: cos_sim_recall
value: 78.12664907651715
verified: no, type: dot_accuracy
value: 86.15962329379508
verified: no, type: dot_ap
value: 74.7367634988281
verified: no, type: dot_f1
value: 68.81245642574947
verified: no, type: dot_precision
value: 61.48255813953488
verified: no, type: dot_recall
value: 78.12664907651715
verified: no, type: euclidean_accuracy
value: 86.15962329379508
verified: no, type: euclidean_ap
value: 74.7367761466634
verified: no, type: euclidean_f1
value: 68.81245642574947
verified: no, type: euclidean_precision
value: 61.48255813953488
verified: no, type: euclidean_recall
value: 78.12664907651715
verified: no, type: manhattan_accuracy
value: 86.21326816474935
verified: no, type: manhattan_ap
value: 74.64416473733951
verified: no, type: manhattan_f1
value: 68.80924855491331
verified: no, type: manhattan_precision
value: 61.23456790123457
verified: no, type: manhattan_recall
value: 78.52242744063325
verified: no, type: max_accuracy
value: 86.21326816474935
verified: no, type: max_ap
value: 74.7367761466634
verified: no, type: max_f1
value: 68.81245642574947
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: 88.97620988085536
verified: no, type: cos_sim_ap
value: 86.08680845745758
verified: no, type: cos_sim_f1
value: 78.02793637114438
verified: no, type: cos_sim_precision
value: 73.11082699683736
verified: no, type: cos_sim_recall
value: 83.65414228518632
verified: no, type: dot_accuracy
value: 88.97620988085536
verified: no, type: dot_ap
value: 86.08681149437946
verified: no, type: dot_f1
value: 78.02793637114438
verified: no, type: dot_precision
value: 73.11082699683736
verified: no, type: dot_recall
value: 83.65414228518632
verified: no, type: euclidean_accuracy
value: 88.97620988085536
verified: no, type: euclidean_ap
value: 86.08681215460771
verified: no, type: euclidean_f1
value: 78.02793637114438
verified: no, type: euclidean_precision
value: 73.11082699683736
verified: no, type: euclidean_recall
value: 83.65414228518632
verified: no, type: manhattan_accuracy
value: 88.88888888888889
verified: no, type: manhattan_ap
value: 86.02916327562438
verified: no, type: manhattan_f1
value: 78.02063045516843
verified: no, type: manhattan_precision
value: 73.38851947346994
verified: no, type: manhattan_recall
value: 83.2768709578072
verified: no, type: max_accuracy
value: 88.97620988085536
verified: no, type: max_ap
value: 86.08681215460771
verified: no, type: max_f1
value: 78.02793637114438
verified: no
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Created: 2024-02-23 12:12:27