Model: dansporici/NoInstruct-small-Embedding-v0-doc-cls
Author: dansporici
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, feature-extraction, mteb, sentence-similarity, transformers, en, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: language: en
library_name: sentence-transformers
license: mit
pipeline_tag: sentence-similarity
tags: feature-extraction, mteb, sentence-similarity, sentence-transformers, transformers
model-index: name: NoInstruct-small-Embedding-v0
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 75.76119402985074
verified: no, type: ap
value: 39.03628777559392
verified: no, type: f1
value: 69.85860402259618
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.29920000000001
verified: no, type: ap
value: 90.03479490717608
verified: no, type: f1
value: 93.28554395248467
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (en)
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 49.98799999999999
verified: no, type: f1
value: 49.46151232451642
verified: no, task: type: Retrieval
dataset: type: mteb/arguana
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 31.935000000000002
verified: no, type: map_at_10
value: 48.791000000000004
verified: no, type: map_at_100
value: 49.619
verified: no, type: map_at_1000
value: 49.623
verified: no, type: map_at_3
value: 44.334
verified: no, type: map_at_5
value: 46.908
verified: no, type: mrr_at_1
value: 32.93
verified: no, type: mrr_at_10
value: 49.158
verified: no, type: mrr_at_100
value: 50.00599999999999
verified: no, type: mrr_at_1000
value: 50.01
verified: no, type: mrr_at_3
value: 44.618
verified: no, type: mrr_at_5
value: 47.325
verified: no, type: ndcg_at_1
value: 31.935000000000002
verified: no, type: ndcg_at_10
value: 57.593
verified: no, type: ndcg_at_100
value: 60.841
verified: no, type: ndcg_at_1000
value: 60.924
verified: no, type: ndcg_at_3
value: 48.416
verified: no, type: ndcg_at_5
value: 53.05
verified: no, type: precision_at_1
value: 31.935000000000002
verified: no, type: precision_at_10
value: 8.549
verified: no, type: precision_at_100
value: 0.9900000000000001
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 20.081
verified: no, type: precision_at_5
value: 14.296000000000001
verified: no, type: recall_at_1
value: 31.935000000000002
verified: no, type: recall_at_10
value: 85.491
verified: no, type: recall_at_100
value: 99.004
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 60.242
verified: no, type: recall_at_5
value: 71.479
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 47.78438534940855
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: 40.12916178519471
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.125361608299855
verified: no, type: mrr
value: 74.92525172580574
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: 88.64322910336641
verified: no, type: cos_sim_spearman
value: 87.20138453306345
verified: no, type: euclidean_pearson
value: 87.08547818178234
verified: no, type: euclidean_spearman
value: 87.17066094143931
verified: no, type: manhattan_pearson
value: 87.30053110771618
verified: no, type: manhattan_spearman
value: 86.86824441211934
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.3961038961039
verified: no, type: f1
value: 86.3669961645295
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 39.40291404289857
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: 35.102356817746816
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-android
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 31.013
verified: no, type: map_at_10
value: 42.681999999999995
verified: no, type: map_at_100
value: 44.24
verified: no, type: map_at_1000
value: 44.372
verified: no, type: map_at_3
value: 39.181
verified: no, type: map_at_5
value: 41.071999999999996
verified: no, type: mrr_at_1
value: 38.196999999999996
verified: no, type: mrr_at_10
value: 48.604
verified: no, type: mrr_at_100
value: 49.315
verified: no, type: mrr_at_1000
value: 49.363
verified: no, type: mrr_at_3
value: 45.756
verified: no, type: mrr_at_5
value: 47.43
verified: no, type: ndcg_at_1
value: 38.196999999999996
verified: no, type: ndcg_at_10
value: 49.344
verified: no, type: ndcg_at_100
value: 54.662
verified: no, type: ndcg_at_1000
value: 56.665
verified: no, type: ndcg_at_3
value: 44.146
verified: no, type: ndcg_at_5
value: 46.514
verified: no, type: precision_at_1
value: 38.196999999999996
verified: no, type: precision_at_10
value: 9.571
verified: no, type: precision_at_100
value: 1.542
verified: no, type: precision_at_1000
value: 0.202
verified: no, type: precision_at_3
value: 21.364
verified: no, type: precision_at_5
value: 15.336
verified: no, type: recall_at_1
value: 31.013
verified: no, type: recall_at_10
value: 61.934999999999995
verified: no, type: recall_at_100
value: 83.923
verified: no, type: recall_at_1000
value: 96.601
verified: no, type: recall_at_3
value: 46.86
verified: no, type: recall_at_5
value: 53.620000000000005
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-english
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 29.84
verified: no, type: map_at_10
value: 39.335
verified: no, type: map_at_100
value: 40.647
verified: no, type: map_at_1000
value: 40.778
verified: no, type: map_at_3
value: 36.556
verified: no, type: map_at_5
value: 38.048
verified: no, type: mrr_at_1
value: 36.815
verified: no, type: mrr_at_10
value: 45.175
verified: no, type: mrr_at_100
value: 45.907
verified: no, type: mrr_at_1000
value: 45.946999999999996
verified: no, type: mrr_at_3
value: 42.909000000000006
verified: no, type: mrr_at_5
value: 44.227
verified: no, type: ndcg_at_1
value: 36.815
verified: no, type: ndcg_at_10
value: 44.783
verified: no, type: ndcg_at_100
value: 49.551
verified: no, type: ndcg_at_1000
value: 51.612
verified: no, type: ndcg_at_3
value: 40.697
verified: no, type: ndcg_at_5
value: 42.558
verified: no, type: precision_at_1
value: 36.815
verified: no, type: precision_at_10
value: 8.363
verified: no, type: precision_at_100
value: 1.385
verified: no, type: precision_at_1000
value: 0.186
verified: no, type: precision_at_3
value: 19.342000000000002
verified: no, type: precision_at_5
value: 13.706999999999999
verified: no, type: recall_at_1
value: 29.84
verified: no, type: recall_at_10
value: 54.164
verified: no, type: recall_at_100
value: 74.36
verified: no, type: recall_at_1000
value: 87.484
verified: no, type: recall_at_3
value: 42.306
verified: no, type: recall_at_5
value: 47.371
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-gaming
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 39.231
verified: no, type: map_at_10
value: 51.44800000000001
verified: no, type: map_at_100
value: 52.574
verified: no, type: map_at_1000
value: 52.629999999999995
verified: no, type: map_at_3
value: 48.077
verified: no, type: map_at_5
value: 50.019000000000005
verified: no, type: mrr_at_1
value: 44.89
verified: no, type: mrr_at_10
value: 54.803000000000004
verified: no, type: mrr_at_100
value: 55.556000000000004
verified: no, type: mrr_at_1000
value: 55.584
verified: no, type: mrr_at_3
value: 52.32
verified: no, type: mrr_at_5
value: 53.846000000000004
verified: no, type: ndcg_at_1
value: 44.89
verified: no, type: ndcg_at_10
value: 57.228
verified: no, type: ndcg_at_100
value: 61.57
verified: no, type: ndcg_at_1000
value: 62.613
verified: no, type: ndcg_at_3
value: 51.727000000000004
verified: no, type: ndcg_at_5
value: 54.496
verified: no, type: precision_at_1
value: 44.89
verified: no, type: precision_at_10
value: 9.266
verified: no, type: precision_at_100
value: 1.2309999999999999
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 23.051
verified: no, type: precision_at_5
value: 15.987000000000002
verified: no, type: recall_at_1
value: 39.231
verified: no, type: recall_at_10
value: 70.82000000000001
verified: no, type: recall_at_100
value: 89.446
verified: no, type: recall_at_1000
value: 96.665
verified: no, type: recall_at_3
value: 56.40500000000001
verified: no, type: recall_at_5
value: 62.993
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-gis
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 25.296000000000003
verified: no, type: map_at_10
value: 34.021
verified: no, type: map_at_100
value: 35.158
verified: no, type: map_at_1000
value: 35.233
verified: no, type: map_at_3
value: 31.424999999999997
verified: no, type: map_at_5
value: 33.046
verified: no, type: mrr_at_1
value: 27.232
verified: no, type: mrr_at_10
value: 36.103
verified: no, type: mrr_at_100
value: 37.076
verified: no, type: mrr_at_1000
value: 37.135
verified: no, type: mrr_at_3
value: 33.635
verified: no, type: mrr_at_5
value: 35.211
verified: no, type: ndcg_at_1
value: 27.232
verified: no, type: ndcg_at_10
value: 38.878
verified: no, type: ndcg_at_100
value: 44.284
verified: no, type: ndcg_at_1000
value: 46.268
verified: no, type: ndcg_at_3
value: 33.94
verified: no, type: ndcg_at_5
value: 36.687
verified: no, type: precision_at_1
value: 27.232
verified: no, type: precision_at_10
value: 5.921
verified: no, type: precision_at_100
value: 0.907
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 14.426
verified: no, type: precision_at_5
value: 10.215
verified: no, type: recall_at_1
value: 25.296000000000003
verified: no, type: recall_at_10
value: 51.708
verified: no, type: recall_at_100
value: 76.36699999999999
verified: no, type: recall_at_1000
value: 91.306
verified: no, type: recall_at_3
value: 38.651
verified: no, type: recall_at_5
value: 45.201
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-mathematica
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
value: 16.24
verified: no, type: map_at_10
value: 24.696
verified: no, type: map_at_100
value: 25.945
verified: no, type: map_at_1000
value: 26.069
verified: no, type: map_at_3
value: 22.542
verified: no, type: map_at_5
value: 23.526
verified: no, type: mrr_at_1
value: 20.149
verified: no, type: mrr_at_10
value: 29.584
verified: no, type: mrr_at_100
value: 30.548
verified: no, type: mrr_at_1000
value: 30.618000000000002
verified: no, type: mrr_at_3
value: 27.301
verified: no, type: mrr_at_5
value: 28.563
verified: no, type: ndcg_at_1
value: 20.149
verified: no, type: ndcg_at_10
value: 30.029
verified: no, type: ndcg_at_100
value: 35.812
verified: no, type: ndcg_at_1000
value: 38.755
verified: no, type: ndcg_at_3
value: 26.008
verified: no, type: ndcg_at_5
value: 27.517000000000003
verified: no, type: precision_at_1
value: 20.149
verified: no, type: precision_at_10
value: 5.647
verified: no, type: precision_at_100
value: 0.968
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 12.934999999999999
verified: no, type: precision_at_5
value: 8.955
verified: no, type: recall_at_1
value: 16.24
verified: no, type: recall_at_10
value: 41.464
verified: no, type: recall_at_100
value: 66.781
verified: no, type: recall_at_1000
value: 87.85300000000001
verified: no, type: recall_at_3
value: 29.822
verified: no, type: recall_at_5
value: 34.096
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-physics
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 29.044999999999998
verified: no, type: map_at_10
value: 39.568999999999996
verified: no, type: map_at_100
value: 40.831
verified: no, type: map_at_1000
value: 40.948
verified: no, type: map_at_3
value: 36.495
verified: no, type: map_at_5
value: 38.21
verified: no, type: mrr_at_1
value: 35.611
verified: no, type: mrr_at_10
value: 45.175
verified: no, type: mrr_at_100
value: 45.974
verified: no, type: mrr_at_1000
value: 46.025
verified: no, type: mrr_at_3
value: 42.765
verified: no, type: mrr_at_5
value: 44.151
verified: no, type: ndcg_at_1
value: 35.611
verified: no, type: ndcg_at_10
value: 45.556999999999995
verified: no, type: ndcg_at_100
value: 50.86000000000001
verified: no, type: ndcg_at_1000
value: 52.983000000000004
verified: no, type: ndcg_at_3
value: 40.881
verified: no, type: ndcg_at_5
value: 43.035000000000004
verified: no, type: precision_at_1
value: 35.611
verified: no, type: precision_at_10
value: 8.306
verified: no, type: precision_at_100
value: 1.276
verified: no, type: precision_at_1000
value: 0.165
verified: no, type: precision_at_3
value: 19.57
verified: no, type: precision_at_5
value: 13.725000000000001
verified: no, type: recall_at_1
value: 29.044999999999998
verified: no, type: recall_at_10
value: 57.513999999999996
verified: no, type: recall_at_100
value: 80.152
verified: no, type: recall_at_1000
value: 93.982
verified: no, type: recall_at_3
value: 44.121
verified: no, type: recall_at_5
value: 50.007000000000005
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-programmers
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 22.349
verified: no, type: map_at_10
value: 33.434000000000005
verified: no, type: map_at_100
value: 34.8
verified: no, type: map_at_1000
value: 34.919
verified: no, type: map_at_3
value: 30.348000000000003
verified: no, type: map_at_5
value: 31.917
verified: no, type: mrr_at_1
value: 28.195999999999998
verified: no, type: mrr_at_10
value: 38.557
verified: no, type: mrr_at_100
value: 39.550999999999995
verified: no, type: mrr_at_1000
value: 39.607
verified: no, type: mrr_at_3
value: 36.035000000000004
verified: no, type: mrr_at_5
value: 37.364999999999995
verified: no, type: ndcg_at_1
value: 28.195999999999998
verified: no, type: ndcg_at_10
value: 39.656000000000006
verified: no, type: ndcg_at_100
value: 45.507999999999996
verified: no, type: ndcg_at_1000
value: 47.848
verified: no, type: ndcg_at_3
value: 34.609
verified: no, type: ndcg_at_5
value: 36.65
verified: no, type: precision_at_1
value: 28.195999999999998
verified: no, type: precision_at_10
value: 7.534000000000001
verified: no, type: precision_at_100
value: 1.217
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 17.085
verified: no, type: precision_at_5
value: 12.169
verified: no, type: recall_at_1
value: 22.349
verified: no, type: recall_at_10
value: 53.127
verified: no, type: recall_at_100
value: 77.884
verified: no, type: recall_at_1000
value: 93.705
verified: no, type: recall_at_3
value: 38.611000000000004
verified: no, type: recall_at_5
value: 44.182
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 25.215749999999996
verified: no, type: map_at_10
value: 34.332750000000004
verified: no, type: map_at_100
value: 35.58683333333333
verified: no, type: map_at_1000
value: 35.70458333333333
verified: no, type: map_at_3
value: 31.55441666666667
verified: no, type: map_at_5
value: 33.100833333333334
verified: no, type: mrr_at_1
value: 29.697250000000004
verified: no, type: mrr_at_10
value: 38.372249999999994
verified: no, type: mrr_at_100
value: 39.26708333333334
verified: no, type: mrr_at_1000
value: 39.3265
verified: no, type: mrr_at_3
value: 35.946083333333334
verified: no, type: mrr_at_5
value: 37.336999999999996
verified: no, type: ndcg_at_1
value: 29.697250000000004
verified: no, type: ndcg_at_10
value: 39.64575
verified: no, type: ndcg_at_100
value: 44.996833333333335
verified: no, type: ndcg_at_1000
value: 47.314499999999995
verified: no, type: ndcg_at_3
value: 34.93383333333334
verified: no, type: ndcg_at_5
value: 37.15291666666667
verified: no, type: precision_at_1
value: 29.697250000000004
verified: no, type: precision_at_10
value: 6.98825
verified: no, type: precision_at_100
value: 1.138
verified: no, type: precision_at_1000
value: 0.15283333333333332
verified: no, type: precision_at_3
value: 16.115583333333333
verified: no, type: precision_at_5
value: 11.460916666666666
verified: no, type: recall_at_1
value: 25.215749999999996
verified: no, type: recall_at_10
value: 51.261250000000004
verified: no, type: recall_at_100
value: 74.67258333333334
verified: no, type: recall_at_1000
value: 90.72033333333334
verified: no, type: recall_at_3
value: 38.1795
verified: no, type: recall_at_5
value: 43.90658333333334
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-stats
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 24.352
verified: no, type: map_at_10
value: 30.576999999999998
verified: no, type: map_at_100
value: 31.545
verified: no, type: map_at_1000
value: 31.642
verified: no, type: map_at_3
value: 28.605000000000004
verified: no, type: map_at_5
value: 29.828
verified: no, type: mrr_at_1
value: 26.994
verified: no, type: mrr_at_10
value: 33.151
verified: no, type: mrr_at_100
value: 33.973
verified: no, type: mrr_at_1000
value: 34.044999999999995
verified: no, type: mrr_at_3
value: 31.135
verified: no, type: mrr_at_5
value: 32.262
verified: no, type: ndcg_at_1
value: 26.994
verified: no, type: ndcg_at_10
value: 34.307
verified: no, type: ndcg_at_100
value: 39.079
verified: no, type: ndcg_at_1000
value: 41.548
verified: no, type: ndcg_at_3
value: 30.581000000000003
verified: no, type: ndcg_at_5
value: 32.541
verified: no, type: precision_at_1
value: 26.994
verified: no, type: precision_at_10
value: 5.244999999999999
verified: no, type: precision_at_100
value: 0.831
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 12.781
verified: no, type: precision_at_5
value: 9.017999999999999
verified: no, type: recall_at_1
value: 24.352
verified: no, type: recall_at_10
value: 43.126999999999995
verified: no, type: recall_at_100
value: 64.845
verified: no, type: recall_at_1000
value: 83.244
verified: no, type: recall_at_3
value: 33.308
verified: no, type: recall_at_5
value: 37.984
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-tex
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 16.592000000000002
verified: no, type: map_at_10
value: 23.29
verified: no, type: map_at_100
value: 24.423000000000002
verified: no, type: map_at_1000
value: 24.554000000000002
verified: no, type: map_at_3
value: 20.958
verified: no, type: map_at_5
value: 22.267
verified: no, type: mrr_at_1
value: 20.061999999999998
verified: no, type: mrr_at_10
value: 26.973999999999997
verified: no, type: mrr_at_100
value: 27.944999999999997
verified: no, type: mrr_at_1000
value: 28.023999999999997
verified: no, type: mrr_at_3
value: 24.839
verified: no, type: mrr_at_5
value: 26.033
verified: no, type: ndcg_at_1
value: 20.061999999999998
verified: no, type: ndcg_at_10
value: 27.682000000000002
verified: no, type: ndcg_at_100
value: 33.196
verified: no, type: ndcg_at_1000
value: 36.246
verified: no, type: ndcg_at_3
value: 23.559
verified: no, type: ndcg_at_5
value: 25.507
verified: no, type: precision_at_1
value: 20.061999999999998
verified: no, type: precision_at_10
value: 5.086
verified: no, type: precision_at_100
value: 0.9249999999999999
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 11.046
verified: no, type: precision_at_5
value: 8.149000000000001
verified: no, type: recall_at_1
value: 16.592000000000002
verified: no, type: recall_at_10
value: 37.181999999999995
verified: no, type: recall_at_100
value: 62.224999999999994
verified: no, type: recall_at_1000
value: 84.072
verified: no, type: recall_at_3
value: 25.776
verified: no, type: recall_at_5
value: 30.680000000000003
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-unix
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 26.035999999999998
verified: no, type: map_at_10
value: 34.447
verified: no, type: map_at_100
value: 35.697
verified: no, type: map_at_1000
value: 35.802
verified: no, type: map_at_3
value: 31.64
verified: no, type: map_at_5
value: 33.056999999999995
verified: no, type: mrr_at_1
value: 29.851
verified: no, type: mrr_at_10
value: 38.143
verified: no, type: mrr_at_100
value: 39.113
verified: no, type: mrr_at_1000
value: 39.175
verified: no, type: mrr_at_3
value: 35.665
verified: no, type: mrr_at_5
value: 36.901
verified: no, type: ndcg_at_1
value: 29.851
verified: no, type: ndcg_at_10
value: 39.554
verified: no, type: ndcg_at_100
value: 45.091
verified: no, type: ndcg_at_1000
value: 47.504000000000005
verified: no, type: ndcg_at_3
value: 34.414
verified: no, type: ndcg_at_5
value: 36.508
verified: no, type: precision_at_1
value: 29.851
verified: no, type: precision_at_10
value: 6.614000000000001
verified: no, type: precision_at_100
value: 1.051
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 15.329999999999998
verified: no, type: precision_at_5
value: 10.671999999999999
verified: no, type: recall_at_1
value: 26.035999999999998
verified: no, type: recall_at_10
value: 51.396
verified: no, type: recall_at_100
value: 75.09
verified: no, type: recall_at_1000
value: 91.904
verified: no, type: recall_at_3
value: 37.378
verified: no, type: recall_at_5
value: 42.69
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-webmasters
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 23.211000000000002
verified: no, type: map_at_10
value: 32.231
verified: no, type: map_at_100
value: 33.772999999999996
verified: no, type: map_at_1000
value: 33.982
verified: no, type: map_at_3
value: 29.128
verified: no, type: map_at_5
value: 31.002999999999997
verified: no, type: mrr_at_1
value: 27.668
verified: no, type: mrr_at_10
value: 36.388
verified: no, type: mrr_at_100
value: 37.384
verified: no, type: mrr_at_1000
value: 37.44
verified: no, type: mrr_at_3
value: 33.762
verified: no, type: mrr_at_5
value: 35.234
verified: no, type: ndcg_at_1
value: 27.668
verified: no, type: ndcg_at_10
value: 38.043
verified: no, type: ndcg_at_100
value: 44.21
verified: no, type: ndcg_at_1000
value: 46.748
verified: no, type: ndcg_at_3
value: 32.981
verified: no, type: ndcg_at_5
value: 35.58
verified: no, type: precision_at_1
value: 27.668
verified: no, type: precision_at_10
value: 7.352
verified: no, type: precision_at_100
value: 1.5
verified: no, type: precision_at_1000
value: 0.23700000000000002
verified: no, type: precision_at_3
value: 15.613
verified: no, type: precision_at_5
value: 11.501999999999999
verified: no, type: recall_at_1
value: 23.211000000000002
verified: no, type: recall_at_10
value: 49.851
verified: no, type: recall_at_100
value: 77.596
verified: no, type: recall_at_1000
value: 93.683
verified: no, type: recall_at_3
value: 35.403
verified: no, type: recall_at_5
value: 42.485
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-wordpress
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 19.384
verified: no, type: map_at_10
value: 26.262999999999998
verified: no, type: map_at_100
value: 27.409
verified: no, type: map_at_1000
value: 27.526
verified: no, type: map_at_3
value: 23.698
verified: no, type: map_at_5
value: 25.217
verified: no, type: mrr_at_1
value: 20.702
verified: no, type: mrr_at_10
value: 27.810000000000002
verified: no, type: mrr_at_100
value: 28.863
verified: no, type: mrr_at_1000
value: 28.955
verified: no, type: mrr_at_3
value: 25.230999999999998
verified: no, type: mrr_at_5
value: 26.821
verified: no, type: ndcg_at_1
value: 20.702
verified: no, type: ndcg_at_10
value: 30.688
verified: no, type: ndcg_at_100
value: 36.138999999999996
verified: no, type: ndcg_at_1000
value: 38.984
verified: no, type: ndcg_at_3
value: 25.663000000000004
verified: no, type: ndcg_at_5
value: 28.242
verified: no, type: precision_at_1
value: 20.702
verified: no, type: precision_at_10
value: 4.954
verified: no, type: precision_at_100
value: 0.823
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 10.844
verified: no, type: precision_at_5
value: 8.096
verified: no, type: recall_at_1
value: 19.384
verified: no, type: recall_at_10
value: 42.847
verified: no, type: recall_at_100
value: 67.402
verified: no, type: recall_at_1000
value: 88.145
verified: no, type: recall_at_3
value: 29.513
verified: no, type: recall_at_5
value: 35.57
verified: no, task: type: Retrieval
dataset: type: mteb/climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
metrics: type: map_at_1
value: 14.915000000000001
verified: no, type: map_at_10
value: 25.846999999999998
verified: no, type: map_at_100
value: 27.741
verified: no, type: map_at_1000
value: 27.921000000000003
verified: no, type: map_at_3
value: 21.718
verified: no, type: map_at_5
value: 23.948
verified: no, type: mrr_at_1
value: 33.941
verified: no, type: mrr_at_10
value: 46.897
verified: no, type: mrr_at_100
value: 47.63
verified: no, type: mrr_at_1000
value: 47.658
verified: no, type: mrr_at_3
value: 43.919999999999995
verified: no, type: mrr_at_5
value: 45.783
verified: no, type: ndcg_at_1
value: 33.941
verified: no, type: ndcg_at_10
value: 35.202
verified: no, type: ndcg_at_100
value: 42.132
verified: no, type: ndcg_at_1000
value: 45.190999999999995
verified: no, type: ndcg_at_3
value: 29.68
verified: no, type: ndcg_at_5
value: 31.631999999999998
verified: no, type: precision_at_1
value: 33.941
verified: no, type: precision_at_10
value: 10.906
verified: no, type: precision_at_100
value: 1.8339999999999999
verified: no, type: precision_at_1000
value: 0.241
verified: no, type: precision_at_3
value: 22.606
verified: no, type: precision_at_5
value: 17.081
verified: no, type: recall_at_1
value: 14.915000000000001
verified: no, type: recall_at_10
value: 40.737
verified: no, type: recall_at_100
value: 64.42
verified: no, type: recall_at_1000
value: 81.435
verified: no, type: recall_at_3
value: 26.767000000000003
verified: no, type: recall_at_5
value: 32.895
verified: no, task: type: Retrieval
dataset: type: mteb/dbpedia
name: MTEB DBPedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 8.665000000000001
verified: no, type: map_at_10
value: 19.087
verified: no, type: map_at_100
value: 26.555
verified: no, type: map_at_1000
value: 28.105999999999998
verified: no, type: map_at_3
value: 13.858999999999998
verified: no, type: map_at_5
value: 16.083
verified: no, type: mrr_at_1
value: 68.5
verified: no, type: mrr_at_10
value: 76.725
verified: no, type: mrr_at_100
value: 76.974
verified: no, type: mrr_at_1000
value: 76.981
verified: no, type: mrr_at_3
value: 75.583
verified: no, type: mrr_at_5
value: 76.208
verified: no, type: ndcg_at_1
value: 55.875
verified: no, type: ndcg_at_10
value: 41.018
verified: no, type: ndcg_at_100
value: 44.982
verified: no, type: ndcg_at_1000
value: 52.43
verified: no, type: ndcg_at_3
value: 46.534
verified: no, type: ndcg_at_5
value: 43.083
verified: no, type: precision_at_1
value: 68.5
verified: no, type: precision_at_10
value: 32.35
verified: no, type: precision_at_100
value: 10.078
verified: no, type: precision_at_1000
value: 1.957
verified: no, type: precision_at_3
value: 50.083
verified: no, type: precision_at_5
value: 41.3
verified: no, type: recall_at_1
value: 8.665000000000001
verified: no, type: recall_at_10
value: 24.596999999999998
verified: no, type: recall_at_100
value: 50.612
verified: no, type: recall_at_1000
value: 74.24
verified: no, type: recall_at_3
value: 15.337
verified: no, type: recall_at_5
value: 18.796
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 55.06500000000001
verified: no, type: f1
value: 49.827367590822035
verified: no, task: type: Retrieval
dataset: type: mteb/fever
name: MTEB FEVER
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 76.059
verified: no, type: map_at_10
value: 83.625
verified: no, type: map_at_100
value: 83.845
verified: no, type: map_at_1000
value: 83.858
verified: no, type: map_at_3
value: 82.67099999999999
verified: no, type: map_at_5
value: 83.223
verified: no, type: mrr_at_1
value: 82.013
verified: no, type: mrr_at_10
value: 88.44800000000001
verified: no, type: mrr_at_100
value: 88.535
verified: no, type: mrr_at_1000
value: 88.537
verified: no, type: mrr_at_3
value: 87.854
verified: no, type: mrr_at_5
value: 88.221
verified: no, type: ndcg_at_1
value: 82.013
verified: no, type: ndcg_at_10
value: 87.128
verified: no, type: ndcg_at_100
value: 87.922
verified: no, type: ndcg_at_1000
value: 88.166
verified: no, type: ndcg_at_3
value: 85.648
verified: no, type: ndcg_at_5
value: 86.366
verified: no, type: precision_at_1
value: 82.013
verified: no, type: precision_at_10
value: 10.32
verified: no, type: precision_at_100
value: 1.093
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 32.408
verified: no, type: precision_at_5
value: 19.973
verified: no, type: recall_at_1
value: 76.059
verified: no, type: recall_at_10
value: 93.229
verified: no, type: recall_at_100
value: 96.387
verified: no, type: recall_at_1000
value: 97.916
verified: no, type: recall_at_3
value: 89.025
verified: no, type: recall_at_5
value: 90.96300000000001
verified: no, task: type: Retrieval
dataset: type: mteb/fiqa
name: MTEB FiQA2018
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 20.479
verified: no, type: map_at_10
value: 33.109
verified: no, type: map_at_100
value: 34.803
verified: no, type: map_at_1000
value: 35.003
verified: no, type: map_at_3
value: 28.967
verified: no, type: map_at_5
value: 31.385
verified: no, type: mrr_at_1
value: 40.278000000000006
verified: no, type: mrr_at_10
value: 48.929
verified: no, type: mrr_at_100
value: 49.655
verified: no, type: mrr_at_1000
value: 49.691
verified: no, type: mrr_at_3
value: 46.605000000000004
verified: no, type: mrr_at_5
value: 48.056
verified: no, type: ndcg_at_1
value: 40.278000000000006
verified: no, type: ndcg_at_10
value: 40.649
verified: no, type: ndcg_at_100
value: 47.027
verified: no, type: ndcg_at_1000
value: 50.249
verified: no, type: ndcg_at_3
value: 37.364000000000004
verified: no, type: ndcg_at_5
value: 38.494
verified: no, type: precision_at_1
value: 40.278000000000006
verified: no, type: precision_at_10
value: 11.327
verified: no, type: precision_at_100
value: 1.802
verified: no, type: precision_at_1000
value: 0.23700000000000002
verified: no, type: precision_at_3
value: 25.102999999999998
verified: no, type: precision_at_5
value: 18.457
verified: no, type: recall_at_1
value: 20.479
verified: no, type: recall_at_10
value: 46.594
verified: no, type: recall_at_100
value: 71.101
verified: no, type: recall_at_1000
value: 90.31099999999999
verified: no, type: recall_at_3
value: 33.378
verified: no, type: recall_at_5
value: 39.587
verified: no, task: type: Retrieval
dataset: type: mteb/hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
value: 36.59
verified: no, type: map_at_10
value: 58.178
verified: no, type: map_at_100
value: 59.095
verified: no, type: map_at_1000
value: 59.16400000000001
verified: no, type: map_at_3
value: 54.907
verified: no, type: map_at_5
value: 56.89999999999999
verified: no, type: mrr_at_1
value: 73.18
verified: no, type: mrr_at_10
value: 79.935
verified: no, type: mrr_at_100
value: 80.16799999999999
verified: no, type: mrr_at_1000
value: 80.17800000000001
verified: no, type: mrr_at_3
value: 78.776
verified: no, type: mrr_at_5
value: 79.522
verified: no, type: ndcg_at_1
value: 73.18
verified: no, type: ndcg_at_10
value: 66.538
verified: no, type: ndcg_at_100
value: 69.78
verified: no, type: ndcg_at_1000
value: 71.102
verified: no, type: ndcg_at_3
value: 61.739
verified: no, type: ndcg_at_5
value: 64.35600000000001
verified: no, type: precision_at_1
value: 73.18
verified: no, type: precision_at_10
value: 14.035
verified: no, type: precision_at_100
value: 1.657
verified: no, type: precision_at_1000
value: 0.183
verified: no, type: precision_at_3
value: 39.684999999999995
verified: no, type: precision_at_5
value: 25.885
verified: no, type: recall_at_1
value: 36.59
verified: no, type: recall_at_10
value: 70.176
verified: no, type: recall_at_100
value: 82.836
verified: no, type: recall_at_1000
value: 91.526
verified: no, type: recall_at_3
value: 59.526999999999994
verified: no, type: recall_at_5
value: 64.713
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 90.1472
verified: no, type: ap
value: 85.73994227076815
verified: no, type: f1
value: 90.1271700788608
verified: no, task: type: Retrieval
dataset: type: mteb/msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
value: 21.689
verified: no, type: map_at_10
value: 33.518
verified: no, type: map_at_100
value: 34.715
verified: no, type: map_at_1000
value: 34.766000000000005
verified: no, type: map_at_3
value: 29.781000000000002
verified: no, type: map_at_5
value: 31.838
verified: no, type: mrr_at_1
value: 22.249
verified: no, type: mrr_at_10
value: 34.085
verified: no, type: mrr_at_100
value: 35.223
verified: no, type: mrr_at_1000
value: 35.266999999999996
verified: no, type: mrr_at_3
value: 30.398999999999997
verified: no, type: mrr_at_5
value: 32.437
verified: no, type: ndcg_at_1
value: 22.249
verified: no, type: ndcg_at_10
value: 40.227000000000004
verified: no, type: ndcg_at_100
value: 45.961999999999996
verified: no, type: ndcg_at_1000
value: 47.248000000000005
verified: no, type: ndcg_at_3
value: 32.566
verified: no, type: ndcg_at_5
value: 36.229
verified: no, type: precision_at_1
value: 22.249
verified: no, type: precision_at_10
value: 6.358
verified: no, type: precision_at_100
value: 0.923
verified: no, type: precision_at_1000
value: 0.10300000000000001
verified: no, type: precision_at_3
value: 13.83
verified: no, type: precision_at_5
value: 10.145999999999999
verified: no, type: recall_at_1
value: 21.689
verified: no, type: recall_at_10
value: 60.92999999999999
verified: no, type: recall_at_100
value: 87.40599999999999
verified: no, type: recall_at_1000
value: 97.283
verified: no, type: recall_at_3
value: 40.01
verified: no, type: recall_at_5
value: 48.776
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 95.28727770177838
verified: no, type: f1
value: 95.02577308660041
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 79.5736434108527
verified: no, type: f1
value: 61.2451202054398
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 76.01210490921318
verified: no, type: f1
value: 73.70188053982473
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 79.33422999327504
verified: no, type: f1
value: 79.48369022509658
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 34.70891567267726
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: 32.15203494451706
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.919517862194173
verified: no, type: mrr
value: 33.15466289140483
verified: no, task: type: Retrieval
dataset: type: mteb/nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 5.992
verified: no, type: map_at_10
value: 13.197000000000001
verified: no, type: map_at_100
value: 16.907
verified: no, type: map_at_1000
value: 18.44
verified: no, type: map_at_3
value: 9.631
verified: no, type: map_at_5
value: 11.243
verified: no, type: mrr_at_1
value: 44.272
verified: no, type: mrr_at_10
value: 53.321
verified: no, type: mrr_at_100
value: 53.903
verified: no, type: mrr_at_1000
value: 53.952999999999996
verified: no, type: mrr_at_3
value: 51.393
verified: no, type: mrr_at_5
value: 52.708999999999996
verified: no, type: ndcg_at_1
value: 42.415000000000006
verified: no, type: ndcg_at_10
value: 34.921
verified: no, type: ndcg_at_100
value: 32.384
verified: no, type: ndcg_at_1000
value: 41.260000000000005
verified: no, type: ndcg_at_3
value: 40.186
verified: no, type: ndcg_at_5
value: 37.89
verified: no, type: precision_at_1
value: 44.272
verified: no, type: precision_at_10
value: 26.006
verified: no, type: precision_at_100
value: 8.44
verified: no, type: precision_at_1000
value: 2.136
verified: no, type: precision_at_3
value: 37.977
verified: no, type: precision_at_5
value: 32.755
verified: no, type: recall_at_1
value: 5.992
verified: no, type: recall_at_10
value: 17.01
verified: no, type: recall_at_100
value: 33.080999999999996
verified: no, type: recall_at_1000
value: 65.054
verified: no, type: recall_at_3
value: 10.528
verified: no, type: recall_at_5
value: 13.233
verified: no, task: type: Retrieval
dataset: type: mteb/nq
name: MTEB NQ
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 28.871999999999996
verified: no, type: map_at_10
value: 43.286
verified: no, type: map_at_100
value: 44.432
verified: no, type: map_at_1000
value: 44.464999999999996
verified: no, type: map_at_3
value: 38.856
verified: no, type: map_at_5
value: 41.514
verified: no, type: mrr_at_1
value: 32.619
verified: no, type: mrr_at_10
value: 45.75
verified: no, type: mrr_at_100
value: 46.622
verified: no, type: mrr_at_1000
value: 46.646
verified: no, type: mrr_at_3
value: 41.985
verified: no, type: mrr_at_5
value: 44.277
verified: no, type: ndcg_at_1
value: 32.59
verified: no, type: ndcg_at_10
value: 50.895999999999994
verified: no, type: ndcg_at_100
value: 55.711999999999996
verified: no, type: ndcg_at_1000
value: 56.48800000000001
verified: no, type: ndcg_at_3
value: 42.504999999999995
verified: no, type: ndcg_at_5
value: 46.969
verified: no, type: precision_at_1
value: 32.59
verified: no, type: precision_at_10
value: 8.543000000000001
verified: no, type: precision_at_100
value: 1.123
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 19.448
verified: no, type: precision_at_5
value: 14.218
verified: no, type: recall_at_1
value: 28.871999999999996
verified: no, type: recall_at_10
value: 71.748
verified: no, type: recall_at_100
value: 92.55499999999999
verified: no, type: recall_at_1000
value: 98.327
verified: no, type: recall_at_3
value: 49.944
verified: no, type: recall_at_5
value: 60.291
verified: no, task: type: Retrieval
dataset: type: mteb/quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
metrics: type: map_at_1
value: 70.664
verified: no, type: map_at_10
value: 84.681
verified: no, type: map_at_100
value: 85.289
verified: no, type: map_at_1000
value: 85.306
verified: no, type: map_at_3
value: 81.719
verified: no, type: map_at_5
value: 83.601
verified: no, type: mrr_at_1
value: 81.35
verified: no, type: mrr_at_10
value: 87.591
verified: no, type: mrr_at_100
value: 87.691
verified: no, type: mrr_at_1000
value: 87.693
verified: no, type: mrr_at_3
value: 86.675
verified: no, type: mrr_at_5
value: 87.29299999999999
verified: no, type: ndcg_at_1
value: 81.33
verified: no, type: ndcg_at_10
value: 88.411
verified: no, type: ndcg_at_100
value: 89.579
verified: no, type: ndcg_at_1000
value: 89.687
verified: no, type: ndcg_at_3
value: 85.613
verified: no, type: ndcg_at_5
value: 87.17
verified: no, type: precision_at_1
value: 81.33
verified: no, type: precision_at_10
value: 13.422
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: 37.463
verified: no, type: precision_at_5
value: 24.646
verified: no, type: recall_at_1
value: 70.664
verified: no, type: recall_at_10
value: 95.54
verified: no, type: recall_at_100
value: 99.496
verified: no, type: recall_at_1000
value: 99.978
verified: no, type: recall_at_3
value: 87.481
verified: no, type: recall_at_5
value: 91.88499999999999
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 55.40341814991112
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
metrics: type: v_measure
value: 61.231318481346655
verified: no, task: type: Retrieval
dataset: type: mteb/scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
metrics: type: map_at_1
value: 4.833
verified: no, type: map_at_10
value: 13.149
verified: no, type: map_at_100
value: 15.578
verified: no, type: map_at_1000
value: 15.963
verified: no, type: map_at_3
value: 9.269
verified: no, type: map_at_5
value: 11.182
verified: no, type: mrr_at_1
value: 23.9
verified: no, type: mrr_at_10
value: 35.978
verified: no, type: mrr_at_100
value: 37.076
verified: no, type: mrr_at_1000
value: 37.126
verified: no, type: mrr_at_3
value: 32.333
verified: no, type: mrr_at_5
value: 34.413
verified: no, type: ndcg_at_1
value: 23.9
verified: no, type: ndcg_at_10
value: 21.823
verified: no, type: ndcg_at_100
value: 30.833
verified: no, type: ndcg_at_1000
value: 36.991
verified: no, type: ndcg_at_3
value: 20.465
verified: no, type: ndcg_at_5
value: 17.965999999999998
verified: no, type: precision_at_1
value: 23.9
verified: no, type: precision_at_10
value: 11.49
verified: no, type: precision_at_100
value: 2.444
verified: no, type: precision_at_1000
value: 0.392
verified: no, type: precision_at_3
value: 19.3
verified: no, type: precision_at_5
value: 15.959999999999999
verified: no, type: recall_at_1
value: 4.833
verified: no, type: recall_at_10
value: 23.294999999999998
verified: no, type: recall_at_100
value: 49.63
verified: no, type: recall_at_1000
value: 79.49199999999999
verified: no, type: recall_at_3
value: 11.732
verified: no, type: recall_at_5
value: 16.167
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
metrics: type: cos_sim_pearson
value: 85.62938108735759
verified: no, type: cos_sim_spearman
value: 80.30777094408789
verified: no, type: euclidean_pearson
value: 82.94516686659536
verified: no, type: euclidean_spearman
value: 80.34489663248169
verified: no, type: manhattan_pearson
value: 82.85830094736245
verified: no, type: manhattan_spearman
value: 80.24902623215449
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 85.23777464247604
verified: no, type: cos_sim_spearman
value: 75.75714864112797
verified: no, type: euclidean_pearson
value: 82.33806918604493
verified: no, type: euclidean_spearman
value: 75.45282124387357
verified: no, type: manhattan_pearson
value: 82.32555620660538
verified: no, type: manhattan_spearman
value: 75.49228731684082
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: 84.88151620954451
verified: no, type: cos_sim_spearman
value: 86.08377598473446
verified: no, type: euclidean_pearson
value: 85.36958329369413
verified: no, type: euclidean_spearman
value: 86.10274219670679
verified: no, type: manhattan_pearson
value: 85.25873897594711
verified: no, type: manhattan_spearman
value: 85.98096461661584
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 84.29360558735978
verified: no, type: cos_sim_spearman
value: 82.28284203795577
verified: no, type: euclidean_pearson
value: 83.81636655536633
verified: no, type: euclidean_spearman
value: 82.24340438530236
verified: no, type: manhattan_pearson
value: 83.83914453428608
verified: no, type: manhattan_spearman
value: 82.28391354080694
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 87.47344180426744
verified: no, type: cos_sim_spearman
value: 88.90045649789438
verified: no, type: euclidean_pearson
value: 88.43020815961273
verified: no, type: euclidean_spearman
value: 89.0087449011776
verified: no, type: manhattan_pearson
value: 88.37601826505525
verified: no, type: manhattan_spearman
value: 88.96756360690617
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: 83.35997025304613
verified: no, type: cos_sim_spearman
value: 85.18237675717147
verified: no, type: euclidean_pearson
value: 84.46478196990202
verified: no, type: euclidean_spearman
value: 85.27748677712205
verified: no, type: manhattan_pearson
value: 84.29342543953123
verified: no, type: manhattan_spearman
value: 85.10579612516567
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: 88.56668329596836
verified: no, type: cos_sim_spearman
value: 88.72837234129177
verified: no, type: euclidean_pearson
value: 89.39395650897828
verified: no, type: euclidean_spearman
value: 88.82001247906778
verified: no, type: manhattan_pearson
value: 89.41735354368878
verified: no, type: manhattan_spearman
value: 88.95159141850039
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 67.466167902991
verified: no, type: cos_sim_spearman
value: 68.54466147197274
verified: no, type: euclidean_pearson
value: 69.35551179564695
verified: no, type: euclidean_spearman
value: 68.75455717749132
verified: no, type: manhattan_pearson
value: 69.42432368208264
verified: no, type: manhattan_spearman
value: 68.83203709670562
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 85.33241300373689
verified: no, type: cos_sim_spearman
value: 86.97909372129874
verified: no, type: euclidean_pearson
value: 86.99526113559924
verified: no, type: euclidean_spearman
value: 87.02644372623219
verified: no, type: manhattan_pearson
value: 86.78744182759846
verified: no, type: manhattan_spearman
value: 86.8886180198196
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 86.18374413668717
verified: no, type: mrr
value: 95.93213068703264
verified: no, task: type: Retrieval
dataset: type: mteb/scifact
name: MTEB SciFact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
value: 58.31699999999999
verified: no, type: map_at_10
value: 67.691
verified: no, type: map_at_100
value: 68.201
verified: no, type: map_at_1000
value: 68.232
verified: no, type: map_at_3
value: 64.47800000000001
verified: no, type: map_at_5
value: 66.51
verified: no, type: mrr_at_1
value: 61
verified: no, type: mrr_at_10
value: 68.621
verified: no, type: mrr_at_100
value: 68.973
verified: no, type: mrr_at_1000
value: 69.002
verified: no, type: mrr_at_3
value: 66.111
verified: no, type: mrr_at_5
value: 67.578
verified: no, type: ndcg_at_1
value: 61
verified: no, type: ndcg_at_10
value: 72.219
verified: no, type: ndcg_at_100
value: 74.397
verified: no, type: ndcg_at_1000
value: 75.021
verified: no, type: ndcg_at_3
value: 66.747
verified: no, type: ndcg_at_5
value: 69.609
verified: no, type: precision_at_1
value: 61
verified: no, type: precision_at_10
value: 9.6
verified: no, type: precision_at_100
value: 1.08
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 25.667
verified: no, type: precision_at_5
value: 17.267
verified: no, type: recall_at_1
value: 58.31699999999999
verified: no, type: recall_at_10
value: 85.233
verified: no, type: recall_at_100
value: 95.167
verified: no, type: recall_at_1000
value: 99.667
verified: no, type: recall_at_3
value: 70.589
verified: no, type: recall_at_5
value: 77.628
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: 99.83267326732673
verified: no, type: cos_sim_ap
value: 96.13707107038228
verified: no, type: cos_sim_f1
value: 91.48830263812842
verified: no, type: cos_sim_precision
value: 91.0802775024777
verified: no, type: cos_sim_recall
value: 91.9
verified: no, type: dot_accuracy
value: 99.83069306930693
verified: no, type: dot_ap
value: 96.21199069147254
verified: no, type: dot_f1
value: 91.36295556665004
verified: no, type: dot_precision
value: 91.22632103688933
verified: no, type: dot_recall
value: 91.5
verified: no, type: euclidean_accuracy
value: 99.83267326732673
verified: no, type: euclidean_ap
value: 96.08957801367436
verified: no, type: euclidean_f1
value: 91.33004926108374
verified: no, type: euclidean_precision
value: 90
verified: no, type: euclidean_recall
value: 92.7
verified: no, type: manhattan_accuracy
value: 99.83564356435643
verified: no, type: manhattan_ap
value: 96.10534946461945
verified: no, type: manhattan_f1
value: 91.74950298210736
verified: no, type: manhattan_precision
value: 91.20553359683794
verified: no, type: manhattan_recall
value: 92.30000000000001
verified: no, type: max_accuracy
value: 99.83564356435643
verified: no, type: max_ap
value: 96.21199069147254
verified: no, type: max_f1
value: 91.74950298210736
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 62.045718843534736
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 36.6501777041092
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 52.963913408053955
verified: no, type: mrr
value: 53.87972423818012
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.44195730764998
verified: no, type: cos_sim_spearman
value: 30.59626288679397
verified: no, type: dot_pearson
value: 30.22974492404086
verified: no, type: dot_spearman
value: 29.345245972906497
verified: no, task: type: Retrieval
dataset: type: mteb/trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
metrics: type: map_at_1
value: 0.24
verified: no, type: map_at_10
value: 2.01
verified: no, type: map_at_100
value: 11.928999999999998
verified: no, type: map_at_1000
value: 29.034
verified: no, type: map_at_3
value: 0.679
verified: no, type: map_at_5
value: 1.064
verified: no, type: mrr_at_1
value: 92
verified: no, type: mrr_at_10
value: 96
verified: no, type: mrr_at_100
value: 96
verified: no, type: mrr_at_1000
value: 96
verified: no, type: mrr_at_3
value: 96
verified: no, type: mrr_at_5
value: 96
verified: no, type: ndcg_at_1
value: 87
verified: no, type: ndcg_at_10
value: 80.118
verified: no, type: ndcg_at_100
value: 60.753
verified: no, type: ndcg_at_1000
value: 54.632999999999996
verified: no, type: ndcg_at_3
value: 83.073
verified: no, type: ndcg_at_5
value: 80.733
verified: no, type: precision_at_1
value: 92
verified: no, type: precision_at_10
value: 84.8
verified: no, type: precision_at_100
value: 62.019999999999996
verified: no, type: precision_at_1000
value: 24.028
verified: no, type: precision_at_3
value: 87.333
verified: no, type: precision_at_5
value: 85.2
verified: no, type: recall_at_1
value: 0.24
verified: no, type: recall_at_10
value: 2.205
verified: no, type: recall_at_100
value: 15.068000000000001
verified: no, type: recall_at_1000
value: 51.796
verified: no, type: recall_at_3
value: 0.698
verified: no, type: recall_at_5
value: 1.1199999999999999
verified: no, task: type: Retrieval
dataset: type: mteb/touche2020
name: MTEB Touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 3.066
verified: no, type: map_at_10
value: 9.219
verified: no, type: map_at_100
value: 15.387
verified: no, type: map_at_1000
value: 16.957
verified: no, type: map_at_3
value: 5.146
verified: no, type: map_at_5
value: 6.6739999999999995
verified: no, type: mrr_at_1
value: 40.816
verified: no, type: mrr_at_10
value: 50.844
verified: no, type: mrr_at_100
value: 51.664
verified: no, type: mrr_at_1000
value: 51.664
verified: no, type: mrr_at_3
value: 46.259
verified: no, type: mrr_at_5
value: 49.116
verified: no, type: ndcg_at_1
value: 37.755
verified: no, type: ndcg_at_10
value: 23.477
verified: no, type: ndcg_at_100
value: 36.268
verified: no, type: ndcg_at_1000
value: 47.946
verified: no, type: ndcg_at_3
value: 25.832
verified: no, type: ndcg_at_5
value: 24.235
verified: no, type: precision_at_1
value: 40.816
verified: no, type: precision_at_10
value: 20.204
verified: no, type: precision_at_100
value: 7.611999999999999
verified: no, type: precision_at_1000
value: 1.543
verified: no, type: precision_at_3
value: 25.169999999999998
verified: no, type: precision_at_5
value: 23.265
verified: no, type: recall_at_1
value: 3.066
verified: no, type: recall_at_10
value: 14.985999999999999
verified: no, type: recall_at_100
value: 47.902
verified: no, type: recall_at_1000
value: 83.56400000000001
verified: no, type: recall_at_3
value: 5.755
verified: no, type: recall_at_5
value: 8.741999999999999
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
metrics: type: accuracy
value: 69.437
verified: no, type: ap
value: 12.844066827082706
verified: no, type: f1
value: 52.74974809872495
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 61.26768534238823
verified: no, type: f1
value: 61.65100187399282
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 49.860968711078804
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 85.7423854085951
verified: no, type: cos_sim_ap
value: 73.47560303339571
verified: no, type: cos_sim_f1
value: 67.372778183589
verified: no, type: cos_sim_precision
value: 62.54520795660036
verified: no, type: cos_sim_recall
value: 73.00791556728232
verified: no, type: dot_accuracy
value: 85.36091077069798
verified: no, type: dot_ap
value: 72.42521572307255
verified: no, type: dot_f1
value: 66.90576304724215
verified: no, type: dot_precision
value: 62.96554934823091
verified: no, type: dot_recall
value: 71.37203166226914
verified: no, type: euclidean_accuracy
value: 85.76026703224653
verified: no, type: euclidean_ap
value: 73.44852563860128
verified: no, type: euclidean_f1
value: 67.3
verified: no, type: euclidean_precision
value: 63.94299287410926
verified: no, type: euclidean_recall
value: 71.02902374670185
verified: no, type: manhattan_accuracy
value: 85.7423854085951
verified: no, type: manhattan_ap
value: 73.2635034755551
verified: no, type: manhattan_f1
value: 67.3180263800684
verified: no, type: manhattan_precision
value: 62.66484765802638
verified: no, type: manhattan_recall
value: 72.71767810026385
verified: no, type: max_accuracy
value: 85.76026703224653
verified: no, type: max_ap
value: 73.47560303339571
verified: no, type: max_f1
value: 67.372778183589
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: 88.67543757519307
verified: no, type: cos_sim_ap
value: 85.35516518531304
verified: no, type: cos_sim_f1
value: 77.58197635511934
verified: no, type: cos_sim_precision
value: 75.01078360891445
verified: no, type: cos_sim_recall
value: 80.33569448721897
verified: no, type: dot_accuracy
value: 87.61400240617844
verified: no, type: dot_ap
value: 83.0774968268665
verified: no, type: dot_f1
value: 75.68229012162561
verified: no, type: dot_precision
value: 72.99713876967095
verified: no, type: dot_recall
value: 78.57252848783493
verified: no, type: euclidean_accuracy
value: 88.73753250281368
verified: no, type: euclidean_ap
value: 85.48043564821317
verified: no, type: euclidean_f1
value: 77.75975862719216
verified: no, type: euclidean_precision
value: 76.21054187920456
verified: no, type: euclidean_recall
value: 79.37326763166
verified: no, type: manhattan_accuracy
value: 88.75111576823068
verified: no, type: manhattan_ap
value: 85.44993439423668
verified: no, type: manhattan_f1
value: 77.6861329994845
verified: no, type: manhattan_precision
value: 74.44601270289344
verified: no, type: manhattan_recall
value: 81.22112719433323
verified: no, type: max_accuracy
value: 88.75111576823068
verified: no, type: max_ap
value: 85.48043564821317
verified: no, type: max_f1
value: 77.75975862719216
verified: no
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Created: 2025-09-04 11:44:43