Model: OysterHR/gte-base-en-v1.5
Author: OysterHR
Pipeline: sentence-similarity
Library: transformers
Tags: transformers, onnx, safetensors, new, feature-extraction, sentence-transformers, gte, mteb, transformers.js, sentence-similarity, custom_code, en, arxiv:2407.19669, arxiv:2308.03281, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: library_name: transformers
tags: sentence-transformers, gte, mteb, transformers.js, sentence-similarity
license: apache-2.0
language: en
model-index: name: gte-base-en-v1.5
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 74.7910447761194
verified: no, type: ap
value: 37.053785713650626
verified: no, type: f1
value: 68.51101510998551
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.016875
verified: no, type: ap
value: 89.17750268426342
verified: no, type: f1
value: 92.9970977240524
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: 53.312000000000005
verified: no, type: f1
value: 52.98175784163017
verified: no, task: type: Retrieval
dataset: type: mteb/arguana
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 38.193
verified: no, type: map_at_10
value: 54.848
verified: no, type: map_at_100
value: 55.388000000000005
verified: no, type: map_at_1000
value: 55.388999999999996
verified: no, type: map_at_3
value: 50.427
verified: no, type: map_at_5
value: 53.105000000000004
verified: no, type: mrr_at_1
value: 39.047
verified: no, type: mrr_at_10
value: 55.153
verified: no, type: mrr_at_100
value: 55.686
verified: no, type: mrr_at_1000
value: 55.688
verified: no, type: mrr_at_3
value: 50.676
verified: no, type: mrr_at_5
value: 53.417
verified: no, type: ndcg_at_1
value: 38.193
verified: no, type: ndcg_at_10
value: 63.486
verified: no, type: ndcg_at_100
value: 65.58
verified: no, type: ndcg_at_1000
value: 65.61
verified: no, type: ndcg_at_3
value: 54.494
verified: no, type: ndcg_at_5
value: 59.339
verified: no, type: precision_at_1
value: 38.193
verified: no, type: precision_at_10
value: 9.075
verified: no, type: precision_at_100
value: 0.9939999999999999
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 22.096
verified: no, type: precision_at_5
value: 15.619
verified: no, type: recall_at_1
value: 38.193
verified: no, type: recall_at_10
value: 90.754
verified: no, type: recall_at_100
value: 99.431
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 66.28699999999999
verified: no, type: recall_at_5
value: 78.094
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: 47.508221208908964
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: 42.04668382560096
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 61.828759903716815
verified: no, type: mrr
value: 74.37343358395991
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 85.03673698773017
verified: no, type: cos_sim_spearman
value: 83.6470866785058
verified: no, type: euclidean_pearson
value: 82.64048673096565
verified: no, type: euclidean_spearman
value: 83.63142367101115
verified: no, type: manhattan_pearson
value: 82.71493099760228
verified: no, type: manhattan_spearman
value: 83.60491704294326
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.73376623376623
verified: no, type: f1
value: 86.70294049278262
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: 40.31923804167062
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: 37.552547125348454
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: 30.567
verified: no, type: map_at_10
value: 41.269
verified: no, type: map_at_100
value: 42.689
verified: no, type: map_at_1000
value: 42.84
verified: no, type: map_at_3
value: 37.567
verified: no, type: map_at_5
value: 39.706
verified: no, type: mrr_at_1
value: 37.053000000000004
verified: no, type: mrr_at_10
value: 46.900999999999996
verified: no, type: mrr_at_100
value: 47.662
verified: no, type: mrr_at_1000
value: 47.713
verified: no, type: mrr_at_3
value: 43.801
verified: no, type: mrr_at_5
value: 45.689
verified: no, type: ndcg_at_1
value: 37.053000000000004
verified: no, type: ndcg_at_10
value: 47.73
verified: no, type: ndcg_at_100
value: 53.128
verified: no, type: ndcg_at_1000
value: 55.300000000000004
verified: no, type: ndcg_at_3
value: 42.046
verified: no, type: ndcg_at_5
value: 44.782
verified: no, type: precision_at_1
value: 37.053000000000004
verified: no, type: precision_at_10
value: 9.142
verified: no, type: precision_at_100
value: 1.485
verified: no, type: precision_at_1000
value: 0.197
verified: no, type: precision_at_3
value: 20.076
verified: no, type: precision_at_5
value: 14.535
verified: no, type: recall_at_1
value: 30.567
verified: no, type: recall_at_10
value: 60.602999999999994
verified: no, type: recall_at_100
value: 83.22800000000001
verified: no, type: recall_at_1000
value: 96.696
verified: no, type: recall_at_3
value: 44.336999999999996
verified: no, type: recall_at_5
value: 51.949
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: 28.538000000000004
verified: no, type: map_at_10
value: 38.757999999999996
verified: no, type: map_at_100
value: 40.129
verified: no, type: map_at_1000
value: 40.262
verified: no, type: map_at_3
value: 35.866
verified: no, type: map_at_5
value: 37.417
verified: no, type: mrr_at_1
value: 36.051
verified: no, type: mrr_at_10
value: 44.868
verified: no, type: mrr_at_100
value: 45.568999999999996
verified: no, type: mrr_at_1000
value: 45.615
verified: no, type: mrr_at_3
value: 42.558
verified: no, type: mrr_at_5
value: 43.883
verified: no, type: ndcg_at_1
value: 36.051
verified: no, type: ndcg_at_10
value: 44.584
verified: no, type: ndcg_at_100
value: 49.356
verified: no, type: ndcg_at_1000
value: 51.39
verified: no, type: ndcg_at_3
value: 40.389
verified: no, type: ndcg_at_5
value: 42.14
verified: no, type: precision_at_1
value: 36.051
verified: no, type: precision_at_10
value: 8.446
verified: no, type: precision_at_100
value: 1.411
verified: no, type: precision_at_1000
value: 0.19
verified: no, type: precision_at_3
value: 19.639
verified: no, type: precision_at_5
value: 13.796
verified: no, type: recall_at_1
value: 28.538000000000004
verified: no, type: recall_at_10
value: 54.99000000000001
verified: no, type: recall_at_100
value: 75.098
verified: no, type: recall_at_1000
value: 87.848
verified: no, type: recall_at_3
value: 42.236000000000004
verified: no, type: recall_at_5
value: 47.377
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: 37.188
verified: no, type: map_at_10
value: 50.861000000000004
verified: no, type: map_at_100
value: 51.917
verified: no, type: map_at_1000
value: 51.964999999999996
verified: no, type: map_at_3
value: 47.144000000000005
verified: no, type: map_at_5
value: 49.417
verified: no, type: mrr_at_1
value: 42.571
verified: no, type: mrr_at_10
value: 54.086999999999996
verified: no, type: mrr_at_100
value: 54.739000000000004
verified: no, type: mrr_at_1000
value: 54.762
verified: no, type: mrr_at_3
value: 51.285000000000004
verified: no, type: mrr_at_5
value: 53
verified: no, type: ndcg_at_1
value: 42.571
verified: no, type: ndcg_at_10
value: 57.282
verified: no, type: ndcg_at_100
value: 61.477000000000004
verified: no, type: ndcg_at_1000
value: 62.426
verified: no, type: ndcg_at_3
value: 51
verified: no, type: ndcg_at_5
value: 54.346000000000004
verified: no, type: precision_at_1
value: 42.571
verified: no, type: precision_at_10
value: 9.467
verified: no, type: precision_at_100
value: 1.2550000000000001
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 23.114
verified: no, type: precision_at_5
value: 16.250999999999998
verified: no, type: recall_at_1
value: 37.188
verified: no, type: recall_at_10
value: 73.068
verified: no, type: recall_at_100
value: 91.203
verified: no, type: recall_at_1000
value: 97.916
verified: no, type: recall_at_3
value: 56.552
verified: no, type: recall_at_5
value: 64.567
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: 25.041000000000004
verified: no, type: map_at_10
value: 33.86
verified: no, type: map_at_100
value: 34.988
verified: no, type: map_at_1000
value: 35.064
verified: no, type: map_at_3
value: 31.049
verified: no, type: map_at_5
value: 32.845
verified: no, type: mrr_at_1
value: 26.893
verified: no, type: mrr_at_10
value: 35.594
verified: no, type: mrr_at_100
value: 36.617
verified: no, type: mrr_at_1000
value: 36.671
verified: no, type: mrr_at_3
value: 33.051
verified: no, type: mrr_at_5
value: 34.61
verified: no, type: ndcg_at_1
value: 26.893
verified: no, type: ndcg_at_10
value: 38.674
verified: no, type: ndcg_at_100
value: 44.178
verified: no, type: ndcg_at_1000
value: 46.089999999999996
verified: no, type: ndcg_at_3
value: 33.485
verified: no, type: ndcg_at_5
value: 36.402
verified: no, type: precision_at_1
value: 26.893
verified: no, type: precision_at_10
value: 5.989
verified: no, type: precision_at_100
value: 0.918
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 14.2
verified: no, type: precision_at_5
value: 10.26
verified: no, type: recall_at_1
value: 25.041000000000004
verified: no, type: recall_at_10
value: 51.666000000000004
verified: no, type: recall_at_100
value: 76.896
verified: no, type: recall_at_1000
value: 91.243
verified: no, type: recall_at_3
value: 38.035999999999994
verified: no, type: recall_at_5
value: 44.999
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: 15.909999999999998
verified: no, type: map_at_10
value: 23.901
verified: no, type: map_at_100
value: 25.165
verified: no, type: map_at_1000
value: 25.291000000000004
verified: no, type: map_at_3
value: 21.356
verified: no, type: map_at_5
value: 22.816
verified: no, type: mrr_at_1
value: 20.025000000000002
verified: no, type: mrr_at_10
value: 28.382
verified: no, type: mrr_at_100
value: 29.465000000000003
verified: no, type: mrr_at_1000
value: 29.535
verified: no, type: mrr_at_3
value: 25.933
verified: no, type: mrr_at_5
value: 27.332
verified: no, type: ndcg_at_1
value: 20.025000000000002
verified: no, type: ndcg_at_10
value: 29.099000000000004
verified: no, type: ndcg_at_100
value: 35.127
verified: no, type: ndcg_at_1000
value: 38.096000000000004
verified: no, type: ndcg_at_3
value: 24.464
verified: no, type: ndcg_at_5
value: 26.709
verified: no, type: precision_at_1
value: 20.025000000000002
verified: no, type: precision_at_10
value: 5.398
verified: no, type: precision_at_100
value: 0.9690000000000001
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 11.774
verified: no, type: precision_at_5
value: 8.632
verified: no, type: recall_at_1
value: 15.909999999999998
verified: no, type: recall_at_10
value: 40.672000000000004
verified: no, type: recall_at_100
value: 66.855
verified: no, type: recall_at_1000
value: 87.922
verified: no, type: recall_at_3
value: 28.069
verified: no, type: recall_at_5
value: 33.812
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: 30.175
verified: no, type: map_at_10
value: 41.36
verified: no, type: map_at_100
value: 42.701
verified: no, type: map_at_1000
value: 42.817
verified: no, type: map_at_3
value: 37.931
verified: no, type: map_at_5
value: 39.943
verified: no, type: mrr_at_1
value: 35.611
verified: no, type: mrr_at_10
value: 46.346
verified: no, type: mrr_at_100
value: 47.160000000000004
verified: no, type: mrr_at_1000
value: 47.203
verified: no, type: mrr_at_3
value: 43.712
verified: no, type: mrr_at_5
value: 45.367000000000004
verified: no, type: ndcg_at_1
value: 35.611
verified: no, type: ndcg_at_10
value: 47.532000000000004
verified: no, type: ndcg_at_100
value: 53.003
verified: no, type: ndcg_at_1000
value: 55.007
verified: no, type: ndcg_at_3
value: 42.043
verified: no, type: ndcg_at_5
value: 44.86
verified: no, type: precision_at_1
value: 35.611
verified: no, type: precision_at_10
value: 8.624
verified: no, type: precision_at_100
value: 1.332
verified: no, type: precision_at_1000
value: 0.169
verified: no, type: precision_at_3
value: 20.083000000000002
verified: no, type: precision_at_5
value: 14.437
verified: no, type: recall_at_1
value: 30.175
verified: no, type: recall_at_10
value: 60.5
verified: no, type: recall_at_100
value: 83.399
verified: no, type: recall_at_1000
value: 96.255
verified: no, type: recall_at_3
value: 45.448
verified: no, type: recall_at_5
value: 52.432
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: 22.467000000000002
verified: no, type: map_at_10
value: 33.812999999999995
verified: no, type: map_at_100
value: 35.248000000000005
verified: no, type: map_at_1000
value: 35.359
verified: no, type: map_at_3
value: 30.316
verified: no, type: map_at_5
value: 32.233000000000004
verified: no, type: mrr_at_1
value: 28.310999999999996
verified: no, type: mrr_at_10
value: 38.979
verified: no, type: mrr_at_100
value: 39.937
verified: no, type: mrr_at_1000
value: 39.989999999999995
verified: no, type: mrr_at_3
value: 36.244
verified: no, type: mrr_at_5
value: 37.871
verified: no, type: ndcg_at_1
value: 28.310999999999996
verified: no, type: ndcg_at_10
value: 40.282000000000004
verified: no, type: ndcg_at_100
value: 46.22
verified: no, type: ndcg_at_1000
value: 48.507
verified: no, type: ndcg_at_3
value: 34.596
verified: no, type: ndcg_at_5
value: 37.267
verified: no, type: precision_at_1
value: 28.310999999999996
verified: no, type: precision_at_10
value: 7.831
verified: no, type: precision_at_100
value: 1.257
verified: no, type: precision_at_1000
value: 0.164
verified: no, type: precision_at_3
value: 17.275
verified: no, type: precision_at_5
value: 12.556999999999999
verified: no, type: recall_at_1
value: 22.467000000000002
verified: no, type: recall_at_10
value: 54.14099999999999
verified: no, type: recall_at_100
value: 79.593
verified: no, type: recall_at_1000
value: 95.063
verified: no, type: recall_at_3
value: 38.539
verified: no, type: recall_at_5
value: 45.403
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 24.18591666666667
verified: no, type: map_at_10
value: 33.84258333333333
verified: no, type: map_at_100
value: 35.11391666666666
verified: no, type: map_at_1000
value: 35.23258333333333
verified: no, type: map_at_3
value: 30.764249999999997
verified: no, type: map_at_5
value: 32.52333333333334
verified: no, type: mrr_at_1
value: 28.54733333333333
verified: no, type: mrr_at_10
value: 37.81725
verified: no, type: mrr_at_100
value: 38.716499999999996
verified: no, type: mrr_at_1000
value: 38.77458333333333
verified: no, type: mrr_at_3
value: 35.157833333333336
verified: no, type: mrr_at_5
value: 36.69816666666667
verified: no, type: ndcg_at_1
value: 28.54733333333333
verified: no, type: ndcg_at_10
value: 39.51508333333334
verified: no, type: ndcg_at_100
value: 44.95316666666666
verified: no, type: ndcg_at_1000
value: 47.257083333333334
verified: no, type: ndcg_at_3
value: 34.205833333333324
verified: no, type: ndcg_at_5
value: 36.78266666666667
verified: no, type: precision_at_1
value: 28.54733333333333
verified: no, type: precision_at_10
value: 7.082583333333334
verified: no, type: precision_at_100
value: 1.1590833333333332
verified: no, type: precision_at_1000
value: 0.15516666666666662
verified: no, type: precision_at_3
value: 15.908750000000001
verified: no, type: precision_at_5
value: 11.505416666666669
verified: no, type: recall_at_1
value: 24.18591666666667
verified: no, type: recall_at_10
value: 52.38758333333333
verified: no, type: recall_at_100
value: 76.13666666666667
verified: no, type: recall_at_1000
value: 91.99066666666667
verified: no, type: recall_at_3
value: 37.78333333333334
verified: no, type: recall_at_5
value: 44.30141666666666
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: 21.975
verified: no, type: map_at_10
value: 29.781000000000002
verified: no, type: map_at_100
value: 30.847
verified: no, type: map_at_1000
value: 30.94
verified: no, type: map_at_3
value: 27.167
verified: no, type: map_at_5
value: 28.633999999999997
verified: no, type: mrr_at_1
value: 24.387
verified: no, type: mrr_at_10
value: 32.476
verified: no, type: mrr_at_100
value: 33.337
verified: no, type: mrr_at_1000
value: 33.403
verified: no, type: mrr_at_3
value: 29.881999999999998
verified: no, type: mrr_at_5
value: 31.339
verified: no, type: ndcg_at_1
value: 24.387
verified: no, type: ndcg_at_10
value: 34.596
verified: no, type: ndcg_at_100
value: 39.635
verified: no, type: ndcg_at_1000
value: 42.079
verified: no, type: ndcg_at_3
value: 29.516
verified: no, type: ndcg_at_5
value: 31.959
verified: no, type: precision_at_1
value: 24.387
verified: no, type: precision_at_10
value: 5.6129999999999995
verified: no, type: precision_at_100
value: 0.8909999999999999
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 12.73
verified: no, type: precision_at_5
value: 9.171999999999999
verified: no, type: recall_at_1
value: 21.975
verified: no, type: recall_at_10
value: 46.826
verified: no, type: recall_at_100
value: 69.554
verified: no, type: recall_at_1000
value: 87.749
verified: no, type: recall_at_3
value: 33.016
verified: no, type: recall_at_5
value: 38.97
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: 15.614
verified: no, type: map_at_10
value: 22.927
verified: no, type: map_at_100
value: 24.185000000000002
verified: no, type: map_at_1000
value: 24.319
verified: no, type: map_at_3
value: 20.596
verified: no, type: map_at_5
value: 21.854000000000003
verified: no, type: mrr_at_1
value: 18.858
verified: no, type: mrr_at_10
value: 26.535999999999998
verified: no, type: mrr_at_100
value: 27.582
verified: no, type: mrr_at_1000
value: 27.665
verified: no, type: mrr_at_3
value: 24.295
verified: no, type: mrr_at_5
value: 25.532
verified: no, type: ndcg_at_1
value: 18.858
verified: no, type: ndcg_at_10
value: 27.583000000000002
verified: no, type: ndcg_at_100
value: 33.635
verified: no, type: ndcg_at_1000
value: 36.647
verified: no, type: ndcg_at_3
value: 23.348
verified: no, type: ndcg_at_5
value: 25.257
verified: no, type: precision_at_1
value: 18.858
verified: no, type: precision_at_10
value: 5.158
verified: no, type: precision_at_100
value: 0.964
verified: no, type: precision_at_1000
value: 0.13999999999999999
verified: no, type: precision_at_3
value: 11.092
verified: no, type: precision_at_5
value: 8.1
verified: no, type: recall_at_1
value: 15.614
verified: no, type: recall_at_10
value: 37.916
verified: no, type: recall_at_100
value: 65.205
verified: no, type: recall_at_1000
value: 86.453
verified: no, type: recall_at_3
value: 26.137
verified: no, type: recall_at_5
value: 31.087999999999997
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: 23.078000000000003
verified: no, type: map_at_10
value: 31.941999999999997
verified: no, type: map_at_100
value: 33.196999999999996
verified: no, type: map_at_1000
value: 33.303
verified: no, type: map_at_3
value: 28.927000000000003
verified: no, type: map_at_5
value: 30.707
verified: no, type: mrr_at_1
value: 26.866
verified: no, type: mrr_at_10
value: 35.557
verified: no, type: mrr_at_100
value: 36.569
verified: no, type: mrr_at_1000
value: 36.632
verified: no, type: mrr_at_3
value: 32.897999999999996
verified: no, type: mrr_at_5
value: 34.437
verified: no, type: ndcg_at_1
value: 26.866
verified: no, type: ndcg_at_10
value: 37.372
verified: no, type: ndcg_at_100
value: 43.248
verified: no, type: ndcg_at_1000
value: 45.632
verified: no, type: ndcg_at_3
value: 31.852999999999998
verified: no, type: ndcg_at_5
value: 34.582
verified: no, type: precision_at_1
value: 26.866
verified: no, type: precision_at_10
value: 6.511
verified: no, type: precision_at_100
value: 1.078
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 14.582999999999998
verified: no, type: precision_at_5
value: 10.634
verified: no, type: recall_at_1
value: 23.078000000000003
verified: no, type: recall_at_10
value: 50.334
verified: no, type: recall_at_100
value: 75.787
verified: no, type: recall_at_1000
value: 92.485
verified: no, type: recall_at_3
value: 35.386
verified: no, type: recall_at_5
value: 42.225
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: 22.203999999999997
verified: no, type: map_at_10
value: 31.276
verified: no, type: map_at_100
value: 32.844
verified: no, type: map_at_1000
value: 33.062999999999995
verified: no, type: map_at_3
value: 27.733999999999998
verified: no, type: map_at_5
value: 29.64
verified: no, type: mrr_at_1
value: 27.272999999999996
verified: no, type: mrr_at_10
value: 36.083
verified: no, type: mrr_at_100
value: 37.008
verified: no, type: mrr_at_1000
value: 37.076
verified: no, type: mrr_at_3
value: 33.004
verified: no, type: mrr_at_5
value: 34.664
verified: no, type: ndcg_at_1
value: 27.272999999999996
verified: no, type: ndcg_at_10
value: 37.763000000000005
verified: no, type: ndcg_at_100
value: 43.566
verified: no, type: ndcg_at_1000
value: 46.356
verified: no, type: ndcg_at_3
value: 31.673000000000002
verified: no, type: ndcg_at_5
value: 34.501
verified: no, type: precision_at_1
value: 27.272999999999996
verified: no, type: precision_at_10
value: 7.470000000000001
verified: no, type: precision_at_100
value: 1.502
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 14.756
verified: no, type: precision_at_5
value: 11.225
verified: no, type: recall_at_1
value: 22.203999999999997
verified: no, type: recall_at_10
value: 51.437999999999995
verified: no, type: recall_at_100
value: 76.845
verified: no, type: recall_at_1000
value: 94.38600000000001
verified: no, type: recall_at_3
value: 34.258
verified: no, type: recall_at_5
value: 41.512
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: 17.474
verified: no, type: map_at_10
value: 26.362999999999996
verified: no, type: map_at_100
value: 27.456999999999997
verified: no, type: map_at_1000
value: 27.567999999999998
verified: no, type: map_at_3
value: 23.518
verified: no, type: map_at_5
value: 25.068
verified: no, type: mrr_at_1
value: 18.669
verified: no, type: mrr_at_10
value: 27.998
verified: no, type: mrr_at_100
value: 28.953
verified: no, type: mrr_at_1000
value: 29.03
verified: no, type: mrr_at_3
value: 25.230999999999998
verified: no, type: mrr_at_5
value: 26.654
verified: no, type: ndcg_at_1
value: 18.669
verified: no, type: ndcg_at_10
value: 31.684
verified: no, type: ndcg_at_100
value: 36.864999999999995
verified: no, type: ndcg_at_1000
value: 39.555
verified: no, type: ndcg_at_3
value: 26.057000000000002
verified: no, type: ndcg_at_5
value: 28.587
verified: no, type: precision_at_1
value: 18.669
verified: no, type: precision_at_10
value: 5.3420000000000005
verified: no, type: precision_at_100
value: 0.847
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 11.583
verified: no, type: precision_at_5
value: 8.466
verified: no, type: recall_at_1
value: 17.474
verified: no, type: recall_at_10
value: 46.497
verified: no, type: recall_at_100
value: 69.977
verified: no, type: recall_at_1000
value: 89.872
verified: no, type: recall_at_3
value: 31.385999999999996
verified: no, type: recall_at_5
value: 37.283
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: 17.173
verified: no, type: map_at_10
value: 30.407
verified: no, type: map_at_100
value: 32.528
verified: no, type: map_at_1000
value: 32.698
verified: no, type: map_at_3
value: 25.523
verified: no, type: map_at_5
value: 28.038
verified: no, type: mrr_at_1
value: 38.958
verified: no, type: mrr_at_10
value: 51.515
verified: no, type: mrr_at_100
value: 52.214000000000006
verified: no, type: mrr_at_1000
value: 52.237
verified: no, type: mrr_at_3
value: 48.502
verified: no, type: mrr_at_5
value: 50.251000000000005
verified: no, type: ndcg_at_1
value: 38.958
verified: no, type: ndcg_at_10
value: 40.355000000000004
verified: no, type: ndcg_at_100
value: 47.68
verified: no, type: ndcg_at_1000
value: 50.370000000000005
verified: no, type: ndcg_at_3
value: 33.946
verified: no, type: ndcg_at_5
value: 36.057
verified: no, type: precision_at_1
value: 38.958
verified: no, type: precision_at_10
value: 12.508
verified: no, type: precision_at_100
value: 2.054
verified: no, type: precision_at_1000
value: 0.256
verified: no, type: precision_at_3
value: 25.581
verified: no, type: precision_at_5
value: 19.256999999999998
verified: no, type: recall_at_1
value: 17.173
verified: no, type: recall_at_10
value: 46.967
verified: no, type: recall_at_100
value: 71.47200000000001
verified: no, type: recall_at_1000
value: 86.238
verified: no, type: recall_at_3
value: 30.961
verified: no, type: recall_at_5
value: 37.539
verified: no, task: type: Retrieval
dataset: type: mteb/dbpedia
name: MTEB DBPedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 8.999
verified: no, type: map_at_10
value: 18.989
verified: no, type: map_at_100
value: 26.133
verified: no, type: map_at_1000
value: 27.666
verified: no, type: map_at_3
value: 13.918
verified: no, type: map_at_5
value: 16.473
verified: no, type: mrr_at_1
value: 66.25
verified: no, type: mrr_at_10
value: 74.161
verified: no, type: mrr_at_100
value: 74.516
verified: no, type: mrr_at_1000
value: 74.524
verified: no, type: mrr_at_3
value: 72.875
verified: no, type: mrr_at_5
value: 73.613
verified: no, type: ndcg_at_1
value: 54.37499999999999
verified: no, type: ndcg_at_10
value: 39.902
verified: no, type: ndcg_at_100
value: 44.212
verified: no, type: ndcg_at_1000
value: 51.62
verified: no, type: ndcg_at_3
value: 45.193
verified: no, type: ndcg_at_5
value: 42.541000000000004
verified: no, type: precision_at_1
value: 66.25
verified: no, type: precision_at_10
value: 30.425
verified: no, type: precision_at_100
value: 9.754999999999999
verified: no, type: precision_at_1000
value: 2.043
verified: no, type: precision_at_3
value: 48.25
verified: no, type: precision_at_5
value: 40.65
verified: no, type: recall_at_1
value: 8.999
verified: no, type: recall_at_10
value: 24.133
verified: no, type: recall_at_100
value: 49.138999999999996
verified: no, type: recall_at_1000
value: 72.639
verified: no, type: recall_at_3
value: 15.287999999999998
verified: no, type: recall_at_5
value: 19.415
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 46.38999999999999
verified: no, type: f1
value: 41.444205512055234
verified: no, task: type: Retrieval
dataset: type: mteb/fever
name: MTEB FEVER
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 87.35000000000001
verified: no, type: map_at_10
value: 92.837
verified: no, type: map_at_100
value: 92.996
verified: no, type: map_at_1000
value: 93.006
verified: no, type: map_at_3
value: 92.187
verified: no, type: map_at_5
value: 92.595
verified: no, type: mrr_at_1
value: 93.864
verified: no, type: mrr_at_10
value: 96.723
verified: no, type: mrr_at_100
value: 96.72500000000001
verified: no, type: mrr_at_1000
value: 96.72500000000001
verified: no, type: mrr_at_3
value: 96.64
verified: no, type: mrr_at_5
value: 96.71499999999999
verified: no, type: ndcg_at_1
value: 93.864
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 95.243
verified: no, type: ndcg_at_1000
value: 95.38600000000001
verified: no, type: ndcg_at_3
value: 94.196
verified: no, type: ndcg_at_5
value: 94.521
verified: no, type: precision_at_1
value: 93.864
verified: no, type: precision_at_10
value: 10.951
verified: no, type: precision_at_100
value: 1.1400000000000001
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 35.114000000000004
verified: no, type: precision_at_5
value: 21.476
verified: no, type: recall_at_1
value: 87.35000000000001
verified: no, type: recall_at_10
value: 96.941
verified: no, type: recall_at_100
value: 98.397
verified: no, type: recall_at_1000
value: 99.21600000000001
verified: no, type: recall_at_3
value: 95.149
verified: no, type: recall_at_5
value: 96.131
verified: no, task: type: Retrieval
dataset: type: mteb/fiqa
name: MTEB FiQA2018
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 24.476
verified: no, type: map_at_10
value: 40.11
verified: no, type: map_at_100
value: 42.229
verified: no, type: map_at_1000
value: 42.378
verified: no, type: map_at_3
value: 34.512
verified: no, type: map_at_5
value: 38.037
verified: no, type: mrr_at_1
value: 47.839999999999996
verified: no, type: mrr_at_10
value: 57.053
verified: no, type: mrr_at_100
value: 57.772
verified: no, type: mrr_at_1000
value: 57.799
verified: no, type: mrr_at_3
value: 54.552
verified: no, type: mrr_at_5
value: 56.011
verified: no, type: ndcg_at_1
value: 47.839999999999996
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 55.681000000000004
verified: no, type: ndcg_at_1000
value: 57.979
verified: no, type: ndcg_at_3
value: 43.923
verified: no, type: ndcg_at_5
value: 46.037
verified: no, type: precision_at_1
value: 47.839999999999996
verified: no, type: precision_at_10
value: 13.395000000000001
verified: no, type: precision_at_100
value: 2.0660000000000003
verified: no, type: precision_at_1000
value: 0.248
verified: no, type: precision_at_3
value: 29.064
verified: no, type: precision_at_5
value: 22.006
verified: no, type: recall_at_1
value: 24.476
verified: no, type: recall_at_10
value: 56.216
verified: no, type: recall_at_100
value: 81.798
verified: no, type: recall_at_1000
value: 95.48299999999999
verified: no, type: recall_at_3
value: 39.357
verified: no, type: recall_at_5
value: 47.802
verified: no, task: type: Retrieval
dataset: type: mteb/hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
value: 42.728
verified: no, type: map_at_10
value: 57.737
verified: no, type: map_at_100
value: 58.531
verified: no, type: map_at_1000
value: 58.594
verified: no, type: map_at_3
value: 54.869
verified: no, type: map_at_5
value: 56.55
verified: no, type: mrr_at_1
value: 85.456
verified: no, type: mrr_at_10
value: 90.062
verified: no, type: mrr_at_100
value: 90.159
verified: no, type: mrr_at_1000
value: 90.16
verified: no, type: mrr_at_3
value: 89.37899999999999
verified: no, type: mrr_at_5
value: 89.81
verified: no, type: ndcg_at_1
value: 85.456
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 70.341
verified: no, type: ndcg_at_1000
value: 71.538
verified: no, type: ndcg_at_3
value: 63.735
verified: no, type: ndcg_at_5
value: 65.823
verified: no, type: precision_at_1
value: 85.456
verified: no, type: precision_at_10
value: 13.450000000000001
verified: no, type: precision_at_100
value: 1.545
verified: no, type: precision_at_1000
value: 0.16999999999999998
verified: no, type: precision_at_3
value: 38.861000000000004
verified: no, type: precision_at_5
value: 24.964
verified: no, type: recall_at_1
value: 42.728
verified: no, type: recall_at_10
value: 67.252
verified: no, type: recall_at_100
value: 77.265
verified: no, type: recall_at_1000
value: 85.246
verified: no, type: recall_at_3
value: 58.292
verified: no, type: recall_at_5
value: 62.41100000000001
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 87.4836
verified: no, type: ap
value: 82.29552224030336
verified: no, type: f1
value: 87.42791432227448
verified: no, task: type: Retrieval
dataset: type: mteb/msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
value: 23.015
verified: no, type: map_at_10
value: 35.621
verified: no, type: map_at_100
value: 36.809
verified: no, type: map_at_1000
value: 36.853
verified: no, type: map_at_3
value: 31.832
verified: no, type: map_at_5
value: 34.006
verified: no, type: mrr_at_1
value: 23.738999999999997
verified: no, type: mrr_at_10
value: 36.309999999999995
verified: no, type: mrr_at_100
value: 37.422
verified: no, type: mrr_at_1000
value: 37.461
verified: no, type: mrr_at_3
value: 32.592999999999996
verified: no, type: mrr_at_5
value: 34.736
verified: no, type: ndcg_at_1
value: 23.724999999999998
verified: no, type: ndcg_at_10
value: 42.617
verified: no, type: ndcg_at_100
value: 48.217999999999996
verified: no, type: ndcg_at_1000
value: 49.309
verified: no, type: ndcg_at_3
value: 34.905
verified: no, type: ndcg_at_5
value: 38.769
verified: no, type: precision_at_1
value: 23.724999999999998
verified: no, type: precision_at_10
value: 6.689
verified: no, type: precision_at_100
value: 0.9480000000000001
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.89
verified: no, type: precision_at_5
value: 10.897
verified: no, type: recall_at_1
value: 23.015
verified: no, type: recall_at_10
value: 64.041
verified: no, type: recall_at_100
value: 89.724
verified: no, type: recall_at_1000
value: 98.00999999999999
verified: no, type: recall_at_3
value: 43.064
verified: no, type: recall_at_5
value: 52.31099999999999
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 96.49794801641588
verified: no, type: f1
value: 96.28931114498003
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 82.81121751025992
verified: no, type: f1
value: 63.18740125901853
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: 77.66644250168123
verified: no, type: f1
value: 74.93211186867839
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: 81.77202420981843
verified: no, type: f1
value: 81.63681969283554
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: 34.596687684870645
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: 32.26965660101405
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.33619694846802
verified: no, type: mrr
value: 32.53719657720334
verified: no, task: type: Retrieval
dataset: type: mteb/nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 6.0729999999999995
verified: no, type: map_at_10
value: 13.245999999999999
verified: no, type: map_at_100
value: 16.747999999999998
verified: no, type: map_at_1000
value: 18.163
verified: no, type: map_at_3
value: 10.064
verified: no, type: map_at_5
value: 11.513
verified: no, type: mrr_at_1
value: 49.536
verified: no, type: mrr_at_10
value: 58.092
verified: no, type: mrr_at_100
value: 58.752
verified: no, type: mrr_at_1000
value: 58.78
verified: no, type: mrr_at_3
value: 56.398
verified: no, type: mrr_at_5
value: 57.389
verified: no, type: ndcg_at_1
value: 47.059
verified: no, type: ndcg_at_10
value: 35.881
verified: no, type: ndcg_at_100
value: 32.751999999999995
verified: no, type: ndcg_at_1000
value: 41.498000000000005
verified: no, type: ndcg_at_3
value: 42.518
verified: no, type: ndcg_at_5
value: 39.550999999999995
verified: no, type: precision_at_1
value: 49.536
verified: no, type: precision_at_10
value: 26.316
verified: no, type: precision_at_100
value: 8.084
verified: no, type: precision_at_1000
value: 2.081
verified: no, type: precision_at_3
value: 39.938
verified: no, type: precision_at_5
value: 34.056
verified: no, type: recall_at_1
value: 6.0729999999999995
verified: no, type: recall_at_10
value: 16.593
verified: no, type: recall_at_100
value: 32.883
verified: no, type: recall_at_1000
value: 64.654
verified: no, type: recall_at_3
value: 11.174000000000001
verified: no, type: recall_at_5
value: 13.528
verified: no, task: type: Retrieval
dataset: type: mteb/nq
name: MTEB NQ
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 30.043
verified: no, type: map_at_10
value: 45.318999999999996
verified: no, type: map_at_100
value: 46.381
verified: no, type: map_at_1000
value: 46.412
verified: no, type: map_at_3
value: 40.941
verified: no, type: map_at_5
value: 43.662
verified: no, type: mrr_at_1
value: 33.98
verified: no, type: mrr_at_10
value: 47.870000000000005
verified: no, type: mrr_at_100
value: 48.681999999999995
verified: no, type: mrr_at_1000
value: 48.703
verified: no, type: mrr_at_3
value: 44.341
verified: no, type: mrr_at_5
value: 46.547
verified: no, type: ndcg_at_1
value: 33.98
verified: no, type: ndcg_at_10
value: 52.957
verified: no, type: ndcg_at_100
value: 57.434
verified: no, type: ndcg_at_1000
value: 58.103
verified: no, type: ndcg_at_3
value: 44.896
verified: no, type: ndcg_at_5
value: 49.353
verified: no, type: precision_at_1
value: 33.98
verified: no, type: precision_at_10
value: 8.786
verified: no, type: precision_at_100
value: 1.1280000000000001
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 20.577
verified: no, type: precision_at_5
value: 14.942
verified: no, type: recall_at_1
value: 30.043
verified: no, type: recall_at_10
value: 73.593
verified: no, type: recall_at_100
value: 93.026
verified: no, type: recall_at_1000
value: 97.943
verified: no, type: recall_at_3
value: 52.955
verified: no, type: recall_at_5
value: 63.132
verified: no, task: type: Retrieval
dataset: type: mteb/quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.808
verified: no, type: map_at_10
value: 84.675
verified: no, type: map_at_100
value: 85.322
verified: no, type: map_at_1000
value: 85.33800000000001
verified: no, type: map_at_3
value: 81.68900000000001
verified: no, type: map_at_5
value: 83.543
verified: no, type: mrr_at_1
value: 81.5
verified: no, type: mrr_at_10
value: 87.59700000000001
verified: no, type: mrr_at_100
value: 87.705
verified: no, type: mrr_at_1000
value: 87.70599999999999
verified: no, type: mrr_at_3
value: 86.607
verified: no, type: mrr_at_5
value: 87.289
verified: no, type: ndcg_at_1
value: 81.51
verified: no, type: ndcg_at_10
value: 88.41799999999999
verified: no, type: ndcg_at_100
value: 89.644
verified: no, type: ndcg_at_1000
value: 89.725
verified: no, type: ndcg_at_3
value: 85.49900000000001
verified: no, type: ndcg_at_5
value: 87.078
verified: no, type: precision_at_1
value: 81.51
verified: no, type: precision_at_10
value: 13.438
verified: no, type: precision_at_100
value: 1.532
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.363
verified: no, type: precision_at_5
value: 24.57
verified: no, type: recall_at_1
value: 70.808
verified: no, type: recall_at_10
value: 95.575
verified: no, type: recall_at_100
value: 99.667
verified: no, type: recall_at_1000
value: 99.98899999999999
verified: no, type: recall_at_3
value: 87.223
verified: no, type: recall_at_5
value: 91.682
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 58.614831329137715
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: 66.86580408560826
verified: no, task: type: Retrieval
dataset: type: mteb/scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.093
verified: no, type: map_at_10
value: 13.014000000000001
verified: no, type: map_at_100
value: 15.412999999999998
verified: no, type: map_at_1000
value: 15.756999999999998
verified: no, type: map_at_3
value: 9.216000000000001
verified: no, type: map_at_5
value: 11.036999999999999
verified: no, type: mrr_at_1
value: 25.1
verified: no, type: mrr_at_10
value: 37.133
verified: no, type: mrr_at_100
value: 38.165
verified: no, type: mrr_at_1000
value: 38.198
verified: no, type: mrr_at_3
value: 33.217
verified: no, type: mrr_at_5
value: 35.732
verified: no, type: ndcg_at_1
value: 25.1
verified: no, type: ndcg_at_10
value: 21.918000000000003
verified: no, type: ndcg_at_100
value: 30.983
verified: no, type: ndcg_at_1000
value: 36.629
verified: no, type: ndcg_at_3
value: 20.544999999999998
verified: no, type: ndcg_at_5
value: 18.192
verified: no, type: precision_at_1
value: 25.1
verified: no, type: precision_at_10
value: 11.44
verified: no, type: precision_at_100
value: 2.459
verified: no, type: precision_at_1000
value: 0.381
verified: no, type: precision_at_3
value: 19.267
verified: no, type: precision_at_5
value: 16.16
verified: no, type: recall_at_1
value: 5.093
verified: no, type: recall_at_10
value: 23.215
verified: no, type: recall_at_100
value: 49.902
verified: no, type: recall_at_1000
value: 77.403
verified: no, type: recall_at_3
value: 11.733
verified: no, type: recall_at_5
value: 16.372999999999998
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 82.9365442977452
verified: no, type: cos_sim_spearman
value: 79.36960687383745
verified: no, type: euclidean_pearson
value: 79.6045204840714
verified: no, type: euclidean_spearman
value: 79.26382712751337
verified: no, type: manhattan_pearson
value: 79.4805084789529
verified: no, type: manhattan_spearman
value: 79.21847863209523
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: 83.27906192961453
verified: no, type: cos_sim_spearman
value: 74.38364712099211
verified: no, type: euclidean_pearson
value: 78.54358927241223
verified: no, type: euclidean_spearman
value: 74.22185560806376
verified: no, type: manhattan_pearson
value: 78.50904327377751
verified: no, type: manhattan_spearman
value: 74.2627500781748
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: 84.66863742649639
verified: no, type: cos_sim_spearman
value: 84.70630905216271
verified: no, type: euclidean_pearson
value: 84.64498334705334
verified: no, type: euclidean_spearman
value: 84.87204770690148
verified: no, type: manhattan_pearson
value: 84.65774227976077
verified: no, type: manhattan_spearman
value: 84.91251851797985
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: 83.1577763924467
verified: no, type: cos_sim_spearman
value: 80.10314039230198
verified: no, type: euclidean_pearson
value: 81.51346991046043
verified: no, type: euclidean_spearman
value: 80.08678485109435
verified: no, type: manhattan_pearson
value: 81.57058914661894
verified: no, type: manhattan_spearman
value: 80.1516230725106
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: 86.40310839662533
verified: no, type: cos_sim_spearman
value: 87.16293477217867
verified: no, type: euclidean_pearson
value: 86.50688711184775
verified: no, type: euclidean_spearman
value: 87.08651444923031
verified: no, type: manhattan_pearson
value: 86.54674677557857
verified: no, type: manhattan_spearman
value: 87.15079017870971
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: 84.32886275207817
verified: no, type: cos_sim_spearman
value: 85.0190460590732
verified: no, type: euclidean_pearson
value: 84.42553652784679
verified: no, type: euclidean_spearman
value: 85.20027364279328
verified: no, type: manhattan_pearson
value: 84.42926246281078
verified: no, type: manhattan_spearman
value: 85.20187419804306
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: 90.76732216967812
verified: no, type: cos_sim_spearman
value: 90.63701653633909
verified: no, type: euclidean_pearson
value: 90.26678186114682
verified: no, type: euclidean_spearman
value: 90.67288073455427
verified: no, type: manhattan_pearson
value: 90.20772020584582
verified: no, type: manhattan_spearman
value: 90.60764863983702
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: 69.09280387698125
verified: no, type: cos_sim_spearman
value: 68.62743151172162
verified: no, type: euclidean_pearson
value: 69.89386398104689
verified: no, type: euclidean_spearman
value: 68.71191066733556
verified: no, type: manhattan_pearson
value: 69.92516500604872
verified: no, type: manhattan_spearman
value: 68.80452846992576
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: 86.13178592019887
verified: no, type: cos_sim_spearman
value: 86.03947178806887
verified: no, type: euclidean_pearson
value: 85.87029414285313
verified: no, type: euclidean_spearman
value: 86.04960843306998
verified: no, type: manhattan_pearson
value: 85.92946858580146
verified: no, type: manhattan_spearman
value: 86.12575341860442
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 85.16657063002837
verified: no, type: mrr
value: 95.73671063867141
verified: no, task: type: Retrieval
dataset: type: mteb/scifact
name: MTEB SciFact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
value: 63.510999999999996
verified: no, type: map_at_10
value: 72.76899999999999
verified: no, type: map_at_100
value: 73.303
verified: no, type: map_at_1000
value: 73.32499999999999
verified: no, type: map_at_3
value: 70.514
verified: no, type: map_at_5
value: 71.929
verified: no, type: mrr_at_1
value: 66.333
verified: no, type: mrr_at_10
value: 73.75
verified: no, type: mrr_at_100
value: 74.119
verified: no, type: mrr_at_1000
value: 74.138
verified: no, type: mrr_at_3
value: 72.222
verified: no, type: mrr_at_5
value: 73.122
verified: no, type: ndcg_at_1
value: 66.333
verified: no, type: ndcg_at_10
value: 76.774
verified: no, type: ndcg_at_100
value: 78.78500000000001
verified: no, type: ndcg_at_1000
value: 79.254
verified: no, type: ndcg_at_3
value: 73.088
verified: no, type: ndcg_at_5
value: 75.002
verified: no, type: precision_at_1
value: 66.333
verified: no, type: precision_at_10
value: 9.833
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: 28.222
verified: no, type: precision_at_5
value: 18.333
verified: no, type: recall_at_1
value: 63.510999999999996
verified: no, type: recall_at_10
value: 87.98899999999999
verified: no, type: recall_at_100
value: 96.5
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 77.86699999999999
verified: no, type: recall_at_5
value: 82.73899999999999
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: 99.78514851485149
verified: no, type: cos_sim_ap
value: 94.94214383862038
verified: no, type: cos_sim_f1
value: 89.02255639097744
verified: no, type: cos_sim_precision
value: 89.2462311557789
verified: no, type: cos_sim_recall
value: 88.8
verified: no, type: dot_accuracy
value: 99.78217821782178
verified: no, type: dot_ap
value: 94.69965247836805
verified: no, type: dot_f1
value: 88.78695208970439
verified: no, type: dot_precision
value: 90.54054054054053
verified: no, type: dot_recall
value: 87.1
verified: no, type: euclidean_accuracy
value: 99.78118811881188
verified: no, type: euclidean_ap
value: 94.9865187695411
verified: no, type: euclidean_f1
value: 88.99950223992036
verified: no, type: euclidean_precision
value: 88.60257680872151
verified: no, type: euclidean_recall
value: 89.4
verified: no, type: manhattan_accuracy
value: 99.78811881188119
verified: no, type: manhattan_ap
value: 95.0021236766459
verified: no, type: manhattan_f1
value: 89.12071535022356
verified: no, type: manhattan_precision
value: 88.54886475814413
verified: no, type: manhattan_recall
value: 89.7
verified: no, type: max_accuracy
value: 99.78811881188119
verified: no, type: max_ap
value: 95.0021236766459
verified: no, type: max_f1
value: 89.12071535022356
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 68.93190546593995
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: 37.602808534760655
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 52.29214480978073
verified: no, type: mrr
value: 53.123169722434426
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.967800769650022
verified: no, type: cos_sim_spearman
value: 31.168490040206926
verified: no, type: dot_pearson
value: 30.888603021128553
verified: no, type: dot_spearman
value: 31.028241262520385
verified: no, task: type: Retrieval
dataset: type: mteb/trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.22300000000000003
verified: no, type: map_at_10
value: 1.781
verified: no, type: map_at_100
value: 9.905999999999999
verified: no, type: map_at_1000
value: 23.455000000000002
verified: no, type: map_at_3
value: 0.569
verified: no, type: map_at_5
value: 0.918
verified: no, type: mrr_at_1
value: 84
verified: no, type: mrr_at_10
value: 91.067
verified: no, type: mrr_at_100
value: 91.067
verified: no, type: mrr_at_1000
value: 91.067
verified: no, type: mrr_at_3
value: 90.667
verified: no, type: mrr_at_5
value: 91.067
verified: no, type: ndcg_at_1
value: 78
verified: no, type: ndcg_at_10
value: 73.13499999999999
verified: no, type: ndcg_at_100
value: 55.32
verified: no, type: ndcg_at_1000
value: 49.532
verified: no, type: ndcg_at_3
value: 73.715
verified: no, type: ndcg_at_5
value: 72.74199999999999
verified: no, type: precision_at_1
value: 84
verified: no, type: precision_at_10
value: 78.8
verified: no, type: precision_at_100
value: 56.32
verified: no, type: precision_at_1000
value: 21.504
verified: no, type: precision_at_3
value: 77.333
verified: no, type: precision_at_5
value: 78
verified: no, type: recall_at_1
value: 0.22300000000000003
verified: no, type: recall_at_10
value: 2.049
verified: no, type: recall_at_100
value: 13.553
verified: no, type: recall_at_1000
value: 46.367999999999995
verified: no, type: recall_at_3
value: 0.604
verified: no, type: recall_at_5
value: 1.015
verified: no, task: type: Retrieval
dataset: type: mteb/touche2020
name: MTEB Touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 3.0380000000000003
verified: no, type: map_at_10
value: 10.188
verified: no, type: map_at_100
value: 16.395
verified: no, type: map_at_1000
value: 18.024
verified: no, type: map_at_3
value: 6.236
verified: no, type: map_at_5
value: 7.276000000000001
verified: no, type: mrr_at_1
value: 34.694
verified: no, type: mrr_at_10
value: 46.292
verified: no, type: mrr_at_100
value: 47.446
verified: no, type: mrr_at_1000
value: 47.446
verified: no, type: mrr_at_3
value: 41.156
verified: no, type: mrr_at_5
value: 44.32
verified: no, type: ndcg_at_1
value: 32.653
verified: no, type: ndcg_at_10
value: 25.219
verified: no, type: ndcg_at_100
value: 37.802
verified: no, type: ndcg_at_1000
value: 49.274
verified: no, type: ndcg_at_3
value: 28.605999999999998
verified: no, type: ndcg_at_5
value: 26.21
verified: no, type: precision_at_1
value: 34.694
verified: no, type: precision_at_10
value: 21.837
verified: no, type: precision_at_100
value: 7.776
verified: no, type: precision_at_1000
value: 1.522
verified: no, type: precision_at_3
value: 28.571
verified: no, type: precision_at_5
value: 25.306
verified: no, type: recall_at_1
value: 3.0380000000000003
verified: no, type: recall_at_10
value: 16.298000000000002
verified: no, type: recall_at_100
value: 48.712
verified: no, type: recall_at_1000
value: 83.16799999999999
verified: no, type: recall_at_3
value: 7.265000000000001
verified: no, type: recall_at_5
value: 9.551
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 83.978
verified: no, type: ap
value: 24.751887949330015
verified: no, type: f1
value: 66.8685134049279
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 61.573288058856825
verified: no, type: f1
value: 61.973261751726604
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 48.75483298792469
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: 86.36824223639506
verified: no, type: cos_sim_ap
value: 75.53126388573047
verified: no, type: cos_sim_f1
value: 67.9912831688245
verified: no, type: cos_sim_precision
value: 66.11817501869858
verified: no, type: cos_sim_recall
value: 69.9736147757256
verified: no, type: dot_accuracy
value: 86.39804494248078
verified: no, type: dot_ap
value: 75.27598891718046
verified: no, type: dot_f1
value: 67.91146284159763
verified: no, type: dot_precision
value: 63.90505003490807
verified: no, type: dot_recall
value: 72.45382585751979
verified: no, type: euclidean_accuracy
value: 86.36228169517793
verified: no, type: euclidean_ap
value: 75.51438087434647
verified: no, type: euclidean_f1
value: 68.02370523061066
verified: no, type: euclidean_precision
value: 66.46525679758308
verified: no, type: euclidean_recall
value: 69.65699208443272
verified: no, type: manhattan_accuracy
value: 86.46361089586935
verified: no, type: manhattan_ap
value: 75.50800785730111
verified: no, type: manhattan_f1
value: 67.9220437187253
verified: no, type: manhattan_precision
value: 67.79705573080967
verified: no, type: manhattan_recall
value: 68.04749340369392
verified: no, type: max_accuracy
value: 86.46361089586935
verified: no, type: max_ap
value: 75.53126388573047
verified: no, type: max_f1
value: 68.02370523061066
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: 88.80350836341057
verified: no, type: cos_sim_ap
value: 85.51101933260743
verified: no, type: cos_sim_f1
value: 77.9152271629704
verified: no, type: cos_sim_precision
value: 75.27815662910056
verified: no, type: cos_sim_recall
value: 80.74376347397599
verified: no, type: dot_accuracy
value: 88.84425815966158
verified: no, type: dot_ap
value: 85.49726945962519
verified: no, type: dot_f1
value: 77.94445269567801
verified: no, type: dot_precision
value: 75.27251864601261
verified: no, type: dot_recall
value: 80.81305820757623
verified: no, type: euclidean_accuracy
value: 88.80350836341057
verified: no, type: euclidean_ap
value: 85.4882880790211
verified: no, type: euclidean_f1
value: 77.87063284615103
verified: no, type: euclidean_precision
value: 74.61022927689595
verified: no, type: euclidean_recall
value: 81.42901139513397
verified: no, type: manhattan_accuracy
value: 88.7161873714441
verified: no, type: manhattan_ap
value: 85.45753871906821
verified: no, type: manhattan_f1
value: 77.8686401480111
verified: no, type: manhattan_precision
value: 74.95903683123174
verified: no, type: manhattan_recall
value: 81.01324299353249
verified: no, type: max_accuracy
value: 88.84425815966158
verified: no, type: max_ap
value: 85.51101933260743
verified: no, type: max_f1
value: 77.94445269567801
verified: no
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Created: 2024-11-27 22:22:29