Model: Alibaba-NLP/gte-Qwen1.5-7B-instruct
Author: Alibaba-NLP
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, qwen2, text-generation, mteb, transformers, Qwen, sentence-similarity, custom_code, arxiv:2308.03281, license:apache-2.0, model-index, text-generation-inference, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: mteb, sentence-transformers, transformers, Qwen, sentence-similarity
license: apache-2.0
model-index: name: gte-qwen1.5-7b
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 83.16417910447761
verified: no, type: ap
value: 49.37655308937739
verified: no, type: f1
value: 77.52987230462615
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 96.6959
verified: no, type: ap
value: 94.90885739242472
verified: no, type: f1
value: 96.69477648952649
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: 62.168
verified: no, type: f1
value: 60.411431278343755
verified: no, task: type: Retrieval
dataset: type: mteb/arguana
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 36.415
verified: no, type: map_at_10
value: 53.505
verified: no, type: map_at_100
value: 54.013
verified: no, type: map_at_1000
value: 54.013
verified: no, type: map_at_3
value: 48.459
verified: no, type: map_at_5
value: 51.524
verified: no, type: mrr_at_1
value: 36.842000000000006
verified: no, type: mrr_at_10
value: 53.679
verified: no, type: mrr_at_100
value: 54.17999999999999
verified: no, type: mrr_at_1000
value: 54.17999999999999
verified: no, type: mrr_at_3
value: 48.613
verified: no, type: mrr_at_5
value: 51.696
verified: no, type: ndcg_at_1
value: 36.415
verified: no, type: ndcg_at_10
value: 62.644999999999996
verified: no, type: ndcg_at_100
value: 64.60000000000001
verified: no, type: ndcg_at_1000
value: 64.60000000000001
verified: no, type: ndcg_at_3
value: 52.44799999999999
verified: no, type: ndcg_at_5
value: 57.964000000000006
verified: no, type: precision_at_1
value: 36.415
verified: no, type: precision_at_10
value: 9.161
verified: no, type: precision_at_100
value: 0.996
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 21.337
verified: no, type: precision_at_5
value: 15.476999999999999
verified: no, type: recall_at_1
value: 36.415
verified: no, type: recall_at_10
value: 91.607
verified: no, type: recall_at_100
value: 99.644
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 64.011
verified: no, type: recall_at_5
value: 77.383
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: 56.40183100758549
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: 51.44814171373338
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 66.00208703259058
verified: no, type: mrr
value: 78.95165545442553
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 82.12591694410098
verified: no, type: cos_sim_spearman
value: 81.11570369802254
verified: no, type: euclidean_pearson
value: 80.91709076204458
verified: no, type: euclidean_spearman
value: 81.11570369802254
verified: no, type: manhattan_pearson
value: 80.71719561024605
verified: no, type: manhattan_spearman
value: 81.21510355327713
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 81.67857142857142
verified: no, type: f1
value: 80.84103272994895
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: 49.008657468552016
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: 45.05901064421589
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 32.694
verified: no, type: map_at_10
value: 43.895
verified: no, type: map_at_100
value: 45.797
verified: no, type: map_at_1000
value: 45.922000000000004
verified: no, type: map_at_3
value: 40.141
verified: no, type: map_at_5
value: 42.077
verified: no, type: mrr_at_1
value: 40.2
verified: no, type: mrr_at_10
value: 50.11
verified: no, type: mrr_at_100
value: 51.101
verified: no, type: mrr_at_1000
value: 51.13100000000001
verified: no, type: mrr_at_3
value: 47.735
verified: no, type: mrr_at_5
value: 48.922
verified: no, type: ndcg_at_1
value: 40.2
verified: no, type: ndcg_at_10
value: 50.449999999999996
verified: no, type: ndcg_at_100
value: 56.85
verified: no, type: ndcg_at_1000
value: 58.345
verified: no, type: ndcg_at_3
value: 45.261
verified: no, type: ndcg_at_5
value: 47.298
verified: no, type: precision_at_1
value: 40.2
verified: no, type: precision_at_10
value: 9.742
verified: no, type: precision_at_100
value: 1.6480000000000001
verified: no, type: precision_at_1000
value: 0.214
verified: no, type: precision_at_3
value: 21.841
verified: no, type: precision_at_5
value: 15.68
verified: no, type: recall_at_1
value: 32.694
verified: no, type: recall_at_10
value: 62.751999999999995
verified: no, type: recall_at_100
value: 88.619
verified: no, type: recall_at_1000
value: 97.386
verified: no, type: recall_at_3
value: 47.087
verified: no, type: recall_at_5
value: 53.108999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 27.849
verified: no, type: map_at_10
value: 37.938
verified: no, type: map_at_100
value: 39.211
verified: no, type: map_at_1000
value: 39.333
verified: no, type: map_at_3
value: 35.314
verified: no, type: map_at_5
value: 36.666
verified: no, type: mrr_at_1
value: 34.904
verified: no, type: mrr_at_10
value: 43.869
verified: no, type: mrr_at_100
value: 44.614
verified: no, type: mrr_at_1000
value: 44.662
verified: no, type: mrr_at_3
value: 41.815000000000005
verified: no, type: mrr_at_5
value: 42.943
verified: no, type: ndcg_at_1
value: 34.904
verified: no, type: ndcg_at_10
value: 43.605
verified: no, type: ndcg_at_100
value: 48.339999999999996
verified: no, type: ndcg_at_1000
value: 50.470000000000006
verified: no, type: ndcg_at_3
value: 39.835
verified: no, type: ndcg_at_5
value: 41.364000000000004
verified: no, type: precision_at_1
value: 34.904
verified: no, type: precision_at_10
value: 8.222999999999999
verified: no, type: precision_at_100
value: 1.332
verified: no, type: precision_at_1000
value: 0.183
verified: no, type: precision_at_3
value: 19.575
verified: no, type: precision_at_5
value: 13.58
verified: no, type: recall_at_1
value: 27.849
verified: no, type: recall_at_10
value: 53.635
verified: no, type: recall_at_100
value: 73.932
verified: no, type: recall_at_1000
value: 87.29599999999999
verified: no, type: recall_at_3
value: 42.019
verified: no, type: recall_at_5
value: 46.58
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 29.182999999999996
verified: no, type: map_at_10
value: 41.233
verified: no, type: map_at_100
value: 42.52
verified: no, type: map_at_1000
value: 42.589
verified: no, type: map_at_3
value: 37.284
verified: no, type: map_at_5
value: 39.586
verified: no, type: mrr_at_1
value: 33.793
verified: no, type: mrr_at_10
value: 44.572
verified: no, type: mrr_at_100
value: 45.456
verified: no, type: mrr_at_1000
value: 45.497
verified: no, type: mrr_at_3
value: 41.275
verified: no, type: mrr_at_5
value: 43.278
verified: no, type: ndcg_at_1
value: 33.793
verified: no, type: ndcg_at_10
value: 47.823
verified: no, type: ndcg_at_100
value: 52.994
verified: no, type: ndcg_at_1000
value: 54.400000000000006
verified: no, type: ndcg_at_3
value: 40.82
verified: no, type: ndcg_at_5
value: 44.426
verified: no, type: precision_at_1
value: 33.793
verified: no, type: precision_at_10
value: 8.312999999999999
verified: no, type: precision_at_100
value: 1.191
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 18.662
verified: no, type: precision_at_5
value: 13.668
verified: no, type: recall_at_1
value: 29.182999999999996
verified: no, type: recall_at_10
value: 64.14999999999999
verified: no, type: recall_at_100
value: 86.533
verified: no, type: recall_at_1000
value: 96.492
verified: no, type: recall_at_3
value: 45.7
verified: no, type: recall_at_5
value: 54.330999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 24.389
verified: no, type: map_at_10
value: 33.858
verified: no, type: map_at_100
value: 35.081
verified: no, type: map_at_1000
value: 35.161
verified: no, type: map_at_3
value: 30.793
verified: no, type: map_at_5
value: 32.336
verified: no, type: mrr_at_1
value: 27.006000000000004
verified: no, type: mrr_at_10
value: 36.378
verified: no, type: mrr_at_100
value: 37.345
verified: no, type: mrr_at_1000
value: 37.405
verified: no, type: mrr_at_3
value: 33.578
verified: no, type: mrr_at_5
value: 34.991
verified: no, type: ndcg_at_1
value: 27.006000000000004
verified: no, type: ndcg_at_10
value: 39.612
verified: no, type: ndcg_at_100
value: 45.216
verified: no, type: ndcg_at_1000
value: 47.12
verified: no, type: ndcg_at_3
value: 33.566
verified: no, type: ndcg_at_5
value: 36.105
verified: no, type: precision_at_1
value: 27.006000000000004
verified: no, type: precision_at_10
value: 6.372999999999999
verified: no, type: precision_at_100
value: 0.968
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 14.501
verified: no, type: precision_at_5
value: 10.169
verified: no, type: recall_at_1
value: 24.389
verified: no, type: recall_at_10
value: 55.131
verified: no, type: recall_at_100
value: 80.315
verified: no, type: recall_at_1000
value: 94.284
verified: no, type: recall_at_3
value: 38.643
verified: no, type: recall_at_5
value: 44.725
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
value: 15.845999999999998
verified: no, type: map_at_10
value: 25.019000000000002
verified: no, type: map_at_100
value: 26.478
verified: no, type: map_at_1000
value: 26.598
verified: no, type: map_at_3
value: 21.595
verified: no, type: map_at_5
value: 23.335
verified: no, type: mrr_at_1
value: 20.274
verified: no, type: mrr_at_10
value: 29.221000000000004
verified: no, type: mrr_at_100
value: 30.354999999999997
verified: no, type: mrr_at_1000
value: 30.419
verified: no, type: mrr_at_3
value: 26.161
verified: no, type: mrr_at_5
value: 27.61
verified: no, type: ndcg_at_1
value: 20.274
verified: no, type: ndcg_at_10
value: 31.014000000000003
verified: no, type: ndcg_at_100
value: 37.699
verified: no, type: ndcg_at_1000
value: 40.363
verified: no, type: ndcg_at_3
value: 24.701999999999998
verified: no, type: ndcg_at_5
value: 27.261999999999997
verified: no, type: precision_at_1
value: 20.274
verified: no, type: precision_at_10
value: 6.219
verified: no, type: precision_at_100
value: 1.101
verified: no, type: precision_at_1000
value: 0.146
verified: no, type: precision_at_3
value: 12.231
verified: no, type: precision_at_5
value: 9.129
verified: no, type: recall_at_1
value: 15.845999999999998
verified: no, type: recall_at_10
value: 45.358
verified: no, type: recall_at_100
value: 74.232
verified: no, type: recall_at_1000
value: 92.985
verified: no, type: recall_at_3
value: 28.050000000000004
verified: no, type: recall_at_5
value: 34.588
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 33.808
verified: no, type: map_at_10
value: 46.86
verified: no, type: map_at_100
value: 48.237
verified: no, type: map_at_1000
value: 48.331
verified: no, type: map_at_3
value: 42.784
verified: no, type: map_at_5
value: 45.015
verified: no, type: mrr_at_1
value: 41.771
verified: no, type: mrr_at_10
value: 52.35300000000001
verified: no, type: mrr_at_100
value: 53.102000000000004
verified: no, type: mrr_at_1000
value: 53.132999999999996
verified: no, type: mrr_at_3
value: 49.663000000000004
verified: no, type: mrr_at_5
value: 51.27
verified: no, type: ndcg_at_1
value: 41.771
verified: no, type: ndcg_at_10
value: 53.562
verified: no, type: ndcg_at_100
value: 58.809999999999995
verified: no, type: ndcg_at_1000
value: 60.23
verified: no, type: ndcg_at_3
value: 47.514
verified: no, type: ndcg_at_5
value: 50.358999999999995
verified: no, type: precision_at_1
value: 41.771
verified: no, type: precision_at_10
value: 10.038
verified: no, type: precision_at_100
value: 1.473
verified: no, type: precision_at_1000
value: 0.17600000000000002
verified: no, type: precision_at_3
value: 22.875
verified: no, type: precision_at_5
value: 16.477
verified: no, type: recall_at_1
value: 33.808
verified: no, type: recall_at_10
value: 67.721
verified: no, type: recall_at_100
value: 89.261
verified: no, type: recall_at_1000
value: 98.042
verified: no, type: recall_at_3
value: 50.807
verified: no, type: recall_at_5
value: 58.162000000000006
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 28.105000000000004
verified: no, type: map_at_10
value: 40.354
verified: no, type: map_at_100
value: 41.921
verified: no, type: map_at_1000
value: 42.021
verified: no, type: map_at_3
value: 36.532
verified: no, type: map_at_5
value: 38.671
verified: no, type: mrr_at_1
value: 34.475
verified: no, type: mrr_at_10
value: 45.342
verified: no, type: mrr_at_100
value: 46.300000000000004
verified: no, type: mrr_at_1000
value: 46.343
verified: no, type: mrr_at_3
value: 42.637
verified: no, type: mrr_at_5
value: 44.207
verified: no, type: ndcg_at_1
value: 34.475
verified: no, type: ndcg_at_10
value: 46.945
verified: no, type: ndcg_at_100
value: 52.939
verified: no, type: ndcg_at_1000
value: 54.645999999999994
verified: no, type: ndcg_at_3
value: 41.065000000000005
verified: no, type: ndcg_at_5
value: 43.832
verified: no, type: precision_at_1
value: 34.475
verified: no, type: precision_at_10
value: 8.892999999999999
verified: no, type: precision_at_100
value: 1.377
verified: no, type: precision_at_1000
value: 0.17099999999999999
verified: no, type: precision_at_3
value: 20.091
verified: no, type: precision_at_5
value: 14.452000000000002
verified: no, type: recall_at_1
value: 28.105000000000004
verified: no, type: recall_at_10
value: 61.253
verified: no, type: recall_at_100
value: 85.92
verified: no, type: recall_at_1000
value: 96.799
verified: no, type: recall_at_3
value: 45.094
verified: no, type: recall_at_5
value: 52.455
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 24.613833333333332
verified: no, type: map_at_10
value: 34.763
verified: no, type: map_at_100
value: 36.17066666666667
verified: no, type: map_at_1000
value: 36.2905
verified: no, type: map_at_3
value: 31.53541666666666
verified: no, type: map_at_5
value: 33.29216666666667
verified: no, type: mrr_at_1
value: 29.48725
verified: no, type: mrr_at_10
value: 38.92066666666667
verified: no, type: mrr_at_100
value: 39.88725000000001
verified: no, type: mrr_at_1000
value: 39.9435
verified: no, type: mrr_at_3
value: 36.284083333333335
verified: no, type: mrr_at_5
value: 37.73941666666667
verified: no, type: ndcg_at_1
value: 29.48725
verified: no, type: ndcg_at_10
value: 40.635083333333334
verified: no, type: ndcg_at_100
value: 46.479416666666665
verified: no, type: ndcg_at_1000
value: 48.63308333333334
verified: no, type: ndcg_at_3
value: 35.19483333333333
verified: no, type: ndcg_at_5
value: 37.68016666666667
verified: no, type: precision_at_1
value: 29.48725
verified: no, type: precision_at_10
value: 7.406499999999998
verified: no, type: precision_at_100
value: 1.2225833333333334
verified: no, type: precision_at_1000
value: 0.16108333333333336
verified: no, type: precision_at_3
value: 16.53375
verified: no, type: precision_at_5
value: 11.919416666666665
verified: no, type: recall_at_1
value: 24.613833333333332
verified: no, type: recall_at_10
value: 53.91766666666666
verified: no, type: recall_at_100
value: 79.18
verified: no, type: recall_at_1000
value: 93.85133333333333
verified: no, type: recall_at_3
value: 38.866166666666665
verified: no, type: recall_at_5
value: 45.21275000000001
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 25.106
verified: no, type: map_at_10
value: 33.367999999999995
verified: no, type: map_at_100
value: 34.586
verified: no, type: map_at_1000
value: 34.681
verified: no, type: map_at_3
value: 31.022
verified: no, type: map_at_5
value: 32.548
verified: no, type: mrr_at_1
value: 28.374
verified: no, type: mrr_at_10
value: 36.521
verified: no, type: mrr_at_100
value: 37.55
verified: no, type: mrr_at_1000
value: 37.614999999999995
verified: no, type: mrr_at_3
value: 34.509
verified: no, type: mrr_at_5
value: 35.836
verified: no, type: ndcg_at_1
value: 28.374
verified: no, type: ndcg_at_10
value: 37.893
verified: no, type: ndcg_at_100
value: 43.694
verified: no, type: ndcg_at_1000
value: 46.001999999999995
verified: no, type: ndcg_at_3
value: 33.825
verified: no, type: ndcg_at_5
value: 36.201
verified: no, type: precision_at_1
value: 28.374
verified: no, type: precision_at_10
value: 5.966
verified: no, type: precision_at_100
value: 0.9650000000000001
verified: no, type: precision_at_1000
value: 0.124
verified: no, type: precision_at_3
value: 14.774999999999999
verified: no, type: precision_at_5
value: 10.459999999999999
verified: no, type: recall_at_1
value: 25.106
verified: no, type: recall_at_10
value: 48.607
verified: no, type: recall_at_100
value: 74.66000000000001
verified: no, type: recall_at_1000
value: 91.562
verified: no, type: recall_at_3
value: 37.669999999999995
verified: no, type: recall_at_5
value: 43.484
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 13.755
verified: no, type: map_at_10
value: 20.756
verified: no, type: map_at_100
value: 22.05
verified: no, type: map_at_1000
value: 22.201
verified: no, type: map_at_3
value: 18.243000000000002
verified: no, type: map_at_5
value: 19.512
verified: no, type: mrr_at_1
value: 16.93
verified: no, type: mrr_at_10
value: 24.276
verified: no, type: mrr_at_100
value: 25.349
verified: no, type: mrr_at_1000
value: 25.441000000000003
verified: no, type: mrr_at_3
value: 21.897
verified: no, type: mrr_at_5
value: 23.134
verified: no, type: ndcg_at_1
value: 16.93
verified: no, type: ndcg_at_10
value: 25.508999999999997
verified: no, type: ndcg_at_100
value: 31.777
verified: no, type: ndcg_at_1000
value: 35.112
verified: no, type: ndcg_at_3
value: 20.896
verified: no, type: ndcg_at_5
value: 22.857
verified: no, type: precision_at_1
value: 16.93
verified: no, type: precision_at_10
value: 4.972
verified: no, type: precision_at_100
value: 0.963
verified: no, type: precision_at_1000
value: 0.145
verified: no, type: precision_at_3
value: 10.14
verified: no, type: precision_at_5
value: 7.536
verified: no, type: recall_at_1
value: 13.755
verified: no, type: recall_at_10
value: 36.46
verified: no, type: recall_at_100
value: 64.786
verified: no, type: recall_at_1000
value: 88.287
verified: no, type: recall_at_3
value: 23.681
verified: no, type: recall_at_5
value: 28.615000000000002
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 26.99
verified: no, type: map_at_10
value: 38.009
verified: no, type: map_at_100
value: 39.384
verified: no, type: map_at_1000
value: 39.481
verified: no, type: map_at_3
value: 34.593
verified: no, type: map_at_5
value: 36.449999999999996
verified: no, type: mrr_at_1
value: 31.81
verified: no, type: mrr_at_10
value: 41.943000000000005
verified: no, type: mrr_at_100
value: 42.914
verified: no, type: mrr_at_1000
value: 42.962
verified: no, type: mrr_at_3
value: 39.179
verified: no, type: mrr_at_5
value: 40.798
verified: no, type: ndcg_at_1
value: 31.81
verified: no, type: ndcg_at_10
value: 44.086
verified: no, type: ndcg_at_100
value: 50.026
verified: no, type: ndcg_at_1000
value: 51.903999999999996
verified: no, type: ndcg_at_3
value: 38.23
verified: no, type: ndcg_at_5
value: 40.926
verified: no, type: precision_at_1
value: 31.81
verified: no, type: precision_at_10
value: 7.761
verified: no, type: precision_at_100
value: 1.205
verified: no, type: precision_at_1000
value: 0.148
verified: no, type: precision_at_3
value: 17.537
verified: no, type: precision_at_5
value: 12.649
verified: no, type: recall_at_1
value: 26.99
verified: no, type: recall_at_10
value: 58.467
verified: no, type: recall_at_100
value: 83.93
verified: no, type: recall_at_1000
value: 96.452
verified: no, type: recall_at_3
value: 42.685
verified: no, type: recall_at_5
value: 49.341
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 25.312
verified: no, type: map_at_10
value: 35.788
verified: no, type: map_at_100
value: 37.616
verified: no, type: map_at_1000
value: 37.86
verified: no, type: map_at_3
value: 32.422000000000004
verified: no, type: map_at_5
value: 34.585
verified: no, type: mrr_at_1
value: 30.631999999999998
verified: no, type: mrr_at_10
value: 40.604
verified: no, type: mrr_at_100
value: 41.745
verified: no, type: mrr_at_1000
value: 41.788
verified: no, type: mrr_at_3
value: 37.582
verified: no, type: mrr_at_5
value: 39.499
verified: no, type: ndcg_at_1
value: 30.631999999999998
verified: no, type: ndcg_at_10
value: 42.129
verified: no, type: ndcg_at_100
value: 48.943
verified: no, type: ndcg_at_1000
value: 51.089
verified: no, type: ndcg_at_3
value: 36.658
verified: no, type: ndcg_at_5
value: 39.818999999999996
verified: no, type: precision_at_1
value: 30.631999999999998
verified: no, type: precision_at_10
value: 7.904999999999999
verified: no, type: precision_at_100
value: 1.664
verified: no, type: precision_at_1000
value: 0.256
verified: no, type: precision_at_3
value: 16.996
verified: no, type: precision_at_5
value: 12.727
verified: no, type: recall_at_1
value: 25.312
verified: no, type: recall_at_10
value: 54.886
verified: no, type: recall_at_100
value: 84.155
verified: no, type: recall_at_1000
value: 96.956
verified: no, type: recall_at_3
value: 40.232
verified: no, type: recall_at_5
value: 48.204
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 12.328999999999999
verified: no, type: map_at_10
value: 20.078
verified: no, type: map_at_100
value: 21.166999999999998
verified: no, type: map_at_1000
value: 21.308
verified: no, type: map_at_3
value: 17.702
verified: no, type: map_at_5
value: 18.725
verified: no, type: mrr_at_1
value: 13.678
verified: no, type: mrr_at_10
value: 21.859
verified: no, type: mrr_at_100
value: 22.816
verified: no, type: mrr_at_1000
value: 22.926
verified: no, type: mrr_at_3
value: 19.378
verified: no, type: mrr_at_5
value: 20.385
verified: no, type: ndcg_at_1
value: 13.678
verified: no, type: ndcg_at_10
value: 24.993000000000002
verified: no, type: ndcg_at_100
value: 30.464999999999996
verified: no, type: ndcg_at_1000
value: 33.916000000000004
verified: no, type: ndcg_at_3
value: 19.966
verified: no, type: ndcg_at_5
value: 21.712999999999997
verified: no, type: precision_at_1
value: 13.678
verified: no, type: precision_at_10
value: 4.473
verified: no, type: precision_at_100
value: 0.784
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 9.181000000000001
verified: no, type: precision_at_5
value: 6.506
verified: no, type: recall_at_1
value: 12.328999999999999
verified: no, type: recall_at_10
value: 38.592
verified: no, type: recall_at_100
value: 63.817
verified: no, type: recall_at_1000
value: 89.67500000000001
verified: no, type: recall_at_3
value: 24.726
verified: no, type: recall_at_5
value: 28.959000000000003
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: 19.147
verified: no, type: map_at_10
value: 33.509
verified: no, type: map_at_100
value: 35.573
verified: no, type: map_at_1000
value: 35.769
verified: no, type: map_at_3
value: 27.983999999999998
verified: no, type: map_at_5
value: 31.012
verified: no, type: mrr_at_1
value: 43.844
verified: no, type: mrr_at_10
value: 56.24
verified: no, type: mrr_at_100
value: 56.801
verified: no, type: mrr_at_1000
value: 56.826
verified: no, type: mrr_at_3
value: 53.290000000000006
verified: no, type: mrr_at_5
value: 55.13
verified: no, type: ndcg_at_1
value: 43.844
verified: no, type: ndcg_at_10
value: 43.996
verified: no, type: ndcg_at_100
value: 50.965
verified: no, type: ndcg_at_1000
value: 53.927
verified: no, type: ndcg_at_3
value: 37.263000000000005
verified: no, type: ndcg_at_5
value: 39.553
verified: no, type: precision_at_1
value: 43.844
verified: no, type: precision_at_10
value: 13.687
verified: no, type: precision_at_100
value: 2.139
verified: no, type: precision_at_1000
value: 0.269
verified: no, type: precision_at_3
value: 28.122000000000003
verified: no, type: precision_at_5
value: 21.303
verified: no, type: recall_at_1
value: 19.147
verified: no, type: recall_at_10
value: 50.449999999999996
verified: no, type: recall_at_100
value: 74.00099999999999
verified: no, type: recall_at_1000
value: 90.098
verified: no, type: recall_at_3
value: 33.343
verified: no, type: recall_at_5
value: 40.744
verified: no, task: type: Retrieval
dataset: type: mteb/dbpedia
name: MTEB DBPedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 8.773
verified: no, type: map_at_10
value: 21.172
verified: no, type: map_at_100
value: 30.244
verified: no, type: map_at_1000
value: 32.127
verified: no, type: map_at_3
value: 14.510000000000002
verified: no, type: map_at_5
value: 17.483
verified: no, type: mrr_at_1
value: 68.25
verified: no, type: mrr_at_10
value: 77.33
verified: no, type: mrr_at_100
value: 77.529
verified: no, type: mrr_at_1000
value: 77.536
verified: no, type: mrr_at_3
value: 75.708
verified: no, type: mrr_at_5
value: 76.72099999999999
verified: no, type: ndcg_at_1
value: 60
verified: no, type: ndcg_at_10
value: 48.045
verified: no, type: ndcg_at_100
value: 51.620999999999995
verified: no, type: ndcg_at_1000
value: 58.843999999999994
verified: no, type: ndcg_at_3
value: 52.922000000000004
verified: no, type: ndcg_at_5
value: 50.27
verified: no, type: precision_at_1
value: 68.25
verified: no, type: precision_at_10
value: 37.625
verified: no, type: precision_at_100
value: 11.774999999999999
verified: no, type: precision_at_1000
value: 2.395
verified: no, type: precision_at_3
value: 55.25
verified: no, type: precision_at_5
value: 47.599999999999994
verified: no, type: recall_at_1
value: 8.773
verified: no, type: recall_at_10
value: 27.332
verified: no, type: recall_at_100
value: 55.48499999999999
verified: no, type: recall_at_1000
value: 79.886
verified: no, type: recall_at_3
value: 15.823
verified: no, type: recall_at_5
value: 20.523
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 54.52999999999999
verified: no, type: f1
value: 47.396628088963645
verified: no, task: type: Retrieval
dataset: type: mteb/fever
name: MTEB FEVER
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 85.397
verified: no, type: map_at_10
value: 90.917
verified: no, type: map_at_100
value: 91.109
verified: no, type: map_at_1000
value: 91.121
verified: no, type: map_at_3
value: 90.045
verified: no, type: map_at_5
value: 90.602
verified: no, type: mrr_at_1
value: 92.00399999999999
verified: no, type: mrr_at_10
value: 95.39999999999999
verified: no, type: mrr_at_100
value: 95.41
verified: no, type: mrr_at_1000
value: 95.41
verified: no, type: mrr_at_3
value: 95.165
verified: no, type: mrr_at_5
value: 95.348
verified: no, type: ndcg_at_1
value: 92.00399999999999
verified: no, type: ndcg_at_10
value: 93.345
verified: no, type: ndcg_at_100
value: 93.934
verified: no, type: ndcg_at_1000
value: 94.108
verified: no, type: ndcg_at_3
value: 92.32000000000001
verified: no, type: ndcg_at_5
value: 92.899
verified: no, type: precision_at_1
value: 92.00399999999999
verified: no, type: precision_at_10
value: 10.839
verified: no, type: precision_at_100
value: 1.1440000000000001
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 34.298
verified: no, type: precision_at_5
value: 21.128
verified: no, type: recall_at_1
value: 85.397
verified: no, type: recall_at_10
value: 96.375
verified: no, type: recall_at_100
value: 98.518
verified: no, type: recall_at_1000
value: 99.515
verified: no, type: recall_at_3
value: 93.59100000000001
verified: no, type: recall_at_5
value: 95.134
verified: no, task: type: Retrieval
dataset: type: mteb/fiqa
name: MTEB FiQA2018
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 27.36
verified: no, type: map_at_10
value: 46.847
verified: no, type: map_at_100
value: 49.259
verified: no, type: map_at_1000
value: 49.389
verified: no, type: map_at_3
value: 41.095
verified: no, type: map_at_5
value: 44.084
verified: no, type: mrr_at_1
value: 51.852
verified: no, type: mrr_at_10
value: 61.67
verified: no, type: mrr_at_100
value: 62.395999999999994
verified: no, type: mrr_at_1000
value: 62.414
verified: no, type: mrr_at_3
value: 59.465
verified: no, type: mrr_at_5
value: 60.584
verified: no, type: ndcg_at_1
value: 51.852
verified: no, type: ndcg_at_10
value: 55.311
verified: no, type: ndcg_at_100
value: 62.6
verified: no, type: ndcg_at_1000
value: 64.206
verified: no, type: ndcg_at_3
value: 51.159
verified: no, type: ndcg_at_5
value: 52.038
verified: no, type: precision_at_1
value: 51.852
verified: no, type: precision_at_10
value: 15.370000000000001
verified: no, type: precision_at_100
value: 2.282
verified: no, type: precision_at_1000
value: 0.258
verified: no, type: precision_at_3
value: 34.721999999999994
verified: no, type: precision_at_5
value: 24.846
verified: no, type: recall_at_1
value: 27.36
verified: no, type: recall_at_10
value: 63.932
verified: no, type: recall_at_100
value: 89.824
verified: no, type: recall_at_1000
value: 98.556
verified: no, type: recall_at_3
value: 47.227999999999994
verified: no, type: recall_at_5
value: 53.724000000000004
verified: no, task: type: Retrieval
dataset: type: mteb/hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
value: 40.655
verified: no, type: map_at_10
value: 63.824999999999996
verified: no, type: map_at_100
value: 64.793
verified: no, type: map_at_1000
value: 64.848
verified: no, type: map_at_3
value: 60.221000000000004
verified: no, type: map_at_5
value: 62.474
verified: no, type: mrr_at_1
value: 81.31
verified: no, type: mrr_at_10
value: 86.509
verified: no, type: mrr_at_100
value: 86.677
verified: no, type: mrr_at_1000
value: 86.682
verified: no, type: mrr_at_3
value: 85.717
verified: no, type: mrr_at_5
value: 86.21
verified: no, type: ndcg_at_1
value: 81.31
verified: no, type: ndcg_at_10
value: 72.251
verified: no, type: ndcg_at_100
value: 75.536
verified: no, type: ndcg_at_1000
value: 76.558
verified: no, type: ndcg_at_3
value: 67.291
verified: no, type: ndcg_at_5
value: 70.045
verified: no, type: precision_at_1
value: 81.31
verified: no, type: precision_at_10
value: 15.082999999999998
verified: no, type: precision_at_100
value: 1.764
verified: no, type: precision_at_1000
value: 0.19
verified: no, type: precision_at_3
value: 42.971
verified: no, type: precision_at_5
value: 27.956999999999997
verified: no, type: recall_at_1
value: 40.655
verified: no, type: recall_at_10
value: 75.41499999999999
verified: no, type: recall_at_100
value: 88.224
verified: no, type: recall_at_1000
value: 94.943
verified: no, type: recall_at_3
value: 64.456
verified: no, type: recall_at_5
value: 69.892
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 95.58120000000001
verified: no, type: ap
value: 93.0407063004784
verified: no, type: f1
value: 95.57849992996822
verified: no, task: type: Retrieval
dataset: type: mteb/msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
value: 22.031
verified: no, type: map_at_10
value: 34.628
verified: no, type: map_at_100
value: 35.833
verified: no, type: map_at_1000
value: 35.881
verified: no, type: map_at_3
value: 30.619000000000003
verified: no, type: map_at_5
value: 32.982
verified: no, type: mrr_at_1
value: 22.736
verified: no, type: mrr_at_10
value: 35.24
verified: no, type: mrr_at_100
value: 36.381
verified: no, type: mrr_at_1000
value: 36.424
verified: no, type: mrr_at_3
value: 31.287
verified: no, type: mrr_at_5
value: 33.617000000000004
verified: no, type: ndcg_at_1
value: 22.736
verified: no, type: ndcg_at_10
value: 41.681000000000004
verified: no, type: ndcg_at_100
value: 47.371
verified: no, type: ndcg_at_1000
value: 48.555
verified: no, type: ndcg_at_3
value: 33.553
verified: no, type: ndcg_at_5
value: 37.771
verified: no, type: precision_at_1
value: 22.736
verified: no, type: precision_at_10
value: 6.625
verified: no, type: precision_at_100
value: 0.9450000000000001
verified: no, type: precision_at_1000
value: 0.105
verified: no, type: precision_at_3
value: 14.331
verified: no, type: precision_at_5
value: 10.734
verified: no, type: recall_at_1
value: 22.031
verified: no, type: recall_at_10
value: 63.378
verified: no, type: recall_at_100
value: 89.47699999999999
verified: no, type: recall_at_1000
value: 98.48400000000001
verified: no, type: recall_at_3
value: 41.388000000000005
verified: no, type: recall_at_5
value: 51.522999999999996
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 95.75239398084815
verified: no, type: f1
value: 95.51228043205194
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 84.25900592795259
verified: no, type: f1
value: 62.14790420114562
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: 78.47007397444519
verified: no, type: f1
value: 76.92133583932912
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: 78.19098856758575
verified: no, type: f1
value: 78.10820805879119
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: 44.37013684222983
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: 42.003012591979704
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.70743071063257
verified: no, type: mrr
value: 33.938337390083994
verified: no, task: type: Retrieval
dataset: type: mteb/nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 6.369
verified: no, type: map_at_10
value: 14.313
verified: no, type: map_at_100
value: 18.329
verified: no, type: map_at_1000
value: 20.017
verified: no, type: map_at_3
value: 10.257
verified: no, type: map_at_5
value: 12.264999999999999
verified: no, type: mrr_at_1
value: 49.536
verified: no, type: mrr_at_10
value: 58.464000000000006
verified: no, type: mrr_at_100
value: 59.016000000000005
verified: no, type: mrr_at_1000
value: 59.053
verified: no, type: mrr_at_3
value: 56.294999999999995
verified: no, type: mrr_at_5
value: 57.766
verified: no, type: ndcg_at_1
value: 47.678
verified: no, type: ndcg_at_10
value: 38.246
verified: no, type: ndcg_at_100
value: 35.370000000000005
verified: no, type: ndcg_at_1000
value: 44.517
verified: no, type: ndcg_at_3
value: 43.368
verified: no, type: ndcg_at_5
value: 41.892
verified: no, type: precision_at_1
value: 49.536
verified: no, type: precision_at_10
value: 28.235
verified: no, type: precision_at_100
value: 9.014999999999999
verified: no, type: precision_at_1000
value: 2.257
verified: no, type: precision_at_3
value: 40.557
verified: no, type: precision_at_5
value: 36.409000000000006
verified: no, type: recall_at_1
value: 6.369
verified: no, type: recall_at_10
value: 19.195999999999998
verified: no, type: recall_at_100
value: 37.042
verified: no, type: recall_at_1000
value: 69.203
verified: no, type: recall_at_3
value: 11.564
verified: no, type: recall_at_5
value: 15.264
verified: no, task: type: Retrieval
dataset: type: mteb/nq
name: MTEB NQ
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 39.323
verified: no, type: map_at_10
value: 54.608999999999995
verified: no, type: map_at_100
value: 55.523
verified: no, type: map_at_1000
value: 55.544000000000004
verified: no, type: map_at_3
value: 50.580000000000005
verified: no, type: map_at_5
value: 53.064
verified: no, type: mrr_at_1
value: 44.263999999999996
verified: no, type: mrr_at_10
value: 57.416
verified: no, type: mrr_at_100
value: 58.037000000000006
verified: no, type: mrr_at_1000
value: 58.05200000000001
verified: no, type: mrr_at_3
value: 54.330999999999996
verified: no, type: mrr_at_5
value: 56.302
verified: no, type: ndcg_at_1
value: 44.263999999999996
verified: no, type: ndcg_at_10
value: 61.785999999999994
verified: no, type: ndcg_at_100
value: 65.40599999999999
verified: no, type: ndcg_at_1000
value: 65.859
verified: no, type: ndcg_at_3
value: 54.518
verified: no, type: ndcg_at_5
value: 58.53699999999999
verified: no, type: precision_at_1
value: 44.263999999999996
verified: no, type: precision_at_10
value: 9.652
verified: no, type: precision_at_100
value: 1.169
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 24.15
verified: no, type: precision_at_5
value: 16.848
verified: no, type: recall_at_1
value: 39.323
verified: no, type: recall_at_10
value: 80.663
verified: no, type: recall_at_100
value: 96.072
verified: no, type: recall_at_1000
value: 99.37700000000001
verified: no, type: recall_at_3
value: 62.23
verified: no, type: recall_at_5
value: 71.379
verified: no, task: type: Retrieval
dataset: type: mteb/quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 72.02499999999999
verified: no, type: map_at_10
value: 86.14500000000001
verified: no, type: map_at_100
value: 86.764
verified: no, type: map_at_1000
value: 86.776
verified: no, type: map_at_3
value: 83.249
verified: no, type: map_at_5
value: 85.083
verified: no, type: mrr_at_1
value: 82.83
verified: no, type: mrr_at_10
value: 88.70599999999999
verified: no, type: mrr_at_100
value: 88.791
verified: no, type: mrr_at_1000
value: 88.791
verified: no, type: mrr_at_3
value: 87.815
verified: no, type: mrr_at_5
value: 88.435
verified: no, type: ndcg_at_1
value: 82.84
verified: no, type: ndcg_at_10
value: 89.61200000000001
verified: no, type: ndcg_at_100
value: 90.693
verified: no, type: ndcg_at_1000
value: 90.752
verified: no, type: ndcg_at_3
value: 86.96199999999999
verified: no, type: ndcg_at_5
value: 88.454
verified: no, type: precision_at_1
value: 82.84
verified: no, type: precision_at_10
value: 13.600000000000001
verified: no, type: precision_at_100
value: 1.543
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 38.092999999999996
verified: no, type: precision_at_5
value: 25.024
verified: no, type: recall_at_1
value: 72.02499999999999
verified: no, type: recall_at_10
value: 96.21600000000001
verified: no, type: recall_at_100
value: 99.76
verified: no, type: recall_at_1000
value: 99.996
verified: no, type: recall_at_3
value: 88.57000000000001
verified: no, type: recall_at_5
value: 92.814
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 73.37297191949929
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: 72.50752304246946
verified: no, task: type: Retrieval
dataset: type: mteb/scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.4479999999999995
verified: no, type: map_at_10
value: 17.268
verified: no, type: map_at_100
value: 20.502000000000002
verified: no, type: map_at_1000
value: 20.904
verified: no, type: map_at_3
value: 11.951
verified: no, type: map_at_5
value: 14.494000000000002
verified: no, type: mrr_at_1
value: 31.900000000000002
verified: no, type: mrr_at_10
value: 45.084999999999994
verified: no, type: mrr_at_100
value: 46.145
verified: no, type: mrr_at_1000
value: 46.164
verified: no, type: mrr_at_3
value: 41.6
verified: no, type: mrr_at_5
value: 43.76
verified: no, type: ndcg_at_1
value: 31.900000000000002
verified: no, type: ndcg_at_10
value: 27.694000000000003
verified: no, type: ndcg_at_100
value: 39.016
verified: no, type: ndcg_at_1000
value: 44.448
verified: no, type: ndcg_at_3
value: 26.279999999999998
verified: no, type: ndcg_at_5
value: 22.93
verified: no, type: precision_at_1
value: 31.900000000000002
verified: no, type: precision_at_10
value: 14.399999999999999
verified: no, type: precision_at_100
value: 3.082
verified: no, type: precision_at_1000
value: 0.436
verified: no, type: precision_at_3
value: 24.667
verified: no, type: precision_at_5
value: 20.200000000000003
verified: no, type: recall_at_1
value: 6.4479999999999995
verified: no, type: recall_at_10
value: 29.243000000000002
verified: no, type: recall_at_100
value: 62.547
verified: no, type: recall_at_1000
value: 88.40299999999999
verified: no, type: recall_at_3
value: 14.988000000000001
verified: no, type: recall_at_5
value: 20.485
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: 80.37839336866843
verified: no, type: cos_sim_spearman
value: 79.14737320486729
verified: no, type: euclidean_pearson
value: 78.74010870392799
verified: no, type: euclidean_spearman
value: 79.1472505448557
verified: no, type: manhattan_pearson
value: 78.76735626972086
verified: no, type: manhattan_spearman
value: 79.18509055331465
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 84.98947740740309
verified: no, type: cos_sim_spearman
value: 76.52068694652895
verified: no, type: euclidean_pearson
value: 81.10952542010847
verified: no, type: euclidean_spearman
value: 76.52162808897668
verified: no, type: manhattan_pearson
value: 81.13752577872523
verified: no, type: manhattan_spearman
value: 76.55073892851847
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: 88.14795728641734
verified: no, type: cos_sim_spearman
value: 88.62720469210905
verified: no, type: euclidean_pearson
value: 87.96160445129142
verified: no, type: euclidean_spearman
value: 88.62615925428736
verified: no, type: manhattan_pearson
value: 87.86760858379527
verified: no, type: manhattan_spearman
value: 88.5613166629411
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: 85.06444249948838
verified: no, type: cos_sim_spearman
value: 83.32346434965837
verified: no, type: euclidean_pearson
value: 83.86264166785146
verified: no, type: euclidean_spearman
value: 83.32323156068114
verified: no, type: manhattan_pearson
value: 83.87253909108084
verified: no, type: manhattan_spearman
value: 83.42760090819642
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: 87.00847937091636
verified: no, type: cos_sim_spearman
value: 87.50432670473445
verified: no, type: euclidean_pearson
value: 87.21611485565168
verified: no, type: euclidean_spearman
value: 87.50387351928698
verified: no, type: manhattan_pearson
value: 87.30690660623411
verified: no, type: manhattan_spearman
value: 87.61147161393255
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: 85.51456553517488
verified: no, type: cos_sim_spearman
value: 86.39208323626035
verified: no, type: euclidean_pearson
value: 85.74698473006475
verified: no, type: euclidean_spearman
value: 86.3892506146807
verified: no, type: manhattan_pearson
value: 85.77493611949014
verified: no, type: manhattan_spearman
value: 86.42961510735024
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: 88.63402051628222
verified: no, type: cos_sim_spearman
value: 87.78994504115502
verified: no, type: euclidean_pearson
value: 88.44861926968403
verified: no, type: euclidean_spearman
value: 87.80670473078185
verified: no, type: manhattan_pearson
value: 88.4773722010208
verified: no, type: manhattan_spearman
value: 87.85175600656768
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: 65.9659729672951
verified: no, type: cos_sim_spearman
value: 66.39891735341361
verified: no, type: euclidean_pearson
value: 68.040150710449
verified: no, type: euclidean_spearman
value: 66.41777234484414
verified: no, type: manhattan_pearson
value: 68.16264809387305
verified: no, type: manhattan_spearman
value: 66.31608161700346
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: 86.91024857159385
verified: no, type: cos_sim_spearman
value: 87.35031011815016
verified: no, type: euclidean_pearson
value: 86.94569462996033
verified: no, type: euclidean_spearman
value: 87.34929703462852
verified: no, type: manhattan_pearson
value: 86.94404111225616
verified: no, type: manhattan_spearman
value: 87.37827218003393
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 87.89077927002596
verified: no, type: mrr
value: 96.94650937297997
verified: no, task: type: Retrieval
dataset: type: mteb/scifact
name: MTEB SciFact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
value: 57.994
verified: no, type: map_at_10
value: 70.07100000000001
verified: no, type: map_at_100
value: 70.578
verified: no, type: map_at_1000
value: 70.588
verified: no, type: map_at_3
value: 67.228
verified: no, type: map_at_5
value: 68.695
verified: no, type: mrr_at_1
value: 61.333000000000006
verified: no, type: mrr_at_10
value: 71.342
verified: no, type: mrr_at_100
value: 71.739
verified: no, type: mrr_at_1000
value: 71.75
verified: no, type: mrr_at_3
value: 69.389
verified: no, type: mrr_at_5
value: 70.322
verified: no, type: ndcg_at_1
value: 61.333000000000006
verified: no, type: ndcg_at_10
value: 75.312
verified: no, type: ndcg_at_100
value: 77.312
verified: no, type: ndcg_at_1000
value: 77.50200000000001
verified: no, type: ndcg_at_3
value: 70.72
verified: no, type: ndcg_at_5
value: 72.616
verified: no, type: precision_at_1
value: 61.333000000000006
verified: no, type: precision_at_10
value: 10.167
verified: no, type: precision_at_100
value: 1.117
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 28.111000000000004
verified: no, type: precision_at_5
value: 18.333
verified: no, type: recall_at_1
value: 57.994
verified: no, type: recall_at_10
value: 89.944
verified: no, type: recall_at_100
value: 98.667
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 77.694
verified: no, type: recall_at_5
value: 82.339
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: 99.81485148514851
verified: no, type: cos_sim_ap
value: 95.99339654021689
verified: no, type: cos_sim_f1
value: 90.45971329708354
verified: no, type: cos_sim_precision
value: 89.44281524926686
verified: no, type: cos_sim_recall
value: 91.5
verified: no, type: dot_accuracy
value: 99.81485148514851
verified: no, type: dot_ap
value: 95.990792367539
verified: no, type: dot_f1
value: 90.54187192118228
verified: no, type: dot_precision
value: 89.2233009708738
verified: no, type: dot_recall
value: 91.9
verified: no, type: euclidean_accuracy
value: 99.81386138613861
verified: no, type: euclidean_ap
value: 95.99403827746491
verified: no, type: euclidean_f1
value: 90.45971329708354
verified: no, type: euclidean_precision
value: 89.44281524926686
verified: no, type: euclidean_recall
value: 91.5
verified: no, type: manhattan_accuracy
value: 99.81485148514851
verified: no, type: manhattan_ap
value: 96.06741547889861
verified: no, type: manhattan_f1
value: 90.55666003976144
verified: no, type: manhattan_precision
value: 90.01976284584981
verified: no, type: manhattan_recall
value: 91.10000000000001
verified: no, type: max_accuracy
value: 99.81485148514851
verified: no, type: max_ap
value: 96.06741547889861
verified: no, type: max_f1
value: 90.55666003976144
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 79.0667992003181
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: 49.57086425048946
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 53.929415255105894
verified: no, type: mrr
value: 54.93889790764791
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 31.050700527286658
verified: no, type: cos_sim_spearman
value: 31.46077656458546
verified: no, type: dot_pearson
value: 31.056448416258263
verified: no, type: dot_spearman
value: 31.435272601921042
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: 0.23500000000000001
verified: no, type: map_at_10
value: 1.812
verified: no, type: map_at_100
value: 10.041
verified: no, type: map_at_1000
value: 24.095
verified: no, type: map_at_3
value: 0.643
verified: no, type: map_at_5
value: 1
verified: no, type: mrr_at_1
value: 86
verified: no, type: mrr_at_10
value: 92
verified: no, type: mrr_at_100
value: 92
verified: no, type: mrr_at_1000
value: 92
verified: no, type: mrr_at_3
value: 91.667
verified: no, type: mrr_at_5
value: 91.667
verified: no, type: ndcg_at_1
value: 79
verified: no, type: ndcg_at_10
value: 72.72
verified: no, type: ndcg_at_100
value: 55.82899999999999
verified: no, type: ndcg_at_1000
value: 50.72
verified: no, type: ndcg_at_3
value: 77.715
verified: no, type: ndcg_at_5
value: 75.036
verified: no, type: precision_at_1
value: 86
verified: no, type: precision_at_10
value: 77.60000000000001
verified: no, type: precision_at_100
value: 56.46
verified: no, type: precision_at_1000
value: 22.23
verified: no, type: precision_at_3
value: 82.667
verified: no, type: precision_at_5
value: 80.4
verified: no, type: recall_at_1
value: 0.23500000000000001
verified: no, type: recall_at_10
value: 2.046
verified: no, type: recall_at_100
value: 13.708
verified: no, type: recall_at_1000
value: 47.451
verified: no, type: recall_at_3
value: 0.6709999999999999
verified: no, type: recall_at_5
value: 1.078
verified: no, task: type: Retrieval
dataset: type: mteb/touche2020
name: MTEB Touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 2.252
verified: no, type: map_at_10
value: 7.958
verified: no, type: map_at_100
value: 12.293
verified: no, type: map_at_1000
value: 13.832
verified: no, type: map_at_3
value: 4.299
verified: no, type: map_at_5
value: 5.514
verified: no, type: mrr_at_1
value: 30.612000000000002
verified: no, type: mrr_at_10
value: 42.329
verified: no, type: mrr_at_100
value: 43.506
verified: no, type: mrr_at_1000
value: 43.506
verified: no, type: mrr_at_3
value: 38.775999999999996
verified: no, type: mrr_at_5
value: 39.592
verified: no, type: ndcg_at_1
value: 28.571
verified: no, type: ndcg_at_10
value: 20.301
verified: no, type: ndcg_at_100
value: 30.703999999999997
verified: no, type: ndcg_at_1000
value: 43.155
verified: no, type: ndcg_at_3
value: 22.738
verified: no, type: ndcg_at_5
value: 20.515
verified: no, type: precision_at_1
value: 30.612000000000002
verified: no, type: precision_at_10
value: 17.347
verified: no, type: precision_at_100
value: 6.327000000000001
verified: no, type: precision_at_1000
value: 1.443
verified: no, type: precision_at_3
value: 22.448999999999998
verified: no, type: precision_at_5
value: 19.184
verified: no, type: recall_at_1
value: 2.252
verified: no, type: recall_at_10
value: 13.206999999999999
verified: no, type: recall_at_100
value: 40.372
verified: no, type: recall_at_1000
value: 78.071
verified: no, type: recall_at_3
value: 5.189
verified: no, type: recall_at_5
value: 7.338
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 78.75399999999999
verified: no, type: ap
value: 19.666483622175363
verified: no, type: f1
value: 61.575187470329176
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 66.00452744765137
verified: no, type: f1
value: 66.18291586829227
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 51.308747717084316
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: 87.81069321094355
verified: no, type: cos_sim_ap
value: 79.3576921453847
verified: no, type: cos_sim_f1
value: 71.75811286328685
verified: no, type: cos_sim_precision
value: 70.89878959567345
verified: no, type: cos_sim_recall
value: 72.63852242744063
verified: no, type: dot_accuracy
value: 87.79877212850927
verified: no, type: dot_ap
value: 79.35550320857683
verified: no, type: dot_f1
value: 71.78153446033811
verified: no, type: dot_precision
value: 70.76923076923077
verified: no, type: dot_recall
value: 72.82321899736148
verified: no, type: euclidean_accuracy
value: 87.80473266972642
verified: no, type: euclidean_ap
value: 79.35792655436586
verified: no, type: euclidean_f1
value: 71.75672148264161
verified: no, type: euclidean_precision
value: 70.99690082644628
verified: no, type: euclidean_recall
value: 72.53298153034301
verified: no, type: manhattan_accuracy
value: 87.76300888120642
verified: no, type: manhattan_ap
value: 79.33615959143606
verified: no, type: manhattan_f1
value: 71.73219978746015
verified: no, type: manhattan_precision
value: 72.23113964686998
verified: no, type: manhattan_recall
value: 71.2401055408971
verified: no, type: max_accuracy
value: 87.81069321094355
verified: no, type: max_ap
value: 79.35792655436586
verified: no, type: max_f1
value: 71.78153446033811
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: 89.3778864439011
verified: no, type: cos_sim_ap
value: 86.79005637312795
verified: no, type: cos_sim_f1
value: 79.14617791685293
verified: no, type: cos_sim_precision
value: 76.66714780600462
verified: no, type: cos_sim_recall
value: 81.79088389282414
verified: no, type: dot_accuracy
value: 89.37206504443668
verified: no, type: dot_ap
value: 86.78770290102123
verified: no, type: dot_f1
value: 79.14741392159786
verified: no, type: dot_precision
value: 76.6897746967071
verified: no, type: dot_recall
value: 81.76778564829073
verified: no, type: euclidean_accuracy
value: 89.37594597741297
verified: no, type: euclidean_ap
value: 86.7900899669397
verified: no, type: euclidean_f1
value: 79.13920845898953
verified: no, type: euclidean_precision
value: 76.62028692956528
verified: no, type: euclidean_recall
value: 81.8293809670465
verified: no, type: manhattan_accuracy
value: 89.38758877634183
verified: no, type: manhattan_ap
value: 86.78862564973224
verified: no, type: manhattan_f1
value: 79.1130985653065
verified: no, type: manhattan_precision
value: 76.6592041597458
verified: no, type: manhattan_recall
value: 81.72928857406838
verified: no, type: max_accuracy
value: 89.38758877634183
verified: no, type: max_ap
value: 86.7900899669397
verified: no, type: max_f1
value: 79.14741392159786
verified: no, task: type: STS
dataset: type: C-MTEB/AFQMC
name: MTEB AFQMC
config: default
split: validation
revision: b44c3b011063adb25877c13823db83bb193913c4
metrics: type: cos_sim_pearson
value: 50.01571015887356
verified: no, type: cos_sim_spearman
value: 58.47419994907958
verified: no, type: euclidean_pearson
value: 55.63582004345212
verified: no, type: euclidean_spearman
value: 58.47514484211099
verified: no, type: manhattan_pearson
value: 55.58487268871911
verified: no, type: manhattan_spearman
value: 58.411916843600075
verified: no, task: type: STS
dataset: type: C-MTEB/ATEC
name: MTEB ATEC
config: default
split: test
revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865
metrics: type: cos_sim_pearson
value: 44.99231617937922
verified: no, type: cos_sim_spearman
value: 55.459227458516416
verified: no, type: euclidean_pearson
value: 52.98483376548224
verified: no, type: euclidean_spearman
value: 55.45938733128155
verified: no, type: manhattan_pearson
value: 52.946854805143964
verified: no, type: manhattan_spearman
value: 55.4272663113618
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (zh)
config: zh
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 52.946000000000005
verified: no, type: f1
value: 49.299873931232725
verified: no, task: type: STS
dataset: type: C-MTEB/BQ
name: MTEB BQ
config: default
split: test
revision: e3dda5e115e487b39ec7e618c0c6a29137052a55
metrics: type: cos_sim_pearson
value: 74.66979530294986
verified: no, type: cos_sim_spearman
value: 77.59153258548018
verified: no, type: euclidean_pearson
value: 76.5862988380262
verified: no, type: euclidean_spearman
value: 77.59094368703879
verified: no, type: manhattan_pearson
value: 76.6034419552102
verified: no, type: manhattan_spearman
value: 77.6000715948404
verified: no, task: type: Clustering
dataset: type: C-MTEB/CLSClusteringP2P
name: MTEB CLSClusteringP2P
config: default
split: test
revision: 4b6227591c6c1a73bc76b1055f3b7f3588e72476
metrics: type: v_measure
value: 47.20931915009524
verified: no, task: type: Clustering
dataset: type: C-MTEB/CLSClusteringS2S
name: MTEB CLSClusteringS2S
config: default
split: test
revision: e458b3f5414b62b7f9f83499ac1f5497ae2e869f
metrics: type: v_measure
value: 45.787353610995474
verified: no, task: type: Reranking
dataset: type: C-MTEB/CMedQAv1-reranking
name: MTEB CMedQAv1
config: default
split: test
revision: 8d7f1e942507dac42dc58017c1a001c3717da7df
metrics: type: map
value: 86.37146026784607
verified: no, type: mrr
value: 88.52309523809524
verified: no, task: type: Reranking
dataset: type: C-MTEB/CMedQAv2-reranking
name: MTEB CMedQAv2
config: default
split: test
revision: 23d186750531a14a0357ca22cd92d712fd512ea0
metrics: type: map
value: 87.40699302584699
verified: no, type: mrr
value: 89.51591269841269
verified: no, task: type: Retrieval
dataset: type: C-MTEB/CmedqaRetrieval
name: MTEB CmedqaRetrieval
config: default
split: dev
revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301
metrics: type: map_at_1
value: 24.465
verified: no, type: map_at_10
value: 36.689
verified: no, type: map_at_100
value: 38.605000000000004
verified: no, type: map_at_1000
value: 38.718
verified: no, type: map_at_3
value: 32.399
verified: no, type: map_at_5
value: 34.784
verified: no, type: mrr_at_1
value: 37.234
verified: no, type: mrr_at_10
value: 45.634
verified: no, type: mrr_at_100
value: 46.676
verified: no, type: mrr_at_1000
value: 46.717
verified: no, type: mrr_at_3
value: 42.94
verified: no, type: mrr_at_5
value: 44.457
verified: no, type: ndcg_at_1
value: 37.234
verified: no, type: ndcg_at_10
value: 43.469
verified: no, type: ndcg_at_100
value: 51.048
verified: no, type: ndcg_at_1000
value: 52.925999999999995
verified: no, type: ndcg_at_3
value: 37.942
verified: no, type: ndcg_at_5
value: 40.253
verified: no, type: precision_at_1
value: 37.234
verified: no, type: precision_at_10
value: 9.745
verified: no, type: precision_at_100
value: 1.5879999999999999
verified: no, type: precision_at_1000
value: 0.183
verified: no, type: precision_at_3
value: 21.505
verified: no, type: precision_at_5
value: 15.729000000000001
verified: no, type: recall_at_1
value: 24.465
verified: no, type: recall_at_10
value: 54.559999999999995
verified: no, type: recall_at_100
value: 85.97200000000001
verified: no, type: recall_at_1000
value: 98.32499999999999
verified: no, type: recall_at_3
value: 38.047
verified: no, type: recall_at_5
value: 45.08
verified: no, task: type: PairClassification
dataset: type: C-MTEB/CMNLI
name: MTEB Cmnli
config: default
split: validation
revision: 41bc36f332156f7adc9e38f53777c959b2ae9766
metrics: type: cos_sim_accuracy
value: 84.50992182802165
verified: no, type: cos_sim_ap
value: 91.81488661281966
verified: no, type: cos_sim_f1
value: 85.46855802524294
verified: no, type: cos_sim_precision
value: 81.82207014542344
verified: no, type: cos_sim_recall
value: 89.4552256254384
verified: no, type: dot_accuracy
value: 84.50992182802165
verified: no, type: dot_ap
value: 91.80547588176556
verified: no, type: dot_f1
value: 85.46492111446794
verified: no, type: dot_precision
value: 81.95278969957081
verified: no, type: dot_recall
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verified: no, type: euclidean_accuracy
value: 84.49789536981359
verified: no, type: euclidean_ap
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verified: no, type: euclidean_f1
value: 85.46817317373308
verified: no, type: euclidean_precision
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verified: no, type: euclidean_recall
value: 89.31494037877017
verified: no, type: manhattan_accuracy
value: 84.46181599518941
verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1
value: 85.54283809312146
verified: no, type: manhattan_precision
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verified: no, type: manhattan_recall
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verified: no, type: max_accuracy
value: 84.50992182802165
verified: no, type: max_ap
value: 91.85400573633447
verified: no, type: max_f1
value: 85.54283809312146
verified: no, task: type: Retrieval
dataset: type: C-MTEB/CovidRetrieval
name: MTEB CovidRetrieval
config: default
split: dev
revision: 1271c7809071a13532e05f25fb53511ffce77117
metrics: type: map_at_1
value: 68.072
verified: no, type: map_at_10
value: 76.82900000000001
verified: no, type: map_at_100
value: 77.146
verified: no, type: map_at_1000
value: 77.14999999999999
verified: no, type: map_at_3
value: 74.939
verified: no, type: map_at_5
value: 76.009
verified: no, type: mrr_at_1
value: 68.282
verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 82.191
verified: no, type: ndcg_at_1000
value: 82.286
verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
value: 1.002
verified: no, type: precision_at_1000
value: 0.101
verified: no, type: precision_at_3
value: 27.889000000000003
verified: no, type: precision_at_5
value: 17.682000000000002
verified: no, type: recall_at_1
value: 68.072
verified: no, type: recall_at_10
value: 93.467
verified: no, type: recall_at_100
value: 99.157
verified: no, type: recall_at_1000
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verified: no, type: recall_at_3
value: 83.14
verified: no, type: recall_at_5
value: 87.67099999999999
verified: no, task: type: Retrieval
dataset: type: C-MTEB/DuRetrieval
name: MTEB DuRetrieval
config: default
split: dev
revision: a1a333e290fe30b10f3f56498e3a0d911a693ced
metrics: type: map_at_1
value: 26.107999999999997
verified: no, type: map_at_10
value: 78.384
verified: no, type: map_at_100
value: 81.341
verified: no, type: map_at_1000
value: 81.384
verified: no, type: map_at_3
value: 54.462999999999994
verified: no, type: map_at_5
value: 68.607
verified: no, type: mrr_at_1
value: 88.94999999999999
verified: no, type: mrr_at_10
value: 92.31
verified: no, type: mrr_at_100
value: 92.379
verified: no, type: mrr_at_1000
value: 92.38300000000001
verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
value: 92.146
verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
value: 89.534
verified: no, type: ndcg_at_3
value: 84.69200000000001
verified: no, type: ndcg_at_5
value: 83.678
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 0.488
verified: no, type: precision_at_3
value: 75.75
verified: no, type: precision_at_5
value: 63.93
verified: no, type: recall_at_1
value: 26.107999999999997
verified: no, type: recall_at_10
value: 87.349
verified: no, type: recall_at_100
value: 97.14699999999999
verified: no, type: recall_at_1000
value: 99.287
verified: no, type: recall_at_3
value: 56.601
verified: no, type: recall_at_5
value: 73.381
verified: no, task: type: Retrieval
dataset: type: C-MTEB/EcomRetrieval
name: MTEB EcomRetrieval
config: default
split: dev
revision: 687de13dc7294d6fd9be10c6945f9e8fec8166b9
metrics: type: map_at_1
value: 50.7
verified: no, type: map_at_10
value: 61.312999999999995
verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_3
value: 58.983
verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
value: 63.92099999999999
verified: no, type: precision_at_1
value: 50.7
verified: no, type: precision_at_10
value: 8.260000000000002
verified: no, type: precision_at_100
value: 0.946
verified: no, type: precision_at_1000
value: 0.098
verified: no, type: precision_at_3
value: 23.1
verified: no, type: precision_at_5
value: 14.979999999999999
verified: no, type: recall_at_1
value: 50.7
verified: no, type: recall_at_10
value: 82.6
verified: no, type: recall_at_100
value: 94.6
verified: no, type: recall_at_1000
value: 98.1
verified: no, type: recall_at_3
value: 69.3
verified: no, type: recall_at_5
value: 74.9
verified: no, task: type: Classification
dataset: type: C-MTEB/IFlyTek-classification
name: MTEB IFlyTek
config: default
split: validation
revision: 421605374b29664c5fc098418fe20ada9bd55f8a
metrics: type: accuracy
value: 53.76683339746056
verified: no, type: f1
value: 40.026100192683714
verified: no, task: type: Classification
dataset: type: C-MTEB/JDReview-classification
name: MTEB JDReview
config: default
split: test
revision: b7c64bd89eb87f8ded463478346f76731f07bf8b
metrics: type: accuracy
value: 88.19887429643526
verified: no, type: ap
value: 59.02998120976959
verified: no, type: f1
value: 83.3659125921227
verified: no, task: type: STS
dataset: type: C-MTEB/LCQMC
name: MTEB LCQMC
config: default
split: test
revision: 17f9b096f80380fce5ed12a9be8be7784b337daf
metrics: type: cos_sim_pearson
value: 72.53955204856854
verified: no, type: cos_sim_spearman
value: 76.28996886746215
verified: no, type: euclidean_pearson
value: 75.31184890026394
verified: no, type: euclidean_spearman
value: 76.28984471300522
verified: no, type: manhattan_pearson
value: 75.36930361638623
verified: no, type: manhattan_spearman
value: 76.34021995551348
verified: no, task: type: Reranking
dataset: type: C-MTEB/Mmarco-reranking
name: MTEB MMarcoReranking
config: default
split: dev
revision: None
metrics: type: map
value: 23.63666512532725
verified: no, type: mrr
value: 22.49642857142857
verified: no, task: type: Retrieval
dataset: type: C-MTEB/MMarcoRetrieval
name: MTEB MMarcoRetrieval
config: default
split: dev
revision: 539bbde593d947e2a124ba72651aafc09eb33fc2
metrics: type: map_at_1
value: 60.645
verified: no, type: map_at_10
value: 69.733
verified: no, type: map_at_100
value: 70.11699999999999
verified: no, type: map_at_1000
value: 70.135
verified: no, type: map_at_3
value: 67.585
verified: no, type: map_at_5
value: 68.904
verified: no, type: mrr_at_1
value: 62.765
verified: no, type: mrr_at_10
value: 70.428
verified: no, type: mrr_at_100
value: 70.77
verified: no, type: mrr_at_1000
value: 70.785
verified: no, type: mrr_at_3
value: 68.498
verified: no, type: mrr_at_5
value: 69.69
verified: no, type: ndcg_at_1
value: 62.765
verified: no, type: ndcg_at_10
value: 73.83
verified: no, type: ndcg_at_100
value: 75.593
verified: no, type: ndcg_at_1000
value: 76.05199999999999
verified: no, type: ndcg_at_3
value: 69.66499999999999
verified: no, type: ndcg_at_5
value: 71.929
verified: no, type: precision_at_1
value: 62.765
verified: no, type: precision_at_10
value: 9.117
verified: no, type: precision_at_100
value: 1
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 26.323
verified: no, type: precision_at_5
value: 16.971
verified: no, type: recall_at_1
value: 60.645
verified: no, type: recall_at_10
value: 85.907
verified: no, type: recall_at_100
value: 93.947
verified: no, type: recall_at_1000
value: 97.531
verified: no, type: recall_at_3
value: 74.773
verified: no, type: recall_at_5
value: 80.16799999999999
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (zh-CN)
config: zh-CN
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 76.25084061869536
verified: no, type: f1
value: 73.65064492827022
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (zh-CN)
config: zh-CN
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 77.2595830531271
verified: no, type: f1
value: 77.15217273559321
verified: no, task: type: Retrieval
dataset: type: C-MTEB/MedicalRetrieval
name: MTEB MedicalRetrieval
config: default
split: dev
revision: 2039188fb5800a9803ba5048df7b76e6fb151fc6
metrics: type: map_at_1
value: 52.400000000000006
verified: no, type: map_at_10
value: 58.367000000000004
verified: no, type: map_at_100
value: 58.913000000000004
verified: no, type: map_at_1000
value: 58.961
verified: no, type: map_at_3
value: 56.882999999999996
verified: no, type: map_at_5
value: 57.743
verified: no, type: mrr_at_1
value: 52.400000000000006
verified: no, type: mrr_at_10
value: 58.367000000000004
verified: no, type: mrr_at_100
value: 58.913000000000004
verified: no, type: mrr_at_1000
value: 58.961
verified: no, type: mrr_at_3
value: 56.882999999999996
verified: no, type: mrr_at_5
value: 57.743
verified: no, type: ndcg_at_1
value: 52.400000000000006
verified: no, type: ndcg_at_10
value: 61.329
verified: no, type: ndcg_at_100
value: 64.264
verified: no, type: ndcg_at_1000
value: 65.669
verified: no, type: ndcg_at_3
value: 58.256
verified: no, type: ndcg_at_5
value: 59.813
verified: no, type: precision_at_1
value: 52.400000000000006
verified: no, type: precision_at_10
value: 7.07
verified: no, type: precision_at_100
value: 0.851
verified: no, type: precision_at_1000
value: 0.096
verified: no, type: precision_at_3
value: 20.732999999999997
verified: no, type: precision_at_5
value: 13.200000000000001
verified: no, type: recall_at_1
value: 52.400000000000006
verified: no, type: recall_at_10
value: 70.7
verified: no, type: recall_at_100
value: 85.1
verified: no, type: recall_at_1000
value: 96.39999999999999
verified: no, type: recall_at_3
value: 62.2
verified: no, type: recall_at_5
value: 66
verified: no, task: type: Classification
dataset: type: C-MTEB/MultilingualSentiment-classification
name: MTEB MultilingualSentiment
config: default
split: validation
revision: 46958b007a63fdbf239b7672c25d0bea67b5ea1a
metrics: type: accuracy
value: 77.42333333333333
verified: no, type: f1
value: 77.24849313989888
verified: no, task: type: PairClassification
dataset: type: C-MTEB/OCNLI
name: MTEB Ocnli
config: default
split: validation
revision: 66e76a618a34d6d565d5538088562851e6daa7ec
metrics: type: cos_sim_accuracy
value: 80.12994044396319
verified: no, type: cos_sim_ap
value: 85.21793541189636
verified: no, type: cos_sim_f1
value: 81.91489361702128
verified: no, type: cos_sim_precision
value: 75.55753791257806
verified: no, type: cos_sim_recall
value: 89.44033790918691
verified: no, type: dot_accuracy
value: 80.12994044396319
verified: no, type: dot_ap
value: 85.22568672443236
verified: no, type: dot_f1
value: 81.91489361702128
verified: no, type: dot_precision
value: 75.55753791257806
verified: no, type: dot_recall
value: 89.44033790918691
verified: no, type: euclidean_accuracy
value: 80.12994044396319
verified: no, type: euclidean_ap
value: 85.21643342357407
verified: no, type: euclidean_f1
value: 81.8830242510699
verified: no, type: euclidean_precision
value: 74.48096885813149
verified: no, type: euclidean_recall
value: 90.91869060190075
verified: no, type: manhattan_accuracy
value: 80.5630752571738
verified: no, type: manhattan_ap
value: 85.27682975032671
verified: no, type: manhattan_f1
value: 82.03883495145631
verified: no, type: manhattan_precision
value: 75.92093441150045
verified: no, type: manhattan_recall
value: 89.22914466737065
verified: no, type: max_accuracy
value: 80.5630752571738
verified: no, type: max_ap
value: 85.27682975032671
verified: no, type: max_f1
value: 82.03883495145631
verified: no, task: type: Classification
dataset: type: C-MTEB/OnlineShopping-classification
name: MTEB OnlineShopping
config: default
split: test
revision: e610f2ebd179a8fda30ae534c3878750a96db120
metrics: type: accuracy
value: 94.47999999999999
verified: no, type: ap
value: 92.81177660844013
verified: no, type: f1
value: 94.47045470502114
verified: no, task: type: STS
dataset: type: C-MTEB/PAWSX
name: MTEB PAWSX
config: default
split: test
revision: 9c6a90e430ac22b5779fb019a23e820b11a8b5e1
metrics: type: cos_sim_pearson
value: 46.13154582182421
verified: no, type: cos_sim_spearman
value: 50.21718723757444
verified: no, type: euclidean_pearson
value: 49.41535243569054
verified: no, type: euclidean_spearman
value: 50.21831909208907
verified: no, type: manhattan_pearson
value: 49.50756578601167
verified: no, type: manhattan_spearman
value: 50.229118655684566
verified: no, task: type: STS
dataset: type: C-MTEB/QBQTC
name: MTEB QBQTC
config: default
split: test
revision: 790b0510dc52b1553e8c49f3d2afb48c0e5c48b7
metrics: type: cos_sim_pearson
value: 30.787794367421956
verified: no, type: cos_sim_spearman
value: 31.81774306987836
verified: no, type: euclidean_pearson
value: 29.809436608089495
verified: no, type: euclidean_spearman
value: 31.817379098812165
verified: no, type: manhattan_pearson
value: 30.377027186607787
verified: no, type: manhattan_spearman
value: 32.42286865176827
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 84.99292517797305
verified: no, type: cos_sim_spearman
value: 76.52287451692155
verified: no, type: euclidean_pearson
value: 81.11616055544546
verified: no, type: euclidean_spearman
value: 76.525387473028
verified: no, type: manhattan_pearson
value: 81.14367598670032
verified: no, type: manhattan_spearman
value: 76.55571799438607
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (zh)
config: zh
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 61.29839896616376
verified: no, type: cos_sim_spearman
value: 67.36328213286453
verified: no, type: euclidean_pearson
value: 64.33899267794008
verified: no, type: euclidean_spearman
value: 67.36552580196211
verified: no, type: manhattan_pearson
value: 65.20010308796022
verified: no, type: manhattan_spearman
value: 67.50982972902
verified: no, task: type: STS
dataset: type: C-MTEB/STSB
name: MTEB STSB
config: default
split: test
revision: 0cde68302b3541bb8b3c340dc0644b0b745b3dc0
metrics: type: cos_sim_pearson
value: 81.23278996774297
verified: no, type: cos_sim_spearman
value: 81.369375466486
verified: no, type: euclidean_pearson
value: 79.91030863727944
verified: no, type: euclidean_spearman
value: 81.36824495466793
verified: no, type: manhattan_pearson
value: 79.88047052896854
verified: no, type: manhattan_spearman
value: 81.3369604332008
verified: no, task: type: Reranking
dataset: type: C-MTEB/T2Reranking
name: MTEB T2Reranking
config: default
split: dev
revision: 76631901a18387f85eaa53e5450019b87ad58ef9
metrics: type: map
value: 68.109205221286
verified: no, type: mrr
value: 78.40703619520477
verified: no, task: type: Retrieval
dataset: type: C-MTEB/T2Retrieval
name: MTEB T2Retrieval
config: default
split: dev
revision: 8731a845f1bf500a4f111cf1070785c793d10e64
metrics: type: map_at_1
value: 26.704
verified: no, type: map_at_10
value: 75.739
verified: no, type: map_at_100
value: 79.606
verified: no, type: map_at_1000
value: 79.666
verified: no, type: map_at_3
value: 52.803
verified: no, type: map_at_5
value: 65.068
verified: no, type: mrr_at_1
value: 88.48899999999999
verified: no, type: mrr_at_10
value: 91.377
verified: no, type: mrr_at_100
value: 91.474
verified: no, type: mrr_at_1000
value: 91.47800000000001
verified: no, type: mrr_at_3
value: 90.846
verified: no, type: mrr_at_5
value: 91.18
verified: no, type: ndcg_at_1
value: 88.48899999999999
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 87.502
verified: no, type: ndcg_at_1000
value: 88.1
verified: no, type: ndcg_at_3
value: 84.433
verified: no, type: ndcg_at_5
value: 83.174
verified: no, type: precision_at_1
value: 88.48899999999999
verified: no, type: precision_at_10
value: 41.857
verified: no, type: precision_at_100
value: 5.039
verified: no, type: precision_at_1000
value: 0.517
verified: no, type: precision_at_3
value: 73.938
verified: no, type: precision_at_5
value: 62.163000000000004
verified: no, type: recall_at_1
value: 26.704
verified: no, type: recall_at_10
value: 83.092
verified: no, type: recall_at_100
value: 95.659
verified: no, type: recall_at_1000
value: 98.779
verified: no, type: recall_at_3
value: 54.678000000000004
verified: no, type: recall_at_5
value: 68.843
verified: no, task: type: Classification
dataset: type: C-MTEB/TNews-classification
name: MTEB TNews
config: default
split: validation
revision: 317f262bf1e6126357bbe89e875451e4b0938fe4
metrics: type: accuracy
value: 51.235
verified: no, type: f1
value: 48.14373844331604
verified: no, task: type: Clustering
dataset: type: C-MTEB/ThuNewsClusteringP2P
name: MTEB ThuNewsClusteringP2P
config: default
split: test
revision: 5798586b105c0434e4f0fe5e767abe619442cf93
metrics: type: v_measure
value: 87.42930040493792
verified: no, task: type: Clustering
dataset: type: C-MTEB/ThuNewsClusteringS2S
name: MTEB ThuNewsClusteringS2S
config: default
split: test
revision: 8a8b2caeda43f39e13c4bc5bea0f8a667896e10d
metrics: type: v_measure
value: 87.90254094650042
verified: no, task: type: Retrieval
dataset: type: C-MTEB/VideoRetrieval
name: MTEB VideoRetrieval
config: default
split: dev
revision: 58c2597a5943a2ba48f4668c3b90d796283c5639
metrics: type: map_at_1
value: 54.900000000000006
verified: no, type: map_at_10
value: 64.92
verified: no, type: map_at_100
value: 65.424
verified: no, type: map_at_1000
value: 65.43900000000001
verified: no, type: map_at_3
value: 63.132999999999996
verified: no, type: map_at_5
value: 64.208
verified: no, type: mrr_at_1
value: 54.900000000000006
verified: no, type: mrr_at_10
value: 64.92
verified: no, type: mrr_at_100
value: 65.424
verified: no, type: mrr_at_1000
value: 65.43900000000001
verified: no, type: mrr_at_3
value: 63.132999999999996
verified: no, type: mrr_at_5
value: 64.208
verified: no, type: ndcg_at_1
value: 54.900000000000006
verified: no, type: ndcg_at_10
value: 69.41199999999999
verified: no, type: ndcg_at_100
value: 71.824
verified: no, type: ndcg_at_1000
value: 72.301
verified: no, type: ndcg_at_3
value: 65.79700000000001
verified: no, type: ndcg_at_5
value: 67.713
verified: no, type: precision_at_1
value: 54.900000000000006
verified: no, type: precision_at_10
value: 8.33
verified: no, type: precision_at_100
value: 0.9450000000000001
verified: no, type: precision_at_1000
value: 0.098
verified: no, type: precision_at_3
value: 24.5
verified: no, type: precision_at_5
value: 15.620000000000001
verified: no, type: recall_at_1
value: 54.900000000000006
verified: no, type: recall_at_10
value: 83.3
verified: no, type: recall_at_100
value: 94.5
verified: no, type: recall_at_1000
value: 98.4
verified: no, type: recall_at_3
value: 73.5
verified: no, type: recall_at_5
value: 78.10000000000001
verified: no, task: type: Classification
dataset: type: C-MTEB/waimai-classification
name: MTEB Waimai
config: default
split: test
revision: 339287def212450dcaa9df8c22bf93e9980c7023
metrics: type: accuracy
value: 88.63
verified: no, type: ap
value: 73.78658340897097
verified: no, type: f1
value: 87.16764294033919
verified: no
Likes: 108 | All-time downloads: 17617
Created: 2024-04-20 04:24:58