Model: lixsh6/XLM-3B5-embedding
Author: lixsh6
Tags: mteb, model-index, region:us
Card metadata: tags: mteb
model-index: name: xlm3b5_step3len260_b128g8_lr1e-5
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 66.94029850746269
verified: no, type: ap
value: 28.832990644897478
verified: no, type: f1
value: 60.32686940828024
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 94.697425
verified: no, type: ap
value: 92.35377895045687
verified: no, type: f1
value: 94.6945423828739
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: 51.586
verified: no, type: f1
value: 49.90891720350314
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.781
verified: no, type: map_at_10
value: 30.854
verified: no, type: map_at_100
value: 32.344
verified: no, type: map_at_1000
value: 32.364
verified: no, type: map_at_3
value: 25.711000000000002
verified: no, type: map_at_5
value: 28.254
verified: no, type: mrr_at_1
value: 18.563
verified: no, type: mrr_at_10
value: 31.137999999999998
verified: no, type: mrr_at_100
value: 32.621
verified: no, type: mrr_at_1000
value: 32.641
verified: no, type: mrr_at_3
value: 25.984
verified: no, type: mrr_at_5
value: 28.53
verified: no, type: ndcg_at_1
value: 17.781
verified: no, type: ndcg_at_10
value: 39.206
verified: no, type: ndcg_at_100
value: 45.751
verified: no, type: ndcg_at_1000
value: 46.225
verified: no, type: ndcg_at_3
value: 28.313
verified: no, type: ndcg_at_5
value: 32.919
verified: no, type: precision_at_1
value: 17.781
verified: no, type: precision_at_10
value: 6.65
verified: no, type: precision_at_100
value: 0.9560000000000001
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 11.949
verified: no, type: precision_at_5
value: 9.417
verified: no, type: recall_at_1
value: 17.781
verified: no, type: recall_at_10
value: 66.501
verified: no, type: recall_at_100
value: 95.59
verified: no, type: recall_at_1000
value: 99.21799999999999
verified: no, type: recall_at_3
value: 35.846000000000004
verified: no, type: recall_at_5
value: 47.083999999999996
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: 44.44154312957711
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: 34.189712542346385
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.72571219134687
verified: no, type: mrr
value: 76.3612979817966
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: 83.62762841254953
verified: no, type: cos_sim_spearman
value: 80.72111639383013
verified: no, type: euclidean_pearson
value: 82.63506732956259
verified: no, type: euclidean_spearman
value: 81.177753304636
verified: no, type: manhattan_pearson
value: 82.5891836637346
verified: no, type: manhattan_spearman
value: 81.06811225217339
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 80.34090909090908
verified: no, type: f1
value: 79.4054298683183
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 37.82441952130262
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: 32.132057843418416
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.23
verified: no, type: map_at_10
value: 46.763
verified: no, type: map_at_100
value: 48.454
verified: no, type: map_at_1000
value: 48.58
verified: no, type: map_at_3
value: 43.167
verified: no, type: map_at_5
value: 45.214
verified: no, type: mrr_at_1
value: 42.775
verified: no, type: mrr_at_10
value: 53.190000000000005
verified: no, type: mrr_at_100
value: 53.928
verified: no, type: mrr_at_1000
value: 53.964
verified: no, type: mrr_at_3
value: 51.168
verified: no, type: mrr_at_5
value: 52.434000000000005
verified: no, type: ndcg_at_1
value: 42.775
verified: no, type: ndcg_at_10
value: 53.376999999999995
verified: no, type: ndcg_at_100
value: 58.748
verified: no, type: ndcg_at_1000
value: 60.461
verified: no, type: ndcg_at_3
value: 48.929
verified: no, type: ndcg_at_5
value: 50.99399999999999
verified: no, type: precision_at_1
value: 42.775
verified: no, type: precision_at_10
value: 10.428999999999998
verified: no, type: precision_at_100
value: 1.678
verified: no, type: precision_at_1000
value: 0.215
verified: no, type: precision_at_3
value: 23.939
verified: no, type: precision_at_5
value: 17.082
verified: no, type: recall_at_1
value: 34.23
verified: no, type: recall_at_10
value: 64.96300000000001
verified: no, type: recall_at_100
value: 86.803
verified: no, type: recall_at_1000
value: 97.917
verified: no, type: recall_at_3
value: 51.815
verified: no, type: recall_at_5
value: 57.781000000000006
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.935
verified: no, type: map_at_10
value: 39.574999999999996
verified: no, type: map_at_100
value: 40.891
verified: no, type: map_at_1000
value: 41.043
verified: no, type: map_at_3
value: 36.248999999999995
verified: no, type: map_at_5
value: 38.157999999999994
verified: no, type: mrr_at_1
value: 36.624
verified: no, type: mrr_at_10
value: 45.241
verified: no, type: mrr_at_100
value: 46.028000000000006
verified: no, type: mrr_at_1000
value: 46.082
verified: no, type: mrr_at_3
value: 42.93
verified: no, type: mrr_at_5
value: 44.417
verified: no, type: ndcg_at_1
value: 36.624
verified: no, type: ndcg_at_10
value: 45.423
verified: no, type: ndcg_at_100
value: 49.971
verified: no, type: ndcg_at_1000
value: 52.382
verified: no, type: ndcg_at_3
value: 41.019
verified: no, type: ndcg_at_5
value: 43.254
verified: no, type: precision_at_1
value: 36.624
verified: no, type: precision_at_10
value: 8.86
verified: no, type: precision_at_100
value: 1.458
verified: no, type: precision_at_1000
value: 0.198
verified: no, type: precision_at_3
value: 20.276
verified: no, type: precision_at_5
value: 14.573
verified: no, type: recall_at_1
value: 28.935
verified: no, type: recall_at_10
value: 55.745999999999995
verified: no, type: recall_at_100
value: 74.977
verified: no, type: recall_at_1000
value: 90.505
verified: no, type: recall_at_3
value: 42.575
verified: no, type: recall_at_5
value: 48.902
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.828
verified: no, type: map_at_10
value: 50.888999999999996
verified: no, type: map_at_100
value: 52.001
verified: no, type: map_at_1000
value: 52.054
verified: no, type: map_at_3
value: 47.638999999999996
verified: no, type: map_at_5
value: 49.423
verified: no, type: mrr_at_1
value: 44.765
verified: no, type: mrr_at_10
value: 54.408
verified: no, type: mrr_at_100
value: 55.116
verified: no, type: mrr_at_1000
value: 55.144000000000005
verified: no, type: mrr_at_3
value: 52.038
verified: no, type: mrr_at_5
value: 53.323
verified: no, type: ndcg_at_1
value: 44.765
verified: no, type: ndcg_at_10
value: 56.724
verified: no, type: ndcg_at_100
value: 61.058
verified: no, type: ndcg_at_1000
value: 62.125
verified: no, type: ndcg_at_3
value: 51.324000000000005
verified: no, type: ndcg_at_5
value: 53.805
verified: no, type: precision_at_1
value: 44.765
verified: no, type: precision_at_10
value: 9.248000000000001
verified: no, type: precision_at_100
value: 1.234
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 23.093
verified: no, type: precision_at_5
value: 15.799
verified: no, type: recall_at_1
value: 38.828
verified: no, type: recall_at_10
value: 70.493
verified: no, type: recall_at_100
value: 89.293
verified: no, type: recall_at_1000
value: 96.872
verified: no, type: recall_at_3
value: 55.74400000000001
verified: no, type: recall_at_5
value: 61.95
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.085
verified: no, type: map_at_10
value: 30.070000000000004
verified: no, type: map_at_100
value: 31.206
verified: no, type: map_at_1000
value: 31.291999999999998
verified: no, type: map_at_3
value: 27.011000000000003
verified: no, type: map_at_5
value: 28.854999999999997
verified: no, type: mrr_at_1
value: 23.842
verified: no, type: mrr_at_10
value: 31.755
verified: no, type: mrr_at_100
value: 32.778
verified: no, type: mrr_at_1000
value: 32.845
verified: no, type: mrr_at_3
value: 28.851
verified: no, type: mrr_at_5
value: 30.574
verified: no, type: ndcg_at_1
value: 23.842
verified: no, type: ndcg_at_10
value: 35.052
verified: no, type: ndcg_at_100
value: 40.550999999999995
verified: no, type: ndcg_at_1000
value: 42.789
verified: no, type: ndcg_at_3
value: 29.096
verified: no, type: ndcg_at_5
value: 32.251000000000005
verified: no, type: precision_at_1
value: 23.842
verified: no, type: precision_at_10
value: 5.605
verified: no, type: precision_at_100
value: 0.877
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 12.316
verified: no, type: precision_at_5
value: 9.13
verified: no, type: recall_at_1
value: 22.085
verified: no, type: recall_at_10
value: 48.815999999999995
verified: no, type: recall_at_100
value: 74.039
verified: no, type: recall_at_1000
value: 90.872
verified: no, type: recall_at_3
value: 33.098
verified: no, type: recall_at_5
value: 40.647
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.088999999999999
verified: no, type: map_at_10
value: 21.526
verified: no, type: map_at_100
value: 22.832
verified: no, type: map_at_1000
value: 22.958000000000002
verified: no, type: map_at_3
value: 18.747
verified: no, type: map_at_5
value: 20.396
verified: no, type: mrr_at_1
value: 17.662
verified: no, type: mrr_at_10
value: 25.513
verified: no, type: mrr_at_100
value: 26.621
verified: no, type: mrr_at_1000
value: 26.698
verified: no, type: mrr_at_3
value: 22.658
verified: no, type: mrr_at_5
value: 24.449
verified: no, type: ndcg_at_1
value: 17.662
verified: no, type: ndcg_at_10
value: 26.506999999999998
verified: no, type: ndcg_at_100
value: 32.782
verified: no, type: ndcg_at_1000
value: 35.709999999999994
verified: no, type: ndcg_at_3
value: 21.279
verified: no, type: ndcg_at_5
value: 23.998
verified: no, type: precision_at_1
value: 17.662
verified: no, type: precision_at_10
value: 5.124
verified: no, type: precision_at_100
value: 0.951
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 10.323
verified: no, type: precision_at_5
value: 8.158999999999999
verified: no, type: recall_at_1
value: 14.088999999999999
verified: no, type: recall_at_10
value: 37.874
verified: no, type: recall_at_100
value: 65.34100000000001
verified: no, type: recall_at_1000
value: 86.06099999999999
verified: no, type: recall_at_3
value: 23.738999999999997
verified: no, type: recall_at_5
value: 30.359
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.75
verified: no, type: map_at_10
value: 34.156
verified: no, type: map_at_100
value: 35.638999999999996
verified: no, type: map_at_1000
value: 35.754999999999995
verified: no, type: map_at_3
value: 31.047000000000004
verified: no, type: map_at_5
value: 32.823
verified: no, type: mrr_at_1
value: 30.991000000000003
verified: no, type: mrr_at_10
value: 39.509
verified: no, type: mrr_at_100
value: 40.582
verified: no, type: mrr_at_1000
value: 40.636
verified: no, type: mrr_at_3
value: 37.103
verified: no, type: mrr_at_5
value: 38.503
verified: no, type: ndcg_at_1
value: 30.991000000000003
verified: no, type: ndcg_at_10
value: 39.719
verified: no, type: ndcg_at_100
value: 45.984
verified: no, type: ndcg_at_1000
value: 48.293
verified: no, type: ndcg_at_3
value: 34.92
verified: no, type: ndcg_at_5
value: 37.253
verified: no, type: precision_at_1
value: 30.991000000000003
verified: no, type: precision_at_10
value: 7.3340000000000005
verified: no, type: precision_at_100
value: 1.225
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_3
value: 16.586000000000002
verified: no, type: precision_at_5
value: 12.127
verified: no, type: recall_at_1
value: 24.75
verified: no, type: recall_at_10
value: 51.113
verified: no, type: recall_at_100
value: 77.338
verified: no, type: recall_at_1000
value: 92.764
verified: no, type: recall_at_3
value: 37.338
verified: no, type: recall_at_5
value: 43.437
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.158
verified: no, type: map_at_10
value: 32.877
verified: no, type: map_at_100
value: 34.226
verified: no, type: map_at_1000
value: 34.35
verified: no, type: map_at_3
value: 29.43
verified: no, type: map_at_5
value: 31.319000000000003
verified: no, type: mrr_at_1
value: 29.224
verified: no, type: mrr_at_10
value: 38.080000000000005
verified: no, type: mrr_at_100
value: 39.04
verified: no, type: mrr_at_1000
value: 39.097
verified: no, type: mrr_at_3
value: 35.407
verified: no, type: mrr_at_5
value: 36.771
verified: no, type: ndcg_at_1
value: 29.224
verified: no, type: ndcg_at_10
value: 38.805
verified: no, type: ndcg_at_100
value: 44.746
verified: no, type: ndcg_at_1000
value: 47.038000000000004
verified: no, type: ndcg_at_3
value: 33.269
verified: no, type: ndcg_at_5
value: 35.611
verified: no, type: precision_at_1
value: 29.224
verified: no, type: precision_at_10
value: 7.454
verified: no, type: precision_at_100
value: 1.221
verified: no, type: precision_at_1000
value: 0.16199999999999998
verified: no, type: precision_at_3
value: 16.134
verified: no, type: precision_at_5
value: 11.895
verified: no, type: recall_at_1
value: 23.158
verified: no, type: recall_at_10
value: 51.487
verified: no, type: recall_at_100
value: 77.464
verified: no, type: recall_at_1000
value: 92.525
verified: no, type: recall_at_3
value: 35.478
verified: no, type: recall_at_5
value: 41.722
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.456916666666668
verified: no, type: map_at_10
value: 33.5495
verified: no, type: map_at_100
value: 34.86808333333333
verified: no, type: map_at_1000
value: 34.98908333333333
verified: no, type: map_at_3
value: 30.59158333333334
verified: no, type: map_at_5
value: 32.24916666666667
verified: no, type: mrr_at_1
value: 29.387250000000005
verified: no, type: mrr_at_10
value: 37.73958333333333
verified: no, type: mrr_at_100
value: 38.6595
verified: no, type: mrr_at_1000
value: 38.718250000000005
verified: no, type: mrr_at_3
value: 35.31658333333333
verified: no, type: mrr_at_5
value: 36.69441666666667
verified: no, type: ndcg_at_1
value: 29.387250000000005
verified: no, type: ndcg_at_10
value: 38.910333333333334
verified: no, type: ndcg_at_100
value: 44.40241666666666
verified: no, type: ndcg_at_1000
value: 46.72008333333334
verified: no, type: ndcg_at_3
value: 34.045583333333326
verified: no, type: ndcg_at_5
value: 36.33725
verified: no, type: precision_at_1
value: 29.387250000000005
verified: no, type: precision_at_10
value: 7.034666666666668
verified: no, type: precision_at_100
value: 1.1698333333333333
verified: no, type: precision_at_1000
value: 0.15599999999999997
verified: no, type: precision_at_3
value: 15.866416666666666
verified: no, type: precision_at_5
value: 11.456333333333331
verified: no, type: recall_at_1
value: 24.456916666666668
verified: no, type: recall_at_10
value: 50.47758333333333
verified: no, type: recall_at_100
value: 74.52275
verified: no, type: recall_at_1000
value: 90.7105
verified: no, type: recall_at_3
value: 36.86275
verified: no, type: recall_at_5
value: 42.76533333333333
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.356
verified: no, type: map_at_10
value: 25.378
verified: no, type: map_at_100
value: 26.349
verified: no, type: map_at_1000
value: 26.451
verified: no, type: map_at_3
value: 23.403
verified: no, type: map_at_5
value: 24.614
verified: no, type: mrr_at_1
value: 22.086
verified: no, type: mrr_at_10
value: 28.072000000000003
verified: no, type: mrr_at_100
value: 28.887
verified: no, type: mrr_at_1000
value: 28.965999999999998
verified: no, type: mrr_at_3
value: 26.074
verified: no, type: mrr_at_5
value: 27.293
verified: no, type: ndcg_at_1
value: 22.086
verified: no, type: ndcg_at_10
value: 29.107
verified: no, type: ndcg_at_100
value: 34
verified: no, type: ndcg_at_1000
value: 36.793
verified: no, type: ndcg_at_3
value: 25.407999999999998
verified: no, type: ndcg_at_5
value: 27.375
verified: no, type: precision_at_1
value: 22.086
verified: no, type: precision_at_10
value: 4.678
verified: no, type: precision_at_100
value: 0.7779999999999999
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 10.992
verified: no, type: precision_at_5
value: 7.853000000000001
verified: no, type: recall_at_1
value: 19.356
verified: no, type: recall_at_10
value: 37.913999999999994
verified: no, type: recall_at_100
value: 60.507999999999996
verified: no, type: recall_at_1000
value: 81.459
verified: no, type: recall_at_3
value: 27.874
verified: no, type: recall_at_5
value: 32.688
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.008
verified: no, type: map_at_10
value: 22.431
verified: no, type: map_at_100
value: 23.61
verified: no, type: map_at_1000
value: 23.743
verified: no, type: map_at_3
value: 20.358
verified: no, type: map_at_5
value: 21.371000000000002
verified: no, type: mrr_at_1
value: 19.752
verified: no, type: mrr_at_10
value: 26.333000000000002
verified: no, type: mrr_at_100
value: 27.297
verified: no, type: mrr_at_1000
value: 27.378000000000004
verified: no, type: mrr_at_3
value: 24.358
verified: no, type: mrr_at_5
value: 25.354
verified: no, type: ndcg_at_1
value: 19.752
verified: no, type: ndcg_at_10
value: 26.712000000000003
verified: no, type: ndcg_at_100
value: 32.294
verified: no, type: ndcg_at_1000
value: 35.410000000000004
verified: no, type: ndcg_at_3
value: 22.974
verified: no, type: ndcg_at_5
value: 24.412
verified: no, type: precision_at_1
value: 19.752
verified: no, type: precision_at_10
value: 4.986
verified: no, type: precision_at_100
value: 0.924
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 10.966
verified: no, type: precision_at_5
value: 7.832
verified: no, type: recall_at_1
value: 16.008
verified: no, type: recall_at_10
value: 35.716
verified: no, type: recall_at_100
value: 60.76200000000001
verified: no, type: recall_at_1000
value: 83.204
verified: no, type: recall_at_3
value: 25.092
verified: no, type: recall_at_5
value: 28.858
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.743000000000002
verified: no, type: map_at_10
value: 34.492
verified: no, type: map_at_100
value: 35.716
verified: no, type: map_at_1000
value: 35.815999999999995
verified: no, type: map_at_3
value: 31.201
verified: no, type: map_at_5
value: 32.926
verified: no, type: mrr_at_1
value: 29.384
verified: no, type: mrr_at_10
value: 38.333
verified: no, type: mrr_at_100
value: 39.278
verified: no, type: mrr_at_1000
value: 39.330999999999996
verified: no, type: mrr_at_3
value: 35.65
verified: no, type: mrr_at_5
value: 36.947
verified: no, type: ndcg_at_1
value: 29.384
verified: no, type: ndcg_at_10
value: 40.195
verified: no, type: ndcg_at_100
value: 45.686
verified: no, type: ndcg_at_1000
value: 47.906
verified: no, type: ndcg_at_3
value: 34.477000000000004
verified: no, type: ndcg_at_5
value: 36.89
verified: no, type: precision_at_1
value: 29.384
verified: no, type: precision_at_10
value: 7.164
verified: no, type: precision_at_100
value: 1.111
verified: no, type: precision_at_1000
value: 0.13999999999999999
verified: no, type: precision_at_3
value: 15.983
verified: no, type: precision_at_5
value: 11.418000000000001
verified: no, type: recall_at_1
value: 24.743000000000002
verified: no, type: recall_at_10
value: 53.602000000000004
verified: no, type: recall_at_100
value: 77.266
verified: no, type: recall_at_1000
value: 92.857
verified: no, type: recall_at_3
value: 37.921
verified: no, type: recall_at_5
value: 44.124
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.531
verified: no, type: map_at_10
value: 35.933
verified: no, type: map_at_100
value: 37.913000000000004
verified: no, type: map_at_1000
value: 38.146
verified: no, type: map_at_3
value: 32.713
verified: no, type: map_at_5
value: 34.339999999999996
verified: no, type: mrr_at_1
value: 32.806000000000004
verified: no, type: mrr_at_10
value: 41.728
verified: no, type: mrr_at_100
value: 42.731
verified: no, type: mrr_at_1000
value: 42.777
verified: no, type: mrr_at_3
value: 39.065
verified: no, type: mrr_at_5
value: 40.467999999999996
verified: no, type: ndcg_at_1
value: 32.806000000000004
verified: no, type: ndcg_at_10
value: 42.254999999999995
verified: no, type: ndcg_at_100
value: 48.687999999999995
verified: no, type: ndcg_at_1000
value: 50.784
verified: no, type: ndcg_at_3
value: 37.330999999999996
verified: no, type: ndcg_at_5
value: 39.305
verified: no, type: precision_at_1
value: 32.806000000000004
verified: no, type: precision_at_10
value: 8.34
verified: no, type: precision_at_100
value: 1.7209999999999999
verified: no, type: precision_at_1000
value: 0.252
verified: no, type: precision_at_3
value: 17.589
verified: no, type: precision_at_5
value: 12.845999999999998
verified: no, type: recall_at_1
value: 26.531
verified: no, type: recall_at_10
value: 53.266000000000005
verified: no, type: recall_at_100
value: 81.49499999999999
verified: no, type: recall_at_1000
value: 94.506
verified: no, type: recall_at_3
value: 38.848
verified: no, type: recall_at_5
value: 44.263000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.77
verified: no, type: map_at_10
value: 28.504
verified: no, type: map_at_100
value: 29.580000000000002
verified: no, type: map_at_1000
value: 29.681
verified: no, type: map_at_3
value: 26.134
verified: no, type: map_at_5
value: 27.551
verified: no, type: mrr_at_1
value: 22.736
verified: no, type: mrr_at_10
value: 30.713
verified: no, type: mrr_at_100
value: 31.628
verified: no, type: mrr_at_1000
value: 31.701
verified: no, type: mrr_at_3
value: 28.497
verified: no, type: mrr_at_5
value: 29.799999999999997
verified: no, type: ndcg_at_1
value: 22.736
verified: no, type: ndcg_at_10
value: 33.048
verified: no, type: ndcg_at_100
value: 38.321
verified: no, type: ndcg_at_1000
value: 40.949999999999996
verified: no, type: ndcg_at_3
value: 28.521
verified: no, type: ndcg_at_5
value: 30.898999999999997
verified: no, type: precision_at_1
value: 22.736
verified: no, type: precision_at_10
value: 5.194
verified: no, type: precision_at_100
value: 0.86
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 12.2
verified: no, type: precision_at_5
value: 8.762
verified: no, type: recall_at_1
value: 20.77
verified: no, type: recall_at_10
value: 44.741
verified: no, type: recall_at_100
value: 68.987
verified: no, type: recall_at_1000
value: 88.984
verified: no, type: recall_at_3
value: 32.830999999999996
verified: no, type: recall_at_5
value: 38.452999999999996
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.646
verified: no, type: map_at_10
value: 17.432
verified: no, type: map_at_100
value: 19.347
verified: no, type: map_at_1000
value: 19.555
verified: no, type: map_at_3
value: 14.355
verified: no, type: map_at_5
value: 15.83
verified: no, type: mrr_at_1
value: 21.433
verified: no, type: mrr_at_10
value: 32.583
verified: no, type: mrr_at_100
value: 33.708
verified: no, type: mrr_at_1000
value: 33.751999999999995
verified: no, type: mrr_at_3
value: 28.979
verified: no, type: mrr_at_5
value: 30.979
verified: no, type: ndcg_at_1
value: 21.433
verified: no, type: ndcg_at_10
value: 25.025
verified: no, type: ndcg_at_100
value: 32.818999999999996
verified: no, type: ndcg_at_1000
value: 36.549
verified: no, type: ndcg_at_3
value: 19.689
verified: no, type: ndcg_at_5
value: 21.462
verified: no, type: precision_at_1
value: 21.433
verified: no, type: precision_at_10
value: 8.085
verified: no, type: precision_at_100
value: 1.6340000000000001
verified: no, type: precision_at_1000
value: 0.233
verified: no, type: precision_at_3
value: 14.832
verified: no, type: precision_at_5
value: 11.530999999999999
verified: no, type: recall_at_1
value: 9.646
verified: no, type: recall_at_10
value: 31.442999999999998
verified: no, type: recall_at_100
value: 58.48
verified: no, type: recall_at_1000
value: 79.253
verified: no, type: recall_at_3
value: 18.545
verified: no, type: recall_at_5
value: 23.362
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.48
verified: no, type: map_at_10
value: 18.127
verified: no, type: map_at_100
value: 25.563999999999997
verified: no, type: map_at_1000
value: 27.386
verified: no, type: map_at_3
value: 13.189
verified: no, type: map_at_5
value: 15.417
verified: no, type: mrr_at_1
value: 63.74999999999999
verified: no, type: mrr_at_10
value: 71.34899999999999
verified: no, type: mrr_at_100
value: 71.842
verified: no, type: mrr_at_1000
value: 71.851
verified: no, type: mrr_at_3
value: 69.167
verified: no, type: mrr_at_5
value: 70.479
verified: no, type: ndcg_at_1
value: 51.87500000000001
verified: no, type: ndcg_at_10
value: 38.792
verified: no, type: ndcg_at_100
value: 43.889
verified: no, type: ndcg_at_1000
value: 51.561
verified: no, type: ndcg_at_3
value: 42.686
verified: no, type: ndcg_at_5
value: 40.722
verified: no, type: precision_at_1
value: 63.74999999999999
verified: no, type: precision_at_10
value: 30.375000000000004
verified: no, type: precision_at_100
value: 10.103
verified: no, type: precision_at_1000
value: 2.257
verified: no, type: precision_at_3
value: 45.167
verified: no, type: precision_at_5
value: 38.95
verified: no, type: recall_at_1
value: 8.48
verified: no, type: recall_at_10
value: 23.008
verified: no, type: recall_at_100
value: 48.875
verified: no, type: recall_at_1000
value: 73.402
verified: no, type: recall_at_3
value: 14.377
verified: no, type: recall_at_5
value: 17.819
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 47.83
verified: no, type: f1
value: 41.76842531751529
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 62.247
verified: no, type: map_at_10
value: 72.782
verified: no, type: map_at_100
value: 73.095
verified: no, type: map_at_1000
value: 73.112
verified: no, type: map_at_3
value: 70.928
verified: no, type: map_at_5
value: 72.173
verified: no, type: mrr_at_1
value: 67.372
verified: no, type: mrr_at_10
value: 77.538
verified: no, type: mrr_at_100
value: 77.741
verified: no, type: mrr_at_1000
value: 77.74600000000001
verified: no, type: mrr_at_3
value: 75.938
verified: no, type: mrr_at_5
value: 77.054
verified: no, type: ndcg_at_1
value: 67.372
verified: no, type: ndcg_at_10
value: 78.001
verified: no, type: ndcg_at_100
value: 79.295
verified: no, type: ndcg_at_1000
value: 79.648
verified: no, type: ndcg_at_3
value: 74.71
verified: no, type: ndcg_at_5
value: 76.712
verified: no, type: precision_at_1
value: 67.372
verified: no, type: precision_at_10
value: 9.844999999999999
verified: no, type: precision_at_100
value: 1.065
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 29.308
verified: no, type: precision_at_5
value: 18.731
verified: no, type: recall_at_1
value: 62.247
verified: no, type: recall_at_10
value: 89.453
verified: no, type: recall_at_100
value: 94.998
verified: no, type: recall_at_1000
value: 97.385
verified: no, type: recall_at_3
value: 80.563
verified: no, type: recall_at_5
value: 85.58099999999999
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.587
verified: no, type: map_at_10
value: 37.316
verified: no, type: map_at_100
value: 39.542
verified: no, type: map_at_1000
value: 39.701
verified: no, type: map_at_3
value: 32.332
verified: no, type: map_at_5
value: 35.172
verified: no, type: mrr_at_1
value: 42.437999999999995
verified: no, type: mrr_at_10
value: 51.98500000000001
verified: no, type: mrr_at_100
value: 52.910999999999994
verified: no, type: mrr_at_1000
value: 52.944
verified: no, type: mrr_at_3
value: 49.691
verified: no, type: mrr_at_5
value: 51.15
verified: no, type: ndcg_at_1
value: 42.437999999999995
verified: no, type: ndcg_at_10
value: 45.016
verified: no, type: ndcg_at_100
value: 52.541000000000004
verified: no, type: ndcg_at_1000
value: 54.99699999999999
verified: no, type: ndcg_at_3
value: 41.175
verified: no, type: ndcg_at_5
value: 42.647
verified: no, type: precision_at_1
value: 42.437999999999995
verified: no, type: precision_at_10
value: 12.855
verified: no, type: precision_at_100
value: 2.049
verified: no, type: precision_at_1000
value: 0.247
verified: no, type: precision_at_3
value: 27.675
verified: no, type: precision_at_5
value: 20.617
verified: no, type: recall_at_1
value: 22.587
verified: no, type: recall_at_10
value: 51.547
verified: no, type: recall_at_100
value: 78.88
verified: no, type: recall_at_1000
value: 93.741
verified: no, type: recall_at_3
value: 37.256
verified: no, type: recall_at_5
value: 44.295
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.451
verified: no, type: map_at_10
value: 48.082
verified: no, type: map_at_100
value: 49.08
verified: no, type: map_at_1000
value: 49.163000000000004
verified: no, type: map_at_3
value: 44.766
verified: no, type: map_at_5
value: 46.722
verified: no, type: mrr_at_1
value: 64.902
verified: no, type: mrr_at_10
value: 72.195
verified: no, type: mrr_at_100
value: 72.572
verified: no, type: mrr_at_1000
value: 72.589
verified: no, type: mrr_at_3
value: 70.774
verified: no, type: mrr_at_5
value: 71.611
verified: no, type: ndcg_at_1
value: 64.902
verified: no, type: ndcg_at_10
value: 57.14399999999999
verified: no, type: ndcg_at_100
value: 60.916000000000004
verified: no, type: ndcg_at_1000
value: 62.649
verified: no, type: ndcg_at_3
value: 52.09
verified: no, type: ndcg_at_5
value: 54.70399999999999
verified: no, type: precision_at_1
value: 64.902
verified: no, type: precision_at_10
value: 12.136
verified: no, type: precision_at_100
value: 1.51
verified: no, type: precision_at_1000
value: 0.174
verified: no, type: precision_at_3
value: 32.933
verified: no, type: precision_at_5
value: 21.823
verified: no, type: recall_at_1
value: 32.451
verified: no, type: recall_at_10
value: 60.682
verified: no, type: recall_at_100
value: 75.523
verified: no, type: recall_at_1000
value: 87.063
verified: no, type: recall_at_3
value: 49.399
verified: no, type: recall_at_5
value: 54.55799999999999
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 89.6584
verified: no, type: ap
value: 85.36881978624284
verified: no, type: f1
value: 89.64170045393931
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 17.942
verified: no, type: map_at_10
value: 29.755
verified: no, type: map_at_100
value: 31.008000000000003
verified: no, type: map_at_1000
value: 31.067
verified: no, type: map_at_3
value: 25.959
verified: no, type: map_at_5
value: 28.044999999999998
verified: no, type: mrr_at_1
value: 18.467
verified: no, type: mrr_at_10
value: 30.253000000000004
verified: no, type: mrr_at_100
value: 31.461
verified: no, type: mrr_at_1000
value: 31.513
verified: no, type: mrr_at_3
value: 26.528000000000002
verified: no, type: mrr_at_5
value: 28.588
verified: no, type: ndcg_at_1
value: 18.467
verified: no, type: ndcg_at_10
value: 36.510999999999996
verified: no, type: ndcg_at_100
value: 42.748999999999995
verified: no, type: ndcg_at_1000
value: 44.188
verified: no, type: ndcg_at_3
value: 28.752
verified: no, type: ndcg_at_5
value: 32.462
verified: no, type: precision_at_1
value: 18.467
verified: no, type: precision_at_10
value: 6.006
verified: no, type: precision_at_100
value: 0.9169999999999999
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 12.55
verified: no, type: precision_at_5
value: 9.395000000000001
verified: no, type: recall_at_1
value: 17.942
verified: no, type: recall_at_10
value: 57.440000000000005
verified: no, type: recall_at_100
value: 86.66199999999999
verified: no, type: recall_at_1000
value: 97.613
verified: no, type: recall_at_3
value: 36.271
verified: no, type: recall_at_5
value: 45.167
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.76652986776104
verified: no, type: f1
value: 93.726741953801
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 67.79753761969903
verified: no, type: f1
value: 45.8547023848409
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: 70.26563550773369
verified: no, type: f1
value: 67.37602000921103
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 74.51244115669132
verified: no, type: f1
value: 73.79891534060464
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: 33.88016176143737
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: 32.07643038274053
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.81344342001539
verified: no, type: mrr
value: 31.82078962760685
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.617
verified: no, type: map_at_10
value: 11.501
verified: no, type: map_at_100
value: 14.729999999999999
verified: no, type: map_at_1000
value: 16.209
verified: no, type: map_at_3
value: 8.275
verified: no, type: map_at_5
value: 9.853000000000002
verified: no, type: mrr_at_1
value: 41.486000000000004
verified: no, type: mrr_at_10
value: 51.471999999999994
verified: no, type: mrr_at_100
value: 52.020999999999994
verified: no, type: mrr_at_1000
value: 52.066
verified: no, type: mrr_at_3
value: 49.484
verified: no, type: mrr_at_5
value: 50.660000000000004
verified: no, type: ndcg_at_1
value: 38.854
verified: no, type: ndcg_at_10
value: 31.567
verified: no, type: ndcg_at_100
value: 29.842999999999996
verified: no, type: ndcg_at_1000
value: 38.995000000000005
verified: no, type: ndcg_at_3
value: 36.785000000000004
verified: no, type: ndcg_at_5
value: 34.955000000000005
verified: no, type: precision_at_1
value: 40.867
verified: no, type: precision_at_10
value: 23.591
verified: no, type: precision_at_100
value: 7.771
verified: no, type: precision_at_1000
value: 2.11
verified: no, type: precision_at_3
value: 35.397
verified: no, type: precision_at_5
value: 30.959999999999997
verified: no, type: recall_at_1
value: 4.617
verified: no, type: recall_at_10
value: 15.609
verified: no, type: recall_at_100
value: 31.313999999999997
verified: no, type: recall_at_1000
value: 63.085
verified: no, type: recall_at_3
value: 9.746
verified: no, type: recall_at_5
value: 12.295
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.797
verified: no, type: map_at_10
value: 44.822
verified: no, type: map_at_100
value: 45.891999999999996
verified: no, type: map_at_1000
value: 45.919
verified: no, type: map_at_3
value: 40.237
verified: no, type: map_at_5
value: 42.913000000000004
verified: no, type: mrr_at_1
value: 32.561
verified: no, type: mrr_at_10
value: 46.982
verified: no, type: mrr_at_100
value: 47.827
verified: no, type: mrr_at_1000
value: 47.843999999999994
verified: no, type: mrr_at_3
value: 43.26
verified: no, type: mrr_at_5
value: 45.527
verified: no, type: ndcg_at_1
value: 32.532
verified: no, type: ndcg_at_10
value: 52.832
verified: no, type: ndcg_at_100
value: 57.343999999999994
verified: no, type: ndcg_at_1000
value: 57.93899999999999
verified: no, type: ndcg_at_3
value: 44.246
verified: no, type: ndcg_at_5
value: 48.698
verified: no, type: precision_at_1
value: 32.532
verified: no, type: precision_at_10
value: 9.003
verified: no, type: precision_at_100
value: 1.1480000000000001
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 20.605999999999998
verified: no, type: precision_at_5
value: 14.954
verified: no, type: recall_at_1
value: 28.797
verified: no, type: recall_at_10
value: 75.065
verified: no, type: recall_at_100
value: 94.6
verified: no, type: recall_at_1000
value: 98.967
verified: no, type: recall_at_3
value: 52.742
verified: no, type: recall_at_5
value: 63.012
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 69.84700000000001
verified: no, type: map_at_10
value: 83.91499999999999
verified: no, type: map_at_100
value: 84.568
verified: no, type: map_at_1000
value: 84.584
verified: no, type: map_at_3
value: 80.87299999999999
verified: no, type: map_at_5
value: 82.76299999999999
verified: no, type: mrr_at_1
value: 80.4
verified: no, type: mrr_at_10
value: 86.843
verified: no, type: mrr_at_100
value: 86.956
verified: no, type: mrr_at_1000
value: 86.957
verified: no, type: mrr_at_3
value: 85.843
verified: no, type: mrr_at_5
value: 86.521
verified: no, type: ndcg_at_1
value: 80.4
verified: no, type: ndcg_at_10
value: 87.787
verified: no, type: ndcg_at_100
value: 89.039
verified: no, type: ndcg_at_1000
value: 89.137
verified: no, type: ndcg_at_3
value: 84.76700000000001
verified: no, type: ndcg_at_5
value: 86.413
verified: no, type: precision_at_1
value: 80.4
verified: no, type: precision_at_10
value: 13.391
verified: no, type: precision_at_100
value: 1.533
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.123
verified: no, type: precision_at_5
value: 24.462
verified: no, type: recall_at_1
value: 69.84700000000001
verified: no, type: recall_at_10
value: 95.296
verified: no, type: recall_at_100
value: 99.543
verified: no, type: recall_at_1000
value: 99.98700000000001
verified: no, type: recall_at_3
value: 86.75
verified: no, type: recall_at_5
value: 91.33099999999999
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 54.24501738730203
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: 61.28243705082983
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.473
verified: no, type: map_at_10
value: 8.944
verified: no, type: map_at_100
value: 11.21
verified: no, type: map_at_1000
value: 11.601
verified: no, type: map_at_3
value: 6.167
verified: no, type: map_at_5
value: 7.438000000000001
verified: no, type: mrr_at_1
value: 17.1
verified: no, type: mrr_at_10
value: 26.487
verified: no, type: mrr_at_100
value: 27.888
verified: no, type: mrr_at_1000
value: 27.961000000000002
verified: no, type: mrr_at_3
value: 23.25
verified: no, type: mrr_at_5
value: 24.91
verified: no, type: ndcg_at_1
value: 17.1
verified: no, type: ndcg_at_10
value: 15.615000000000002
verified: no, type: ndcg_at_100
value: 24.667
verified: no, type: ndcg_at_1000
value: 31.467
verified: no, type: ndcg_at_3
value: 14.035
verified: no, type: ndcg_at_5
value: 12.443
verified: no, type: precision_at_1
value: 17.1
verified: no, type: precision_at_10
value: 8.4
verified: no, type: precision_at_100
value: 2.149
verified: no, type: precision_at_1000
value: 0.378
verified: no, type: precision_at_3
value: 13.200000000000001
verified: no, type: precision_at_5
value: 11.06
verified: no, type: recall_at_1
value: 3.473
verified: no, type: recall_at_10
value: 17.087
verified: no, type: recall_at_100
value: 43.641999999999996
verified: no, type: recall_at_1000
value: 76.7
verified: no, type: recall_at_3
value: 8.037999999999998
verified: no, type: recall_at_5
value: 11.232000000000001
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: 86.07032781899852
verified: no, type: cos_sim_spearman
value: 81.86668245459153
verified: no, type: euclidean_pearson
value: 83.75572948495356
verified: no, type: euclidean_spearman
value: 81.88575221829207
verified: no, type: manhattan_pearson
value: 83.73171218997966
verified: no, type: manhattan_spearman
value: 81.85928771458329
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: 80.29008828604368
verified: no, type: cos_sim_spearman
value: 70.7510437896188
verified: no, type: euclidean_pearson
value: 76.65867322096001
verified: no, type: euclidean_spearman
value: 70.53984435296805
verified: no, type: manhattan_pearson
value: 76.6398826461678
verified: no, type: manhattan_spearman
value: 70.55153706770477
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 83.55610063096913
verified: no, type: cos_sim_spearman
value: 84.36676850545378
verified: no, type: euclidean_pearson
value: 82.81438612985889
verified: no, type: euclidean_spearman
value: 84.182693686057
verified: no, type: manhattan_pearson
value: 82.8355239074719
verified: no, type: manhattan_spearman
value: 84.19280249146543
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: 78.94275022740113
verified: no, type: cos_sim_spearman
value: 74.50851813226338
verified: no, type: euclidean_pearson
value: 77.30867917552419
verified: no, type: euclidean_spearman
value: 74.55661368823343
verified: no, type: manhattan_pearson
value: 77.31883134876524
verified: no, type: manhattan_spearman
value: 74.58999819014154
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: 85.62907185533146
verified: no, type: cos_sim_spearman
value: 86.40667080261993
verified: no, type: euclidean_pearson
value: 85.15184748925726
verified: no, type: euclidean_spearman
value: 86.33853519247509
verified: no, type: manhattan_pearson
value: 85.21542426870172
verified: no, type: manhattan_spearman
value: 86.4076178438401
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 83.42449758804275
verified: no, type: cos_sim_spearman
value: 84.7411616479609
verified: no, type: euclidean_pearson
value: 83.56616729612806
verified: no, type: euclidean_spearman
value: 84.44493050289694
verified: no, type: manhattan_pearson
value: 83.50906591764574
verified: no, type: manhattan_spearman
value: 84.39704993090794
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: 88.84843806728331
verified: no, type: cos_sim_spearman
value: 89.03139214250334
verified: no, type: euclidean_pearson
value: 89.63615835813032
verified: no, type: euclidean_spearman
value: 89.33022202130817
verified: no, type: manhattan_pearson
value: 89.67071925715891
verified: no, type: manhattan_spearman
value: 89.29339683171531
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 65.65559857216783
verified: no, type: cos_sim_spearman
value: 65.86805861979079
verified: no, type: euclidean_pearson
value: 66.69697475461513
verified: no, type: euclidean_spearman
value: 66.07735691378713
verified: no, type: manhattan_pearson
value: 66.63427637906918
verified: no, type: manhattan_spearman
value: 65.95720565040364
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: 86.06435608928308
verified: no, type: cos_sim_spearman
value: 86.46139340079428
verified: no, type: euclidean_pearson
value: 86.4874804471064
verified: no, type: euclidean_spearman
value: 86.19390771731406
verified: no, type: manhattan_pearson
value: 86.51184704840284
verified: no, type: manhattan_spearman
value: 86.19094101171963
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 85.10723925640346
verified: no, type: mrr
value: 95.62579305226365
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 56.233
verified: no, type: map_at_10
value: 64.94
verified: no, type: map_at_100
value: 65.508
verified: no, type: map_at_1000
value: 65.537
verified: no, type: map_at_3
value: 62.121
verified: no, type: map_at_5
value: 63.92400000000001
verified: no, type: mrr_at_1
value: 58.667
verified: no, type: mrr_at_10
value: 66.352
verified: no, type: mrr_at_100
value: 66.751
verified: no, type: mrr_at_1000
value: 66.777
verified: no, type: mrr_at_3
value: 64.22200000000001
verified: no, type: mrr_at_5
value: 65.656
verified: no, type: ndcg_at_1
value: 58.667
verified: no, type: ndcg_at_10
value: 69.318
verified: no, type: ndcg_at_100
value: 71.822
verified: no, type: ndcg_at_1000
value: 72.578
verified: no, type: ndcg_at_3
value: 64.532
verified: no, type: ndcg_at_5
value: 67.292
verified: no, type: precision_at_1
value: 58.667
verified: no, type: precision_at_10
value: 9.133
verified: no, type: precision_at_100
value: 1.05
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 24.889
verified: no, type: precision_at_5
value: 16.733
verified: no, type: recall_at_1
value: 56.233
verified: no, type: recall_at_10
value: 81.206
verified: no, type: recall_at_100
value: 92.80000000000001
verified: no, type: recall_at_1000
value: 98.667
verified: no, type: recall_at_3
value: 68.672
verified: no, type: recall_at_5
value: 75.378
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: 99.56336633663366
verified: no, type: cos_sim_ap
value: 86.13024319858586
verified: no, type: cos_sim_f1
value: 76.80157946692991
verified: no, type: cos_sim_precision
value: 75.82846003898635
verified: no, type: cos_sim_recall
value: 77.8
verified: no, type: dot_accuracy
value: 99.56336633663366
verified: no, type: dot_ap
value: 86.13028343072267
verified: no, type: dot_f1
value: 76.80157946692991
verified: no, type: dot_precision
value: 75.82846003898635
verified: no, type: dot_recall
value: 77.8
verified: no, type: euclidean_accuracy
value: 99.56336633663366
verified: no, type: euclidean_ap
value: 86.13029040641543
verified: no, type: euclidean_f1
value: 76.80157946692991
verified: no, type: euclidean_precision
value: 75.82846003898635
verified: no, type: euclidean_recall
value: 77.8
verified: no, type: manhattan_accuracy
value: 99.56534653465347
verified: no, type: manhattan_ap
value: 86.24817068330776
verified: no, type: manhattan_f1
value: 77.13580246913581
verified: no, type: manhattan_precision
value: 76.19512195121952
verified: no, type: manhattan_recall
value: 78.10000000000001
verified: no, type: max_accuracy
value: 99.56534653465347
verified: no, type: max_ap
value: 86.24817068330776
verified: no, type: max_f1
value: 77.13580246913581
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 64.69564559409538
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 34.23127531581388
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 49.845357053686975
verified: no, type: mrr
value: 50.59803656311009
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 29.02241691876377
verified: no, type: cos_sim_spearman
value: 29.017719340560923
verified: no, type: dot_pearson
value: 29.59373129445045
verified: no, type: dot_spearman
value: 29.616196388331968
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.157
verified: no, type: map_at_10
value: 0.9440000000000001
verified: no, type: map_at_100
value: 4.61
verified: no, type: map_at_1000
value: 11.488
verified: no, type: map_at_3
value: 0.396
verified: no, type: map_at_5
value: 0.569
verified: no, type: mrr_at_1
value: 57.99999999999999
verified: no, type: mrr_at_10
value: 71.672
verified: no, type: mrr_at_100
value: 71.707
verified: no, type: mrr_at_1000
value: 71.707
verified: no, type: mrr_at_3
value: 68.333
verified: no, type: mrr_at_5
value: 70.533
verified: no, type: ndcg_at_1
value: 54
verified: no, type: ndcg_at_10
value: 45.216
verified: no, type: ndcg_at_100
value: 32.623999999999995
verified: no, type: ndcg_at_1000
value: 33.006
verified: no, type: ndcg_at_3
value: 51.76500000000001
verified: no, type: ndcg_at_5
value: 47.888999999999996
verified: no, type: precision_at_1
value: 57.99999999999999
verified: no, type: precision_at_10
value: 48
verified: no, type: precision_at_100
value: 32.74
verified: no, type: precision_at_1000
value: 14.588000000000001
verified: no, type: precision_at_3
value: 55.333
verified: no, type: precision_at_5
value: 51.2
verified: no, type: recall_at_1
value: 0.157
verified: no, type: recall_at_10
value: 1.212
verified: no, type: recall_at_100
value: 7.868
verified: no, type: recall_at_1000
value: 31.583
verified: no, type: recall_at_3
value: 0.443
verified: no, type: recall_at_5
value: 0.6779999999999999
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.545
verified: no, type: map_at_10
value: 4.6690000000000005
verified: no, type: map_at_100
value: 8.982
verified: no, type: map_at_1000
value: 10.453999999999999
verified: no, type: map_at_3
value: 2.35
verified: no, type: map_at_5
value: 3.168
verified: no, type: mrr_at_1
value: 18.367
verified: no, type: mrr_at_10
value: 28.599999999999998
verified: no, type: mrr_at_100
value: 30.287
verified: no, type: mrr_at_1000
value: 30.339
verified: no, type: mrr_at_3
value: 24.490000000000002
verified: no, type: mrr_at_5
value: 27.040999999999997
verified: no, type: ndcg_at_1
value: 17.347
verified: no, type: ndcg_at_10
value: 13.868
verified: no, type: ndcg_at_100
value: 25.499
verified: no, type: ndcg_at_1000
value: 37.922
verified: no, type: ndcg_at_3
value: 13.746
verified: no, type: ndcg_at_5
value: 13.141
verified: no, type: precision_at_1
value: 18.367
verified: no, type: precision_at_10
value: 12.653
verified: no, type: precision_at_100
value: 5.776
verified: no, type: precision_at_1000
value: 1.3860000000000001
verified: no, type: precision_at_3
value: 13.605
verified: no, type: precision_at_5
value: 13.061
verified: no, type: recall_at_1
value: 1.545
verified: no, type: recall_at_10
value: 9.305
verified: no, type: recall_at_100
value: 38.084
verified: no, type: recall_at_1000
value: 75.897
verified: no, type: recall_at_3
value: 2.903
verified: no, type: recall_at_5
value: 4.8919999999999995
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 70.8454
verified: no, type: ap
value: 14.744783758537974
verified: no, type: f1
value: 54.86055534008869
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 58.71250707413695
verified: no, type: f1
value: 58.76581794782603
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 49.314744135178934
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 84.13899982118377
verified: no, type: cos_sim_ap
value: 68.03329474978145
verified: no, type: cos_sim_f1
value: 63.31192005710206
verified: no, type: cos_sim_precision
value: 57.6473136915078
verified: no, type: cos_sim_recall
value: 70.21108179419525
verified: no, type: dot_accuracy
value: 84.13899982118377
verified: no, type: dot_ap
value: 68.03324775052695
verified: no, type: dot_f1
value: 63.31192005710206
verified: no, type: dot_precision
value: 57.6473136915078
verified: no, type: dot_recall
value: 70.21108179419525
verified: no, type: euclidean_accuracy
value: 84.13899982118377
verified: no, type: euclidean_ap
value: 68.03331114508686
verified: no, type: euclidean_f1
value: 63.31192005710206
verified: no, type: euclidean_precision
value: 57.6473136915078
verified: no, type: euclidean_recall
value: 70.21108179419525
verified: no, type: manhattan_accuracy
value: 84.12111819753234
verified: no, type: manhattan_ap
value: 67.97378509663328
verified: no, type: manhattan_f1
value: 63.38468945594607
verified: no, type: manhattan_precision
value: 58.2779991146525
verified: no, type: manhattan_recall
value: 69.47229551451187
verified: no, type: max_accuracy
value: 84.13899982118377
verified: no, type: max_ap
value: 68.03331114508686
verified: no, type: max_f1
value: 63.38468945594607
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: 87.68774013272791
verified: no, type: cos_sim_ap
value: 83.51733662214374
verified: no, type: cos_sim_f1
value: 75.82190771045259
verified: no, type: cos_sim_precision
value: 72.72341628959276
verified: no, type: cos_sim_recall
value: 79.19618109023713
verified: no, type: dot_accuracy
value: 87.68774013272791
verified: no, type: dot_ap
value: 83.5173527754126
verified: no, type: dot_f1
value: 75.82190771045259
verified: no, type: dot_precision
value: 72.72341628959276
verified: no, type: dot_recall
value: 79.19618109023713
verified: no, type: euclidean_accuracy
value: 87.68774013272791
verified: no, type: euclidean_ap
value: 83.51734651146224
verified: no, type: euclidean_f1
value: 75.82190771045259
verified: no, type: euclidean_precision
value: 72.72341628959276
verified: no, type: euclidean_recall
value: 79.19618109023713
verified: no, type: manhattan_accuracy
value: 87.67221640082276
verified: no, type: manhattan_ap
value: 83.51179463759505
verified: no, type: manhattan_f1
value: 75.76243980738361
verified: no, type: manhattan_precision
value: 71.99112590127565
verified: no, type: manhattan_recall
value: 79.95072374499537
verified: no, type: max_accuracy
value: 87.68774013272791
verified: no, type: max_ap
value: 83.5173527754126
verified: no, type: max_f1
value: 75.82190771045259
verified: no
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Created: 2023-07-26 02:57:41