Model: mlx-community/multilingual-e5-base-mlx
Author: mlx-community
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, xlm-roberta, mteb, Sentence Transformers, sentence-similarity, mlx, multilingual, af, am, ar, as, az, be, bg, bn, br, bs, ca, cs, cy, da, de, el, en, eo, es, et, eu, fa, fi, fr, fy, ga, gd, gl, gu, ha, he, hi, hr, hu, hy, id, is, it, ja, jv, ka, kk, km, kn, ko, ku, ky, la, lo, lt, lv, mg, mk, ml, mn, mr, ms, my, ne, nl, no, om, or, pa, pl, ps, pt, ro, ru, sa, sd, si, sk, sl, so, sq, sr, su, sv, sw, ta, te, th, tl, tr, ug, uk, ur, uz, vi, xh, yi, zh, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: language: multilingual, af, am, ar, as, az, be, bg, bn, br, bs, ca, cs, cy, da, de, el, en, eo, es, et, eu, fa, fi, fr, fy, ga, gd, gl, gu, ha, he, hi, hr, hu, hy, id, is, it, ja, jv, ka, kk, km, kn, ko, ku, ky, la, lo, lt, lv, mg, mk, ml, mn, mr, ms, my, ne, nl, no, om, or, pa, pl, ps, pt, ro, ru, sa, sd, si, sk, sl, so, sq, sr, su, sv, sw, ta, te, th, tl, tr, ug, uk, ur, uz, vi, xh, yi, zh
license: mit
tags: mteb, Sentence Transformers, sentence-similarity, sentence-transformers, mlx
model-index: name: multilingual-e5-base
results: task: type: Classification
dataset: name: MTEB AmazonCounterfactualClassification (en)
type: mteb/amazon_counterfactual
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 78.97014925373135
verified: no, type: ap
value: 43.69351129103008
verified: no, type: f1
value: 73.38075030070492
verified: no, task: type: Classification
dataset: name: MTEB AmazonCounterfactualClassification (de)
type: mteb/amazon_counterfactual
config: de
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 71.7237687366167
verified: no, type: ap
value: 82.22089859962671
verified: no, type: f1
value: 69.95532758884401
verified: no, task: type: Classification
dataset: name: MTEB AmazonCounterfactualClassification (en-ext)
type: mteb/amazon_counterfactual
config: en-ext
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 79.65517241379312
verified: no, type: ap
value: 28.507918657094738
verified: no, type: f1
value: 66.84516013726119
verified: no, task: type: Classification
dataset: name: MTEB AmazonCounterfactualClassification (ja)
type: mteb/amazon_counterfactual
config: ja
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 73.32976445396146
verified: no, type: ap
value: 20.720481637566014
verified: no, type: f1
value: 59.78002763416003
verified: no, task: type: Classification
dataset: name: MTEB AmazonPolarityClassification
type: mteb/amazon_polarity
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 90.63775
verified: no, type: ap
value: 87.22277903861716
verified: no, type: f1
value: 90.60378636386807
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (en)
type: mteb/amazon_reviews_multi
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 44.546
verified: no, type: f1
value: 44.05666638370923
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (de)
type: mteb/amazon_reviews_multi
config: de
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 41.828
verified: no, type: f1
value: 41.2710255644252
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (es)
type: mteb/amazon_reviews_multi
config: es
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 40.534
verified: no, type: f1
value: 39.820743174270326
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (fr)
type: mteb/amazon_reviews_multi
config: fr
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 39.684
verified: no, type: f1
value: 39.11052682815307
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (ja)
type: mteb/amazon_reviews_multi
config: ja
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 37.436
verified: no, type: f1
value: 37.07082931930871
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (zh)
type: mteb/amazon_reviews_multi
config: zh
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 37.226000000000006
verified: no, type: f1
value: 36.65372077739185
verified: no, task: type: Retrieval
dataset: name: MTEB ArguAna
type: arguana
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.831000000000003
verified: no, type: map_at_10
value: 36.42
verified: no, type: map_at_100
value: 37.699
verified: no, type: map_at_1000
value: 37.724000000000004
verified: no, type: map_at_3
value: 32.207
verified: no, type: map_at_5
value: 34.312
verified: no, type: mrr_at_1
value: 23.257
verified: no, type: mrr_at_10
value: 36.574
verified: no, type: mrr_at_100
value: 37.854
verified: no, type: mrr_at_1000
value: 37.878
verified: no, type: mrr_at_3
value: 32.385000000000005
verified: no, type: mrr_at_5
value: 34.48
verified: no, type: ndcg_at_1
value: 22.831000000000003
verified: no, type: ndcg_at_10
value: 44.230000000000004
verified: no, type: ndcg_at_100
value: 49.974000000000004
verified: no, type: ndcg_at_1000
value: 50.522999999999996
verified: no, type: ndcg_at_3
value: 35.363
verified: no, type: ndcg_at_5
value: 39.164
verified: no, type: precision_at_1
value: 22.831000000000003
verified: no, type: precision_at_10
value: 6.935
verified: no, type: precision_at_100
value: 0.9520000000000001
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 14.841
verified: no, type: precision_at_5
value: 10.754
verified: no, type: recall_at_1
value: 22.831000000000003
verified: no, type: recall_at_10
value: 69.346
verified: no, type: recall_at_100
value: 95.235
verified: no, type: recall_at_1000
value: 99.36
verified: no, type: recall_at_3
value: 44.523
verified: no, type: recall_at_5
value: 53.769999999999996
verified: no, task: type: Clustering
dataset: name: MTEB ArxivClusteringP2P
type: mteb/arxiv-clustering-p2p
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 40.27789869854063
verified: no, task: type: Clustering
dataset: name: MTEB ArxivClusteringS2S
type: mteb/arxiv-clustering-s2s
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 35.41979463347428
verified: no, task: type: Reranking
dataset: name: MTEB AskUbuntuDupQuestions
type: mteb/askubuntudupquestions-reranking
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 58.22752045109304
verified: no, type: mrr
value: 71.51112430198303
verified: no, task: type: STS
dataset: name: MTEB BIOSSES
type: mteb/biosses-sts
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 84.71147646622866
verified: no, type: cos_sim_spearman
value: 85.059167046486
verified: no, type: euclidean_pearson
value: 75.88421613600647
verified: no, type: euclidean_spearman
value: 75.12821787150585
verified: no, type: manhattan_pearson
value: 75.22005646957604
verified: no, type: manhattan_spearman
value: 74.42880434453272
verified: no, task: type: BitextMining
dataset: name: MTEB BUCC (de-en)
type: mteb/bucc-bitext-mining
config: de-en
split: test
revision: d51519689f32196a32af33b075a01d0e7c51e252
metrics: type: accuracy
value: 99.23799582463465
verified: no, type: f1
value: 99.12665274878218
verified: no, type: precision
value: 99.07098121085595
verified: no, type: recall
value: 99.23799582463465
verified: no, task: type: BitextMining
dataset: name: MTEB BUCC (fr-en)
type: mteb/bucc-bitext-mining
config: fr-en
split: test
revision: d51519689f32196a32af33b075a01d0e7c51e252
metrics: type: accuracy
value: 97.88685890380806
verified: no, type: f1
value: 97.59336708489249
verified: no, type: precision
value: 97.44662117543473
verified: no, type: recall
value: 97.88685890380806
verified: no, task: type: BitextMining
dataset: name: MTEB BUCC (ru-en)
type: mteb/bucc-bitext-mining
config: ru-en
split: test
revision: d51519689f32196a32af33b075a01d0e7c51e252
metrics: type: accuracy
value: 97.47142362313821
verified: no, type: f1
value: 97.1989377670015
verified: no, type: precision
value: 97.06384944001847
verified: no, type: recall
value: 97.47142362313821
verified: no, task: type: BitextMining
dataset: name: MTEB BUCC (zh-en)
type: mteb/bucc-bitext-mining
config: zh-en
split: test
revision: d51519689f32196a32af33b075a01d0e7c51e252
metrics: type: accuracy
value: 98.4728804634018
verified: no, type: f1
value: 98.2973494821836
verified: no, type: precision
value: 98.2095839915745
verified: no, type: recall
value: 98.4728804634018
verified: no, task: type: Classification
dataset: name: MTEB Banking77Classification
type: mteb/banking77
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 82.74025974025975
verified: no, type: f1
value: 82.67420447730439
verified: no, task: type: Clustering
dataset: name: MTEB BiorxivClusteringP2P
type: mteb/biorxiv-clustering-p2p
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 35.0380848063507
verified: no, task: type: Clustering
dataset: name: MTEB BiorxivClusteringS2S
type: mteb/biorxiv-clustering-s2s
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 29.45956405670166
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackAndroidRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.122
verified: no, type: map_at_10
value: 42.03
verified: no, type: map_at_100
value: 43.364000000000004
verified: no, type: map_at_1000
value: 43.474000000000004
verified: no, type: map_at_3
value: 38.804
verified: no, type: map_at_5
value: 40.585
verified: no, type: mrr_at_1
value: 39.914
verified: no, type: mrr_at_10
value: 48.227
verified: no, type: mrr_at_100
value: 49.018
verified: no, type: mrr_at_1000
value: 49.064
verified: no, type: mrr_at_3
value: 45.994
verified: no, type: mrr_at_5
value: 47.396
verified: no, type: ndcg_at_1
value: 39.914
verified: no, type: ndcg_at_10
value: 47.825
verified: no, type: ndcg_at_100
value: 52.852
verified: no, type: ndcg_at_1000
value: 54.891
verified: no, type: ndcg_at_3
value: 43.517
verified: no, type: ndcg_at_5
value: 45.493
verified: no, type: precision_at_1
value: 39.914
verified: no, type: precision_at_10
value: 8.956
verified: no, type: precision_at_100
value: 1.388
verified: no, type: precision_at_1000
value: 0.182
verified: no, type: precision_at_3
value: 20.791999999999998
verified: no, type: precision_at_5
value: 14.821000000000002
verified: no, type: recall_at_1
value: 32.122
verified: no, type: recall_at_10
value: 58.294999999999995
verified: no, type: recall_at_100
value: 79.726
verified: no, type: recall_at_1000
value: 93.099
verified: no, type: recall_at_3
value: 45.017
verified: no, type: recall_at_5
value: 51.002
verified: no, type: map_at_1
value: 29.677999999999997
verified: no, type: map_at_10
value: 38.684000000000005
verified: no, type: map_at_100
value: 39.812999999999995
verified: no, type: map_at_1000
value: 39.945
verified: no, type: map_at_3
value: 35.831
verified: no, type: map_at_5
value: 37.446
verified: no, type: mrr_at_1
value: 37.771
verified: no, type: mrr_at_10
value: 44.936
verified: no, type: mrr_at_100
value: 45.583
verified: no, type: mrr_at_1000
value: 45.634
verified: no, type: mrr_at_3
value: 42.771
verified: no, type: mrr_at_5
value: 43.994
verified: no, type: ndcg_at_1
value: 37.771
verified: no, type: ndcg_at_10
value: 44.059
verified: no, type: ndcg_at_100
value: 48.192
verified: no, type: ndcg_at_1000
value: 50.375
verified: no, type: ndcg_at_3
value: 40.172000000000004
verified: no, type: ndcg_at_5
value: 41.899
verified: no, type: precision_at_1
value: 37.771
verified: no, type: precision_at_10
value: 8.286999999999999
verified: no, type: precision_at_100
value: 1.322
verified: no, type: precision_at_1000
value: 0.178
verified: no, type: precision_at_3
value: 19.406000000000002
verified: no, type: precision_at_5
value: 13.745
verified: no, type: recall_at_1
value: 29.677999999999997
verified: no, type: recall_at_10
value: 53.071
verified: no, type: recall_at_100
value: 70.812
verified: no, type: recall_at_1000
value: 84.841
verified: no, type: recall_at_3
value: 41.016000000000005
verified: no, type: recall_at_5
value: 46.22
verified: no, type: map_at_1
value: 42.675000000000004
verified: no, type: map_at_10
value: 53.93599999999999
verified: no, type: map_at_100
value: 54.806999999999995
verified: no, type: map_at_1000
value: 54.867
verified: no, type: map_at_3
value: 50.934000000000005
verified: no, type: map_at_5
value: 52.583
verified: no, type: mrr_at_1
value: 48.339
verified: no, type: mrr_at_10
value: 57.265
verified: no, type: mrr_at_100
value: 57.873
verified: no, type: mrr_at_1000
value: 57.906
verified: no, type: mrr_at_3
value: 55.193000000000005
verified: no, type: mrr_at_5
value: 56.303000000000004
verified: no, type: ndcg_at_1
value: 48.339
verified: no, type: ndcg_at_10
value: 59.19799999999999
verified: no, type: ndcg_at_100
value: 62.743
verified: no, type: ndcg_at_1000
value: 63.99399999999999
verified: no, type: ndcg_at_3
value: 54.367
verified: no, type: ndcg_at_5
value: 56.548
verified: no, type: precision_at_1
value: 48.339
verified: no, type: precision_at_10
value: 9.216000000000001
verified: no, type: precision_at_100
value: 1.1809999999999998
verified: no, type: precision_at_1000
value: 0.134
verified: no, type: precision_at_3
value: 23.72
verified: no, type: precision_at_5
value: 16.025
verified: no, type: recall_at_1
value: 42.675000000000004
verified: no, type: recall_at_10
value: 71.437
verified: no, type: recall_at_100
value: 86.803
verified: no, type: recall_at_1000
value: 95.581
verified: no, type: recall_at_3
value: 58.434
verified: no, type: recall_at_5
value: 63.754
verified: no, type: map_at_1
value: 23.518
verified: no, type: map_at_10
value: 30.648999999999997
verified: no, type: map_at_100
value: 31.508999999999997
verified: no, type: map_at_1000
value: 31.604
verified: no, type: map_at_3
value: 28.247
verified: no, type: map_at_5
value: 29.65
verified: no, type: mrr_at_1
value: 25.650000000000002
verified: no, type: mrr_at_10
value: 32.771
verified: no, type: mrr_at_100
value: 33.554
verified: no, type: mrr_at_1000
value: 33.629999999999995
verified: no, type: mrr_at_3
value: 30.433
verified: no, type: mrr_at_5
value: 31.812
verified: no, type: ndcg_at_1
value: 25.650000000000002
verified: no, type: ndcg_at_10
value: 34.929
verified: no, type: ndcg_at_100
value: 39.382
verified: no, type: ndcg_at_1000
value: 41.913
verified: no, type: ndcg_at_3
value: 30.292
verified: no, type: ndcg_at_5
value: 32.629999999999995
verified: no, type: precision_at_1
value: 25.650000000000002
verified: no, type: precision_at_10
value: 5.311
verified: no, type: precision_at_100
value: 0.792
verified: no, type: precision_at_1000
value: 0.105
verified: no, type: precision_at_3
value: 12.58
verified: no, type: precision_at_5
value: 8.994
verified: no, type: recall_at_1
value: 23.518
verified: no, type: recall_at_10
value: 46.19
verified: no, type: recall_at_100
value: 67.123
verified: no, type: recall_at_1000
value: 86.442
verified: no, type: recall_at_3
value: 33.678000000000004
verified: no, type: recall_at_5
value: 39.244
verified: no, type: map_at_1
value: 15.891
verified: no, type: map_at_10
value: 22.464000000000002
verified: no, type: map_at_100
value: 23.483
verified: no, type: map_at_1000
value: 23.613
verified: no, type: map_at_3
value: 20.080000000000002
verified: no, type: map_at_5
value: 21.526
verified: no, type: mrr_at_1
value: 20.025000000000002
verified: no, type: mrr_at_10
value: 26.712999999999997
verified: no, type: mrr_at_100
value: 27.650000000000002
verified: no, type: mrr_at_1000
value: 27.737000000000002
verified: no, type: mrr_at_3
value: 24.274
verified: no, type: mrr_at_5
value: 25.711000000000002
verified: no, type: ndcg_at_1
value: 20.025000000000002
verified: no, type: ndcg_at_10
value: 27.028999999999996
verified: no, type: ndcg_at_100
value: 32.064
verified: no, type: ndcg_at_1000
value: 35.188
verified: no, type: ndcg_at_3
value: 22.512999999999998
verified: no, type: ndcg_at_5
value: 24.89
verified: no, type: precision_at_1
value: 20.025000000000002
verified: no, type: precision_at_10
value: 4.776
verified: no, type: precision_at_100
value: 0.8500000000000001
verified: no, type: precision_at_1000
value: 0.125
verified: no, type: precision_at_3
value: 10.531
verified: no, type: precision_at_5
value: 7.811
verified: no, type: recall_at_1
value: 15.891
verified: no, type: recall_at_10
value: 37.261
verified: no, type: recall_at_100
value: 59.12
verified: no, type: recall_at_1000
value: 81.356
verified: no, type: recall_at_3
value: 24.741
verified: no, type: recall_at_5
value: 30.753999999999998
verified: no, type: map_at_1
value: 27.544
verified: no, type: map_at_10
value: 36.283
verified: no, type: map_at_100
value: 37.467
verified: no, type: map_at_1000
value: 37.574000000000005
verified: no, type: map_at_3
value: 33.528999999999996
verified: no, type: map_at_5
value: 35.028999999999996
verified: no, type: mrr_at_1
value: 34.166999999999994
verified: no, type: mrr_at_10
value: 41.866
verified: no, type: mrr_at_100
value: 42.666
verified: no, type: mrr_at_1000
value: 42.716
verified: no, type: mrr_at_3
value: 39.541
verified: no, type: mrr_at_5
value: 40.768
verified: no, type: ndcg_at_1
value: 34.166999999999994
verified: no, type: ndcg_at_10
value: 41.577
verified: no, type: ndcg_at_100
value: 46.687
verified: no, type: ndcg_at_1000
value: 48.967
verified: no, type: ndcg_at_3
value: 37.177
verified: no, type: ndcg_at_5
value: 39.097
verified: no, type: precision_at_1
value: 34.166999999999994
verified: no, type: precision_at_10
value: 7.420999999999999
verified: no, type: precision_at_100
value: 1.165
verified: no, type: precision_at_1000
value: 0.154
verified: no, type: precision_at_3
value: 17.291999999999998
verified: no, type: precision_at_5
value: 12.166
verified: no, type: recall_at_1
value: 27.544
verified: no, type: recall_at_10
value: 51.99399999999999
verified: no, type: recall_at_100
value: 73.738
verified: no, type: recall_at_1000
value: 89.33
verified: no, type: recall_at_3
value: 39.179
verified: no, type: recall_at_5
value: 44.385999999999996
verified: no, type: map_at_1
value: 26.661
verified: no, type: map_at_10
value: 35.475
verified: no, type: map_at_100
value: 36.626999999999995
verified: no, type: map_at_1000
value: 36.741
verified: no, type: map_at_3
value: 32.818000000000005
verified: no, type: map_at_5
value: 34.397
verified: no, type: mrr_at_1
value: 32.647999999999996
verified: no, type: mrr_at_10
value: 40.784
verified: no, type: mrr_at_100
value: 41.602
verified: no, type: mrr_at_1000
value: 41.661
verified: no, type: mrr_at_3
value: 38.68
verified: no, type: mrr_at_5
value: 39.838
verified: no, type: ndcg_at_1
value: 32.647999999999996
verified: no, type: ndcg_at_10
value: 40.697
verified: no, type: ndcg_at_100
value: 45.799
verified: no, type: ndcg_at_1000
value: 48.235
verified: no, type: ndcg_at_3
value: 36.516
verified: no, type: ndcg_at_5
value: 38.515
verified: no, type: precision_at_1
value: 32.647999999999996
verified: no, type: precision_at_10
value: 7.202999999999999
verified: no, type: precision_at_100
value: 1.1360000000000001
verified: no, type: precision_at_1000
value: 0.151
verified: no, type: precision_at_3
value: 17.314
verified: no, type: precision_at_5
value: 12.145999999999999
verified: no, type: recall_at_1
value: 26.661
verified: no, type: recall_at_10
value: 50.995000000000005
verified: no, type: recall_at_100
value: 73.065
verified: no, type: recall_at_1000
value: 89.781
verified: no, type: recall_at_3
value: 39.073
verified: no, type: recall_at_5
value: 44.395
verified: no, type: map_at_1
value: 25.946583333333333
verified: no, type: map_at_10
value: 33.79725
verified: no, type: map_at_100
value: 34.86408333333333
verified: no, type: map_at_1000
value: 34.9795
verified: no, type: map_at_3
value: 31.259999999999998
verified: no, type: map_at_5
value: 32.71541666666666
verified: no, type: mrr_at_1
value: 30.863749999999996
verified: no, type: mrr_at_10
value: 37.99183333333333
verified: no, type: mrr_at_100
value: 38.790499999999994
verified: no, type: mrr_at_1000
value: 38.85575000000001
verified: no, type: mrr_at_3
value: 35.82083333333333
verified: no, type: mrr_at_5
value: 37.07533333333333
verified: no, type: ndcg_at_1
value: 30.863749999999996
verified: no, type: ndcg_at_10
value: 38.52141666666667
verified: no, type: ndcg_at_100
value: 43.17966666666667
verified: no, type: ndcg_at_1000
value: 45.64608333333333
verified: no, type: ndcg_at_3
value: 34.333000000000006
verified: no, type: ndcg_at_5
value: 36.34975
verified: no, type: precision_at_1
value: 30.863749999999996
verified: no, type: precision_at_10
value: 6.598999999999999
verified: no, type: precision_at_100
value: 1.0502500000000001
verified: no, type: precision_at_1000
value: 0.14400000000000002
verified: no, type: precision_at_3
value: 15.557583333333334
verified: no, type: precision_at_5
value: 11.020000000000001
verified: no, type: recall_at_1
value: 25.946583333333333
verified: no, type: recall_at_10
value: 48.36991666666666
verified: no, type: recall_at_100
value: 69.02408333333334
verified: no, type: recall_at_1000
value: 86.43858333333331
verified: no, type: recall_at_3
value: 36.4965
verified: no, type: recall_at_5
value: 41.76258333333334
verified: no, type: map_at_1
value: 22.431
verified: no, type: map_at_10
value: 28.889
verified: no, type: map_at_100
value: 29.642000000000003
verified: no, type: map_at_1000
value: 29.742
verified: no, type: map_at_3
value: 26.998
verified: no, type: map_at_5
value: 28.172000000000004
verified: no, type: mrr_at_1
value: 25.307000000000002
verified: no, type: mrr_at_10
value: 31.763
verified: no, type: mrr_at_100
value: 32.443
verified: no, type: mrr_at_1000
value: 32.531
verified: no, type: mrr_at_3
value: 29.959000000000003
verified: no, type: mrr_at_5
value: 31.063000000000002
verified: no, type: ndcg_at_1
value: 25.307000000000002
verified: no, type: ndcg_at_10
value: 32.586999999999996
verified: no, type: ndcg_at_100
value: 36.5
verified: no, type: ndcg_at_1000
value: 39.133
verified: no, type: ndcg_at_3
value: 29.25
verified: no, type: ndcg_at_5
value: 31.023
verified: no, type: precision_at_1
value: 25.307000000000002
verified: no, type: precision_at_10
value: 4.954
verified: no, type: precision_at_100
value: 0.747
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 12.577
verified: no, type: precision_at_5
value: 8.741999999999999
verified: no, type: recall_at_1
value: 22.431
verified: no, type: recall_at_10
value: 41.134
verified: no, type: recall_at_100
value: 59.28600000000001
verified: no, type: recall_at_1000
value: 78.857
verified: no, type: recall_at_3
value: 31.926
verified: no, type: recall_at_5
value: 36.335
verified: no, type: map_at_1
value: 17.586
verified: no, type: map_at_10
value: 23.304
verified: no, type: map_at_100
value: 24.159
verified: no, type: map_at_1000
value: 24.281
verified: no, type: map_at_3
value: 21.316
verified: no, type: map_at_5
value: 22.383
verified: no, type: mrr_at_1
value: 21.645
verified: no, type: mrr_at_10
value: 27.365000000000002
verified: no, type: mrr_at_100
value: 28.108
verified: no, type: mrr_at_1000
value: 28.192
verified: no, type: mrr_at_3
value: 25.482
verified: no, type: mrr_at_5
value: 26.479999999999997
verified: no, type: ndcg_at_1
value: 21.645
verified: no, type: ndcg_at_10
value: 27.306
verified: no, type: ndcg_at_100
value: 31.496000000000002
verified: no, type: ndcg_at_1000
value: 34.53
verified: no, type: ndcg_at_3
value: 23.73
verified: no, type: ndcg_at_5
value: 25.294
verified: no, type: precision_at_1
value: 21.645
verified: no, type: precision_at_10
value: 4.797
verified: no, type: precision_at_100
value: 0.8059999999999999
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 10.850999999999999
verified: no, type: precision_at_5
value: 7.736
verified: no, type: recall_at_1
value: 17.586
verified: no, type: recall_at_10
value: 35.481
verified: no, type: recall_at_100
value: 54.534000000000006
verified: no, type: recall_at_1000
value: 76.456
verified: no, type: recall_at_3
value: 25.335
verified: no, type: recall_at_5
value: 29.473
verified: no, type: map_at_1
value: 25.095
verified: no, type: map_at_10
value: 32.374
verified: no, type: map_at_100
value: 33.537
verified: no, type: map_at_1000
value: 33.634
verified: no, type: map_at_3
value: 30.089
verified: no, type: map_at_5
value: 31.433
verified: no, type: mrr_at_1
value: 29.198
verified: no, type: mrr_at_10
value: 36.01
verified: no, type: mrr_at_100
value: 37.022
verified: no, type: mrr_at_1000
value: 37.083
verified: no, type: mrr_at_3
value: 33.94
verified: no, type: mrr_at_5
value: 35.148
verified: no, type: ndcg_at_1
value: 29.198
verified: no, type: ndcg_at_10
value: 36.729
verified: no, type: ndcg_at_100
value: 42.114000000000004
verified: no, type: ndcg_at_1000
value: 44.592
verified: no, type: ndcg_at_3
value: 32.644
verified: no, type: ndcg_at_5
value: 34.652
verified: no, type: precision_at_1
value: 29.198
verified: no, type: precision_at_10
value: 5.970000000000001
verified: no, type: precision_at_100
value: 0.967
verified: no, type: precision_at_1000
value: 0.129
verified: no, type: precision_at_3
value: 14.396999999999998
verified: no, type: precision_at_5
value: 10.093
verified: no, type: recall_at_1
value: 25.095
verified: no, type: recall_at_10
value: 46.392
verified: no, type: recall_at_100
value: 69.706
verified: no, type: recall_at_1000
value: 87.738
verified: no, type: recall_at_3
value: 35.303000000000004
verified: no, type: recall_at_5
value: 40.441
verified: no, type: map_at_1
value: 26.857999999999997
verified: no, type: map_at_10
value: 34.066
verified: no, type: map_at_100
value: 35.671
verified: no, type: map_at_1000
value: 35.881
verified: no, type: map_at_3
value: 31.304
verified: no, type: map_at_5
value: 32.885
verified: no, type: mrr_at_1
value: 32.411
verified: no, type: mrr_at_10
value: 38.987
verified: no, type: mrr_at_100
value: 39.894
verified: no, type: mrr_at_1000
value: 39.959
verified: no, type: mrr_at_3
value: 36.626999999999995
verified: no, type: mrr_at_5
value: 38.011
verified: no, type: ndcg_at_1
value: 32.411
verified: no, type: ndcg_at_10
value: 39.208
verified: no, type: ndcg_at_100
value: 44.626
verified: no, type: ndcg_at_1000
value: 47.43
verified: no, type: ndcg_at_3
value: 35.091
verified: no, type: ndcg_at_5
value: 37.119
verified: no, type: precision_at_1
value: 32.411
verified: no, type: precision_at_10
value: 7.51
verified: no, type: precision_at_100
value: 1.486
verified: no, type: precision_at_1000
value: 0.234
verified: no, type: precision_at_3
value: 16.14
verified: no, type: precision_at_5
value: 11.976
verified: no, type: recall_at_1
value: 26.857999999999997
verified: no, type: recall_at_10
value: 47.407
verified: no, type: recall_at_100
value: 72.236
verified: no, type: recall_at_1000
value: 90.77
verified: no, type: recall_at_3
value: 35.125
verified: no, type: recall_at_5
value: 40.522999999999996
verified: no, type: map_at_1
value: 21.3
verified: no, type: map_at_10
value: 27.412999999999997
verified: no, type: map_at_100
value: 28.29
verified: no, type: map_at_1000
value: 28.398
verified: no, type: map_at_3
value: 25.169999999999998
verified: no, type: map_at_5
value: 26.496
verified: no, type: mrr_at_1
value: 23.29
verified: no, type: mrr_at_10
value: 29.215000000000003
verified: no, type: mrr_at_100
value: 30.073
verified: no, type: mrr_at_1000
value: 30.156
verified: no, type: mrr_at_3
value: 26.956000000000003
verified: no, type: mrr_at_5
value: 28.38
verified: no, type: ndcg_at_1
value: 23.29
verified: no, type: ndcg_at_10
value: 31.113000000000003
verified: no, type: ndcg_at_100
value: 35.701
verified: no, type: ndcg_at_1000
value: 38.505
verified: no, type: ndcg_at_3
value: 26.727
verified: no, type: ndcg_at_5
value: 29.037000000000003
verified: no, type: precision_at_1
value: 23.29
verified: no, type: precision_at_10
value: 4.787
verified: no, type: precision_at_100
value: 0.763
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 11.091
verified: no, type: precision_at_5
value: 7.985
verified: no, type: recall_at_1
value: 21.3
verified: no, type: recall_at_10
value: 40.782000000000004
verified: no, type: recall_at_100
value: 62.13999999999999
verified: no, type: recall_at_1000
value: 83.012
verified: no, type: recall_at_3
value: 29.131
verified: no, type: recall_at_5
value: 34.624
verified: no, task: type: Retrieval
dataset: name: MTEB ClimateFEVER
type: climate-fever
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.631
verified: no, type: map_at_10
value: 16.634999999999998
verified: no, type: map_at_100
value: 18.23
verified: no, type: map_at_1000
value: 18.419
verified: no, type: map_at_3
value: 13.66
verified: no, type: map_at_5
value: 15.173
verified: no, type: mrr_at_1
value: 21.368000000000002
verified: no, type: mrr_at_10
value: 31.56
verified: no, type: mrr_at_100
value: 32.58
verified: no, type: mrr_at_1000
value: 32.633
verified: no, type: mrr_at_3
value: 28.241
verified: no, type: mrr_at_5
value: 30.225
verified: no, type: ndcg_at_1
value: 21.368000000000002
verified: no, type: ndcg_at_10
value: 23.855999999999998
verified: no, type: ndcg_at_100
value: 30.686999999999998
verified: no, type: ndcg_at_1000
value: 34.327000000000005
verified: no, type: ndcg_at_3
value: 18.781
verified: no, type: ndcg_at_5
value: 20.73
verified: no, type: precision_at_1
value: 21.368000000000002
verified: no, type: precision_at_10
value: 7.564
verified: no, type: precision_at_100
value: 1.496
verified: no, type: precision_at_1000
value: 0.217
verified: no, type: precision_at_3
value: 13.876
verified: no, type: precision_at_5
value: 11.062
verified: no, type: recall_at_1
value: 9.631
verified: no, type: recall_at_10
value: 29.517
verified: no, type: recall_at_100
value: 53.452
verified: no, type: recall_at_1000
value: 74.115
verified: no, type: recall_at_3
value: 17.605999999999998
verified: no, type: recall_at_5
value: 22.505
verified: no, task: type: Retrieval
dataset: name: MTEB DBPedia
type: dbpedia-entity
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.885
verified: no, type: map_at_10
value: 18.798000000000002
verified: no, type: map_at_100
value: 26.316
verified: no, type: map_at_1000
value: 27.869
verified: no, type: map_at_3
value: 13.719000000000001
verified: no, type: map_at_5
value: 15.716
verified: no, type: mrr_at_1
value: 66
verified: no, type: mrr_at_10
value: 74.263
verified: no, type: mrr_at_100
value: 74.519
verified: no, type: mrr_at_1000
value: 74.531
verified: no, type: mrr_at_3
value: 72.458
verified: no, type: mrr_at_5
value: 73.321
verified: no, type: ndcg_at_1
value: 53.87499999999999
verified: no, type: ndcg_at_10
value: 40.355999999999995
verified: no, type: ndcg_at_100
value: 44.366
verified: no, type: ndcg_at_1000
value: 51.771
verified: no, type: ndcg_at_3
value: 45.195
verified: no, type: ndcg_at_5
value: 42.187000000000005
verified: no, type: precision_at_1
value: 66
verified: no, type: precision_at_10
value: 31.75
verified: no, type: precision_at_100
value: 10.11
verified: no, type: precision_at_1000
value: 1.9800000000000002
verified: no, type: precision_at_3
value: 48.167
verified: no, type: precision_at_5
value: 40.050000000000004
verified: no, type: recall_at_1
value: 8.885
verified: no, type: recall_at_10
value: 24.471999999999998
verified: no, type: recall_at_100
value: 49.669000000000004
verified: no, type: recall_at_1000
value: 73.383
verified: no, type: recall_at_3
value: 14.872
verified: no, type: recall_at_5
value: 18.262999999999998
verified: no, task: type: Classification
dataset: name: MTEB EmotionClassification
type: mteb/emotion
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 45.18
verified: no, type: f1
value: 40.26878691789978
verified: no, task: type: Retrieval
dataset: name: MTEB FEVER
type: fever
config: default
split: test
revision: None
metrics: type: map_at_1
value: 62.751999999999995
verified: no, type: map_at_10
value: 74.131
verified: no, type: map_at_100
value: 74.407
verified: no, type: map_at_1000
value: 74.423
verified: no, type: map_at_3
value: 72.329
verified: no, type: map_at_5
value: 73.555
verified: no, type: mrr_at_1
value: 67.282
verified: no, type: mrr_at_10
value: 78.292
verified: no, type: mrr_at_100
value: 78.455
verified: no, type: mrr_at_1000
value: 78.458
verified: no, type: mrr_at_3
value: 76.755
verified: no, type: mrr_at_5
value: 77.839
verified: no, type: ndcg_at_1
value: 67.282
verified: no, type: ndcg_at_10
value: 79.443
verified: no, type: ndcg_at_100
value: 80.529
verified: no, type: ndcg_at_1000
value: 80.812
verified: no, type: ndcg_at_3
value: 76.281
verified: no, type: ndcg_at_5
value: 78.235
verified: no, type: precision_at_1
value: 67.282
verified: no, type: precision_at_10
value: 10.078
verified: no, type: precision_at_100
value: 1.082
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 30.178
verified: no, type: precision_at_5
value: 19.232
verified: no, type: recall_at_1
value: 62.751999999999995
verified: no, type: recall_at_10
value: 91.521
verified: no, type: recall_at_100
value: 95.997
verified: no, type: recall_at_1000
value: 97.775
verified: no, type: recall_at_3
value: 83.131
verified: no, type: recall_at_5
value: 87.93299999999999
verified: no, task: type: Retrieval
dataset: name: MTEB FiQA2018
type: fiqa
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.861
verified: no, type: map_at_10
value: 30.252000000000002
verified: no, type: map_at_100
value: 32.082
verified: no, type: map_at_1000
value: 32.261
verified: no, type: map_at_3
value: 25.909
verified: no, type: map_at_5
value: 28.296
verified: no, type: mrr_at_1
value: 37.346000000000004
verified: no, type: mrr_at_10
value: 45.802
verified: no, type: mrr_at_100
value: 46.611999999999995
verified: no, type: mrr_at_1000
value: 46.659
verified: no, type: mrr_at_3
value: 43.056
verified: no, type: mrr_at_5
value: 44.637
verified: no, type: ndcg_at_1
value: 37.346000000000004
verified: no, type: ndcg_at_10
value: 38.169
verified: no, type: ndcg_at_100
value: 44.864
verified: no, type: ndcg_at_1000
value: 47.974
verified: no, type: ndcg_at_3
value: 33.619
verified: no, type: ndcg_at_5
value: 35.317
verified: no, type: precision_at_1
value: 37.346000000000004
verified: no, type: precision_at_10
value: 10.693999999999999
verified: no, type: precision_at_100
value: 1.775
verified: no, type: precision_at_1000
value: 0.231
verified: no, type: precision_at_3
value: 22.325
verified: no, type: precision_at_5
value: 16.852
verified: no, type: recall_at_1
value: 18.861
verified: no, type: recall_at_10
value: 45.672000000000004
verified: no, type: recall_at_100
value: 70.60499999999999
verified: no, type: recall_at_1000
value: 89.216
verified: no, type: recall_at_3
value: 30.361
verified: no, type: recall_at_5
value: 36.998999999999995
verified: no, task: type: Retrieval
dataset: name: MTEB HotpotQA
type: hotpotqa
config: default
split: test
revision: None
metrics: type: map_at_1
value: 37.852999999999994
verified: no, type: map_at_10
value: 59.961
verified: no, type: map_at_100
value: 60.78
verified: no, type: map_at_1000
value: 60.843
verified: no, type: map_at_3
value: 56.39999999999999
verified: no, type: map_at_5
value: 58.646
verified: no, type: mrr_at_1
value: 75.70599999999999
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verified: no, type: ndcg_at_100
value: 28.927999999999997
verified: no, type: ndcg_at_1000
value: 37.629000000000005
verified: no, type: ndcg_at_3
value: 37.845
verified: no, type: ndcg_at_5
value: 35.147
verified: no, type: precision_at_1
value: 43.653
verified: no, type: precision_at_10
value: 23.932000000000002
verified: no, type: precision_at_100
value: 7.17
verified: no, type: precision_at_1000
value: 1.967
verified: no, type: precision_at_3
value: 35.397
verified: no, type: precision_at_5
value: 29.907
verified: no, type: recall_at_1
value: 5.5280000000000005
verified: no, type: recall_at_10
value: 15.568000000000001
verified: no, type: recall_at_100
value: 28.54
verified: no, type: recall_at_1000
value: 59.864
verified: no, type: recall_at_3
value: 9.822000000000001
verified: no, type: recall_at_5
value: 11.726
verified: no, task: type: Retrieval
dataset: name: MTEB NQ
type: nq
config: default
split: test
revision: None
metrics: type: map_at_1
value: 37.041000000000004
verified: no, type: map_at_10
value: 52.664
verified: no, type: map_at_100
value: 53.477
verified: no, type: map_at_1000
value: 53.505
verified: no, type: map_at_3
value: 48.510999999999996
verified: no, type: map_at_5
value: 51.036
verified: no, type: mrr_at_1
value: 41.338
verified: no, type: mrr_at_10
value: 55.071000000000005
verified: no, type: mrr_at_100
value: 55.672
verified: no, type: mrr_at_1000
value: 55.689
verified: no, type: mrr_at_3
value: 51.82
verified: no, type: mrr_at_5
value: 53.852
verified: no, type: ndcg_at_1
value: 41.338
verified: no, type: ndcg_at_10
value: 60.01800000000001
verified: no, type: ndcg_at_100
value: 63.409000000000006
verified: no, type: ndcg_at_1000
value: 64.017
verified: no, type: ndcg_at_3
value: 52.44799999999999
verified: no, type: ndcg_at_5
value: 56.571000000000005
verified: no, type: precision_at_1
value: 41.338
verified: no, type: precision_at_10
value: 9.531
verified: no, type: precision_at_100
value: 1.145
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 23.416
verified: no, type: precision_at_5
value: 16.46
verified: no, type: recall_at_1
value: 37.041000000000004
verified: no, type: recall_at_10
value: 79.76299999999999
verified: no, type: recall_at_100
value: 94.39
verified: no, type: recall_at_1000
value: 98.851
verified: no, type: recall_at_3
value: 60.465
verified: no, type: recall_at_5
value: 69.906
verified: no, task: type: Retrieval
dataset: name: MTEB QuoraRetrieval
type: quora
config: default
split: test
revision: None
metrics: type: map_at_1
value: 69.952
verified: no, type: map_at_10
value: 83.758
verified: no, type: map_at_100
value: 84.406
verified: no, type: map_at_1000
value: 84.425
verified: no, type: map_at_3
value: 80.839
verified: no, type: map_at_5
value: 82.646
verified: no, type: mrr_at_1
value: 80.62
verified: no, type: mrr_at_10
value: 86.947
verified: no, type: mrr_at_100
value: 87.063
verified: no, type: mrr_at_1000
value: 87.064
verified: no, type: mrr_at_3
value: 85.96000000000001
verified: no, type: mrr_at_5
value: 86.619
verified: no, type: ndcg_at_1
value: 80.63
verified: no, type: ndcg_at_10
value: 87.64800000000001
verified: no, type: ndcg_at_100
value: 88.929
verified: no, type: ndcg_at_1000
value: 89.054
verified: no, type: ndcg_at_3
value: 84.765
verified: no, type: ndcg_at_5
value: 86.291
verified: no, type: precision_at_1
value: 80.63
verified: no, type: precision_at_10
value: 13.314
verified: no, type: precision_at_100
value: 1.525
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.1
verified: no, type: precision_at_5
value: 24.372
verified: no, type: recall_at_1
value: 69.952
verified: no, type: recall_at_10
value: 94.955
verified: no, type: recall_at_100
value: 99.38
verified: no, type: recall_at_1000
value: 99.96000000000001
verified: no, type: recall_at_3
value: 86.60600000000001
verified: no, type: recall_at_5
value: 90.997
verified: no, task: type: Clustering
dataset: name: MTEB RedditClustering
type: mteb/reddit-clustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 42.41329517878427
verified: no, task: type: Clustering
dataset: name: MTEB RedditClusteringP2P
type: mteb/reddit-clustering-p2p
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 55.171278362748666
verified: no, task: type: Retrieval
dataset: name: MTEB SCIDOCS
type: scidocs
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.213
verified: no, type: map_at_10
value: 9.895
verified: no, type: map_at_100
value: 11.776
verified: no, type: map_at_1000
value: 12.084
verified: no, type: map_at_3
value: 7.2669999999999995
verified: no, type: map_at_5
value: 8.620999999999999
verified: no, type: mrr_at_1
value: 20.8
verified: no, type: mrr_at_10
value: 31.112000000000002
verified: no, type: mrr_at_100
value: 32.274
verified: no, type: mrr_at_1000
value: 32.35
verified: no, type: mrr_at_3
value: 28.133000000000003
verified: no, type: mrr_at_5
value: 29.892999999999997
verified: no, type: ndcg_at_1
value: 20.8
verified: no, type: ndcg_at_10
value: 17.163999999999998
verified: no, type: ndcg_at_100
value: 24.738
verified: no, type: ndcg_at_1000
value: 30.316
verified: no, type: ndcg_at_3
value: 16.665
verified: no, type: ndcg_at_5
value: 14.478
verified: no, type: precision_at_1
value: 20.8
verified: no, type: precision_at_10
value: 8.74
verified: no, type: precision_at_100
value: 1.963
verified: no, type: precision_at_1000
value: 0.33
verified: no, type: precision_at_3
value: 15.467
verified: no, type: precision_at_5
value: 12.6
verified: no, type: recall_at_1
value: 4.213
verified: no, type: recall_at_10
value: 17.698
verified: no, type: recall_at_100
value: 39.838
verified: no, type: recall_at_1000
value: 66.893
verified: no, type: recall_at_3
value: 9.418
verified: no, type: recall_at_5
value: 12.773000000000001
verified: no, task: type: STS
dataset: name: MTEB SICK-R
type: mteb/sickr-sts
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 82.90453315738294
verified: no, type: cos_sim_spearman
value: 78.51197850080254
verified: no, type: euclidean_pearson
value: 80.09647123597748
verified: no, type: euclidean_spearman
value: 78.63548011514061
verified: no, type: manhattan_pearson
value: 80.10645285675231
verified: no, type: manhattan_spearman
value: 78.57861806068901
verified: no, task: type: STS
dataset: name: MTEB STS12
type: mteb/sts12-sts
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 84.2616156846401
verified: no, type: cos_sim_spearman
value: 76.69713867850156
verified: no, type: euclidean_pearson
value: 77.97948563800394
verified: no, type: euclidean_spearman
value: 74.2371211567807
verified: no, type: manhattan_pearson
value: 77.69697879669705
verified: no, type: manhattan_spearman
value: 73.86529778022278
verified: no, task: type: STS
dataset: name: MTEB STS13
type: mteb/sts13-sts
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 77.0293269315045
verified: no, type: cos_sim_spearman
value: 78.02555120584198
verified: no, type: euclidean_pearson
value: 78.25398100379078
verified: no, type: euclidean_spearman
value: 78.66963870599464
verified: no, type: manhattan_pearson
value: 78.14314682167348
verified: no, type: manhattan_spearman
value: 78.57692322969135
verified: no, task: type: STS
dataset: name: MTEB STS14
type: mteb/sts14-sts
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 79.16989925136942
verified: no, type: cos_sim_spearman
value: 76.5996225327091
verified: no, type: euclidean_pearson
value: 77.8319003279786
verified: no, type: euclidean_spearman
value: 76.42824009468998
verified: no, type: manhattan_pearson
value: 77.69118862737736
verified: no, type: manhattan_spearman
value: 76.25568104762812
verified: no, task: type: STS
dataset: name: MTEB STS15
type: mteb/sts15-sts
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 87.42012286935325
verified: no, type: cos_sim_spearman
value: 88.15654297884122
verified: no, type: euclidean_pearson
value: 87.34082819427852
verified: no, type: euclidean_spearman
value: 88.06333589547084
verified: no, type: manhattan_pearson
value: 87.25115596784842
verified: no, type: manhattan_spearman
value: 87.9559927695203
verified: no, task: type: STS
dataset: name: MTEB STS16
type: mteb/sts16-sts
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 82.88222044996712
verified: no, type: cos_sim_spearman
value: 84.28476589061077
verified: no, type: euclidean_pearson
value: 83.17399758058309
verified: no, type: euclidean_spearman
value: 83.85497357244542
verified: no, type: manhattan_pearson
value: 83.0308397703786
verified: no, type: manhattan_spearman
value: 83.71554539935046
verified: no, task: type: STS
dataset: name: MTEB STS17 (ko-ko)
type: mteb/sts17-crosslingual-sts
config: ko-ko
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 80.20682986257339
verified: no, type: cos_sim_spearman
value: 79.94567120362092
verified: no, type: euclidean_pearson
value: 79.43122480368902
verified: no, type: euclidean_spearman
value: 79.94802077264987
verified: no, type: manhattan_pearson
value: 79.32653021527081
verified: no, type: manhattan_spearman
value: 79.80961146709178
verified: no, task: type: STS
dataset: name: MTEB STS17 (ar-ar)
type: mteb/sts17-crosslingual-sts
config: ar-ar
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 74.46578144394383
verified: no, type: cos_sim_spearman
value: 74.52496637472179
verified: no, type: euclidean_pearson
value: 72.2903807076809
verified: no, type: euclidean_spearman
value: 73.55549359771645
verified: no, type: manhattan_pearson
value: 72.09324837709393
verified: no, type: manhattan_spearman
value: 73.36743103606581
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-ar)
type: mteb/sts17-crosslingual-sts
config: en-ar
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 71.37272335116
verified: no, type: cos_sim_spearman
value: 71.26702117766037
verified: no, type: euclidean_pearson
value: 67.114829954434
verified: no, type: euclidean_spearman
value: 66.37938893947761
verified: no, type: manhattan_pearson
value: 66.79688574095246
verified: no, type: manhattan_spearman
value: 66.17292828079667
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-de)
type: mteb/sts17-crosslingual-sts
config: en-de
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 80.61016770129092
verified: no, type: cos_sim_spearman
value: 82.08515426632214
verified: no, type: euclidean_pearson
value: 80.557340361131
verified: no, type: euclidean_spearman
value: 80.37585812266175
verified: no, type: manhattan_pearson
value: 80.6782873404285
verified: no, type: manhattan_spearman
value: 80.6678073032024
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-en)
type: mteb/sts17-crosslingual-sts
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 87.00150745350108
verified: no, type: cos_sim_spearman
value: 87.83441972211425
verified: no, type: euclidean_pearson
value: 87.94826702308792
verified: no, type: euclidean_spearman
value: 87.46143974860725
verified: no, type: manhattan_pearson
value: 87.97560344306105
verified: no, type: manhattan_spearman
value: 87.5267102829796
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-tr)
type: mteb/sts17-crosslingual-sts
config: en-tr
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 64.76325252267235
verified: no, type: cos_sim_spearman
value: 63.32615095463905
verified: no, type: euclidean_pearson
value: 64.07920669155716
verified: no, type: euclidean_spearman
value: 61.21409893072176
verified: no, type: manhattan_pearson
value: 64.26308625680016
verified: no, type: manhattan_spearman
value: 61.2438185254079
verified: no, task: type: STS
dataset: name: MTEB STS17 (es-en)
type: mteb/sts17-crosslingual-sts
config: es-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 75.82644463022595
verified: no, type: cos_sim_spearman
value: 76.50381269945073
verified: no, type: euclidean_pearson
value: 75.1328548315934
verified: no, type: euclidean_spearman
value: 75.63761139408453
verified: no, type: manhattan_pearson
value: 75.18610101241407
verified: no, type: manhattan_spearman
value: 75.30669266354164
verified: no, task: type: STS
dataset: name: MTEB STS17 (es-es)
type: mteb/sts17-crosslingual-sts
config: es-es
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 87.49994164686832
verified: no, type: cos_sim_spearman
value: 86.73743986245549
verified: no, type: euclidean_pearson
value: 86.8272894387145
verified: no, type: euclidean_spearman
value: 85.97608491000507
verified: no, type: manhattan_pearson
value: 86.74960140396779
verified: no, type: manhattan_spearman
value: 85.79285984190273
verified: no, task: type: STS
dataset: name: MTEB STS17 (fr-en)
type: mteb/sts17-crosslingual-sts
config: fr-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 79.58172210788469
verified: no, type: cos_sim_spearman
value: 80.17516468334607
verified: no, type: euclidean_pearson
value: 77.56537843470504
verified: no, type: euclidean_spearman
value: 77.57264627395521
verified: no, type: manhattan_pearson
value: 78.09703521695943
verified: no, type: manhattan_spearman
value: 78.15942760916954
verified: no, task: type: STS
dataset: name: MTEB STS17 (it-en)
type: mteb/sts17-crosslingual-sts
config: it-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 79.7589932931751
verified: no, type: cos_sim_spearman
value: 80.15210089028162
verified: no, type: euclidean_pearson
value: 77.54135223516057
verified: no, type: euclidean_spearman
value: 77.52697996368764
verified: no, type: manhattan_pearson
value: 77.65734439572518
verified: no, type: manhattan_spearman
value: 77.77702992016121
verified: no, task: type: STS
dataset: name: MTEB STS17 (nl-en)
type: mteb/sts17-crosslingual-sts
config: nl-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 79.16682365511267
verified: no, type: cos_sim_spearman
value: 79.25311267628506
verified: no, type: euclidean_pearson
value: 77.54882036762244
verified: no, type: euclidean_spearman
value: 77.33212935194827
verified: no, type: manhattan_pearson
value: 77.98405516064015
verified: no, type: manhattan_spearman
value: 77.85075717865719
verified: no, task: type: STS
dataset: name: MTEB STS22 (en)
type: mteb/sts22-crosslingual-sts
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 59.10473294775917
verified: no, type: cos_sim_spearman
value: 61.82780474476838
verified: no, type: euclidean_pearson
value: 45.885111672377256
verified: no, type: euclidean_spearman
value: 56.88306351932454
verified: no, type: manhattan_pearson
value: 46.101218127323186
verified: no, type: manhattan_spearman
value: 56.80953694186333
verified: no, task: type: STS
dataset: name: MTEB STS22 (de)
type: mteb/sts22-crosslingual-sts
config: de
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 45.781923079584146
verified: no, type: cos_sim_spearman
value: 55.95098449691107
verified: no, type: euclidean_pearson
value: 25.4571031323205
verified: no, type: euclidean_spearman
value: 49.859978118078935
verified: no, type: manhattan_pearson
value: 25.624938455041384
verified: no, type: manhattan_spearman
value: 49.99546185049401
verified: no, task: type: STS
dataset: name: MTEB STS22 (es)
type: mteb/sts22-crosslingual-sts
config: es
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 60.00618133997907
verified: no, type: cos_sim_spearman
value: 66.57896677718321
verified: no, type: euclidean_pearson
value: 42.60118466388821
verified: no, type: euclidean_spearman
value: 62.8210759715209
verified: no, type: manhattan_pearson
value: 42.63446860604094
verified: no, type: manhattan_spearman
value: 62.73803068925271
verified: no, task: type: STS
dataset: name: MTEB STS22 (pl)
type: mteb/sts22-crosslingual-sts
config: pl
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 28.460759121626943
verified: no, type: cos_sim_spearman
value: 34.13459007469131
verified: no, type: euclidean_pearson
value: 6.0917739325525195
verified: no, type: euclidean_spearman
value: 27.9947262664867
verified: no, type: manhattan_pearson
value: 6.16877864169911
verified: no, type: manhattan_spearman
value: 28.00664163971514
verified: no, task: type: STS
dataset: name: MTEB STS22 (tr)
type: mteb/sts22-crosslingual-sts
config: tr
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 57.42546621771696
verified: no, type: cos_sim_spearman
value: 63.699663168970474
verified: no, type: euclidean_pearson
value: 38.12085278789738
verified: no, type: euclidean_spearman
value: 58.12329140741536
verified: no, type: manhattan_pearson
value: 37.97364549443335
verified: no, type: manhattan_spearman
value: 57.81545502318733
verified: no, task: type: STS
dataset: name: MTEB STS22 (ar)
type: mteb/sts22-crosslingual-sts
config: ar
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 46.82241380954213
verified: no, type: cos_sim_spearman
value: 57.86569456006391
verified: no, type: euclidean_pearson
value: 31.80480070178813
verified: no, type: euclidean_spearman
value: 52.484000620130104
verified: no, type: manhattan_pearson
value: 31.952708554646097
verified: no, type: manhattan_spearman
value: 52.8560972356195
verified: no, task: type: STS
dataset: name: MTEB STS22 (ru)
type: mteb/sts22-crosslingual-sts
config: ru
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 52.00447170498087
verified: no, type: cos_sim_spearman
value: 60.664116225735164
verified: no, type: euclidean_pearson
value: 33.87382555421702
verified: no, type: euclidean_spearman
value: 55.74649067458667
verified: no, type: manhattan_pearson
value: 33.99117246759437
verified: no, type: manhattan_spearman
value: 55.98749034923899
verified: no, task: type: STS
dataset: name: MTEB STS22 (zh)
type: mteb/sts22-crosslingual-sts
config: zh
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 58.06497233105448
verified: no, type: cos_sim_spearman
value: 65.62968801135676
verified: no, type: euclidean_pearson
value: 47.482076613243905
verified: no, type: euclidean_spearman
value: 62.65137791498299
verified: no, type: manhattan_pearson
value: 47.57052626104093
verified: no, type: manhattan_spearman
value: 62.436916516613294
verified: no, task: type: STS
dataset: name: MTEB STS22 (fr)
type: mteb/sts22-crosslingual-sts
config: fr
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 70.49397298562575
verified: no, type: cos_sim_spearman
value: 74.79604041187868
verified: no, type: euclidean_pearson
value: 49.661891561317795
verified: no, type: euclidean_spearman
value: 70.31535537621006
verified: no, type: manhattan_pearson
value: 49.553715741850006
verified: no, type: manhattan_spearman
value: 70.24779344636806
verified: no, task: type: STS
dataset: name: MTEB STS22 (de-en)
type: mteb/sts22-crosslingual-sts
config: de-en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 55.640574515348696
verified: no, type: cos_sim_spearman
value: 54.927959317689
verified: no, type: euclidean_pearson
value: 29.00139666967476
verified: no, type: euclidean_spearman
value: 41.86386566971605
verified: no, type: manhattan_pearson
value: 29.47411067730344
verified: no, type: manhattan_spearman
value: 42.337438424952786
verified: no, task: type: STS
dataset: name: MTEB STS22 (es-en)
type: mteb/sts22-crosslingual-sts
config: es-en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 68.14095292259312
verified: no, type: cos_sim_spearman
value: 73.99017581234789
verified: no, type: euclidean_pearson
value: 46.46304297872084
verified: no, type: euclidean_spearman
value: 60.91834114800041
verified: no, type: manhattan_pearson
value: 47.07072666338692
verified: no, type: manhattan_spearman
value: 61.70415727977926
verified: no, task: type: STS
dataset: name: MTEB STS22 (it)
type: mteb/sts22-crosslingual-sts
config: it
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 73.27184653359575
verified: no, type: cos_sim_spearman
value: 77.76070252418626
verified: no, type: euclidean_pearson
value: 62.30586577544778
verified: no, type: euclidean_spearman
value: 75.14246629110978
verified: no, type: manhattan_pearson
value: 62.328196884927046
verified: no, type: manhattan_spearman
value: 75.1282792981433
verified: no, task: type: STS
dataset: name: MTEB STS22 (pl-en)
type: mteb/sts22-crosslingual-sts
config: pl-en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 71.59448528829957
verified: no, type: cos_sim_spearman
value: 70.37277734222123
verified: no, type: euclidean_pearson
value: 57.63145565721123
verified: no, type: euclidean_spearman
value: 66.10113048304427
verified: no, type: manhattan_pearson
value: 57.18897811586808
verified: no, type: manhattan_spearman
value: 66.5595511215901
verified: no, task: type: STS
dataset: name: MTEB STS22 (zh-en)
type: mteb/sts22-crosslingual-sts
config: zh-en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 66.37520607720838
verified: no, type: cos_sim_spearman
value: 69.92282148997948
verified: no, type: euclidean_pearson
value: 40.55768770125291
verified: no, type: euclidean_spearman
value: 55.189128944669605
verified: no, type: manhattan_pearson
value: 41.03566433468883
verified: no, type: manhattan_spearman
value: 55.61251893174558
verified: no, task: type: STS
dataset: name: MTEB STS22 (es-it)
type: mteb/sts22-crosslingual-sts
config: es-it
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 57.791929533771835
verified: no, type: cos_sim_spearman
value: 66.45819707662093
verified: no, type: euclidean_pearson
value: 39.03686018511092
verified: no, type: euclidean_spearman
value: 56.01282695640428
verified: no, type: manhattan_pearson
value: 38.91586623619632
verified: no, type: manhattan_spearman
value: 56.69394943612747
verified: no, task: type: STS
dataset: name: MTEB STS22 (de-fr)
type: mteb/sts22-crosslingual-sts
config: de-fr
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 47.82224468473866
verified: no, type: cos_sim_spearman
value: 59.467307194781164
verified: no, type: euclidean_pearson
value: 27.428459190256145
verified: no, type: euclidean_spearman
value: 60.83463107397519
verified: no, type: manhattan_pearson
value: 27.487391578496638
verified: no, type: manhattan_spearman
value: 61.281380460246496
verified: no, task: type: STS
dataset: name: MTEB STS22 (de-pl)
type: mteb/sts22-crosslingual-sts
config: de-pl
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 16.306666792752644
verified: no, type: cos_sim_spearman
value: 39.35486427252405
verified: no, type: euclidean_pearson
value: -2.7887154897955435
verified: no, type: euclidean_spearman
value: 27.1296051831719
verified: no, type: manhattan_pearson
value: -3.202291270581297
verified: no, type: manhattan_spearman
value: 26.32895849218158
verified: no, task: type: STS
dataset: name: MTEB STS22 (fr-pl)
type: mteb/sts22-crosslingual-sts
config: fr-pl
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 59.67006803805076
verified: no, type: cos_sim_spearman
value: 73.24670207647144
verified: no, type: euclidean_pearson
value: 46.91884681500483
verified: no, type: euclidean_spearman
value: 16.903085094570333
verified: no, type: manhattan_pearson
value: 46.88391675325812
verified: no, type: manhattan_spearman
value: 28.17180849095055
verified: no, task: type: STS
dataset: name: MTEB STSBenchmark
type: mteb/stsbenchmark-sts
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 83.79555591223837
verified: no, type: cos_sim_spearman
value: 85.63658602085185
verified: no, type: euclidean_pearson
value: 85.22080894037671
verified: no, type: euclidean_spearman
value: 85.54113580167038
verified: no, type: manhattan_pearson
value: 85.1639505960118
verified: no, type: manhattan_spearman
value: 85.43502665436196
verified: no, task: type: Reranking
dataset: name: MTEB SciDocsRR
type: mteb/scidocs-reranking
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 80.73900991689766
verified: no, type: mrr
value: 94.81624131133934
verified: no, task: type: Retrieval
dataset: name: MTEB SciFact
type: scifact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 55.678000000000004
verified: no, type: map_at_10
value: 65.135
verified: no, type: map_at_100
value: 65.824
verified: no, type: map_at_1000
value: 65.852
verified: no, type: map_at_3
value: 62.736000000000004
verified: no, type: map_at_5
value: 64.411
verified: no, type: mrr_at_1
value: 58.333
verified: no, type: mrr_at_10
value: 66.5
verified: no, type: mrr_at_100
value: 67.053
verified: no, type: mrr_at_1000
value: 67.08
verified: no, type: mrr_at_3
value: 64.944
verified: no, type: mrr_at_5
value: 65.89399999999999
verified: no, type: ndcg_at_1
value: 58.333
verified: no, type: ndcg_at_10
value: 69.34700000000001
verified: no, type: ndcg_at_100
value: 72.32
verified: no, type: ndcg_at_1000
value: 73.014
verified: no, type: ndcg_at_3
value: 65.578
verified: no, type: ndcg_at_5
value: 67.738
verified: no, type: precision_at_1
value: 58.333
verified: no, type: precision_at_10
value: 9.033
verified: no, type: precision_at_100
value: 1.0670000000000002
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 25.444
verified: no, type: precision_at_5
value: 16.933
verified: no, type: recall_at_1
value: 55.678000000000004
verified: no, type: recall_at_10
value: 80.72200000000001
verified: no, type: recall_at_100
value: 93.93299999999999
verified: no, type: recall_at_1000
value: 99.333
verified: no, type: recall_at_3
value: 70.783
verified: no, type: recall_at_5
value: 75.978
verified: no, task: type: PairClassification
dataset: name: MTEB SprintDuplicateQuestions
type: mteb/sprintduplicatequestions-pairclassification
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.74653465346535
verified: no, type: cos_sim_ap
value: 93.01476369929063
verified: no, type: cos_sim_f1
value: 86.93009118541033
verified: no, type: cos_sim_precision
value: 88.09034907597535
verified: no, type: cos_sim_recall
value: 85.8
verified: no, type: dot_accuracy
value: 99.22970297029703
verified: no, type: dot_ap
value: 51.58725659485144
verified: no, type: dot_f1
value: 53.51351351351352
verified: no, type: dot_precision
value: 58.235294117647065
verified: no, type: dot_recall
value: 49.5
verified: no, type: euclidean_accuracy
value: 99.74356435643564
verified: no, type: euclidean_ap
value: 92.40332894384368
verified: no, type: euclidean_f1
value: 86.97838109602817
verified: no, type: euclidean_precision
value: 87.46208291203236
verified: no, type: euclidean_recall
value: 86.5
verified: no, type: manhattan_accuracy
value: 99.73069306930694
verified: no, type: manhattan_ap
value: 92.01320815721121
verified: no, type: manhattan_f1
value: 86.4135864135864
verified: no, type: manhattan_precision
value: 86.32734530938124
verified: no, type: manhattan_recall
value: 86.5
verified: no, type: max_accuracy
value: 99.74653465346535
verified: no, type: max_ap
value: 93.01476369929063
verified: no, type: max_f1
value: 86.97838109602817
verified: no, task: type: Clustering
dataset: name: MTEB StackExchangeClustering
type: mteb/stackexchange-clustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 55.2660514302523
verified: no, task: type: Clustering
dataset: name: MTEB StackExchangeClusteringP2P
type: mteb/stackexchange-clustering-p2p
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 30.4637783572547
verified: no, task: type: Reranking
dataset: name: MTEB StackOverflowDupQuestions
type: mteb/stackoverflowdupquestions-reranking
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 49.41377758357637
verified: no, type: mrr
value: 50.138451213818854
verified: no, task: type: Summarization
dataset: name: MTEB SummEval
type: mteb/summeval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 28.887846011166594
verified: no, type: cos_sim_spearman
value: 30.10823258355903
verified: no, type: dot_pearson
value: 12.888049550236385
verified: no, type: dot_spearman
value: 12.827495903098123
verified: no, task: type: Retrieval
dataset: name: MTEB TRECCOVID
type: trec-covid
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.21
verified: no, type: map_at_10
value: 1.667
verified: no, type: map_at_100
value: 9.15
verified: no, type: map_at_1000
value: 22.927
verified: no, type: map_at_3
value: 0.573
verified: no, type: map_at_5
value: 0.915
verified: no, type: mrr_at_1
value: 80
verified: no, type: mrr_at_10
value: 87.167
verified: no, type: mrr_at_100
value: 87.167
verified: no, type: mrr_at_1000
value: 87.167
verified: no, type: mrr_at_3
value: 85.667
verified: no, type: mrr_at_5
value: 87.167
verified: no, type: ndcg_at_1
value: 76
verified: no, type: ndcg_at_10
value: 69.757
verified: no, type: ndcg_at_100
value: 52.402
verified: no, type: ndcg_at_1000
value: 47.737
verified: no, type: ndcg_at_3
value: 71.866
verified: no, type: ndcg_at_5
value: 72.225
verified: no, type: precision_at_1
value: 80
verified: no, type: precision_at_10
value: 75
verified: no, type: precision_at_100
value: 53.959999999999994
verified: no, type: precision_at_1000
value: 21.568
verified: no, type: precision_at_3
value: 76.667
verified: no, type: precision_at_5
value: 78
verified: no, type: recall_at_1
value: 0.21
verified: no, type: recall_at_10
value: 1.9189999999999998
verified: no, type: recall_at_100
value: 12.589
verified: no, type: recall_at_1000
value: 45.312000000000005
verified: no, type: recall_at_3
value: 0.61
verified: no, type: recall_at_5
value: 1.019
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (sqi-eng)
type: mteb/tatoeba-bitext-mining
config: sqi-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 92.10000000000001
verified: no, type: f1
value: 90.06
verified: no, type: precision
value: 89.17333333333333
verified: no, type: recall
value: 92.10000000000001
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (fry-eng)
type: mteb/tatoeba-bitext-mining
config: fry-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 56.06936416184971
verified: no, type: f1
value: 50.87508028259473
verified: no, type: precision
value: 48.97398843930635
verified: no, type: recall
value: 56.06936416184971
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (kur-eng)
type: mteb/tatoeba-bitext-mining
config: kur-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 57.3170731707317
verified: no, type: f1
value: 52.96080139372822
verified: no, type: precision
value: 51.67861124382864
verified: no, type: recall
value: 57.3170731707317
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (tur-eng)
type: mteb/tatoeba-bitext-mining
config: tur-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 94.3
verified: no, type: f1
value: 92.67333333333333
verified: no, type: precision
value: 91.90833333333333
verified: no, type: recall
value: 94.3
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (deu-eng)
type: mteb/tatoeba-bitext-mining
config: deu-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 97.7
verified: no, type: f1
value: 97.07333333333332
verified: no, type: precision
value: 96.79500000000002
verified: no, type: recall
value: 97.7
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (nld-eng)
type: mteb/tatoeba-bitext-mining
config: nld-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 94.69999999999999
verified: no, type: f1
value: 93.2
verified: no, type: precision
value: 92.48333333333333
verified: no, type: recall
value: 94.69999999999999
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (ron-eng)
type: mteb/tatoeba-bitext-mining
config: ron-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 92.9
verified: no, type: f1
value: 91.26666666666667
verified: no, type: precision
value: 90.59444444444445
verified: no, type: recall
value: 92.9
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (ang-eng)
type: mteb/tatoeba-bitext-mining
config: ang-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 34.32835820895522
verified: no, type: f1
value: 29.074180380150533
verified: no, type: precision
value: 28.068207322920596
verified: no, type: recall
value: 34.32835820895522
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (ido-eng)
type: mteb/tatoeba-bitext-mining
config: ido-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 78.5
verified: no, type: f1
value: 74.3945115995116
verified: no, type: precision
value: 72.82967843459222
verified: no, type: recall
value: 78.5
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (jav-eng)
type: mteb/tatoeba-bitext-mining
config: jav-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 66.34146341463415
verified: no, type: f1
value: 61.2469400518181
verified: no, type: precision
value: 59.63977756660683
verified: no, type: recall
value: 66.34146341463415
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (isl-eng)
type: mteb/tatoeba-bitext-mining
config: isl-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 80.9
verified: no, type: f1
value: 76.90349206349207
verified: no, type: precision
value: 75.32921568627451
verified: no, type: recall
value: 80.9
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (slv-eng)
type: mteb/tatoeba-bitext-mining
config: slv-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 84.93317132442284
verified: no, type: f1
value: 81.92519105034295
verified: no, type: precision
value: 80.71283920615635
verified: no, type: recall
value: 84.93317132442284
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (cym-eng)
type: mteb/tatoeba-bitext-mining
config: cym-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 71.1304347826087
verified: no, type: f1
value: 65.22394755003451
verified: no, type: precision
value: 62.912422360248435
verified: no, type: recall
value: 71.1304347826087
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (kaz-eng)
type: mteb/tatoeba-bitext-mining
config: kaz-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
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verified: no, type: f1
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verified: no, type: recall
value: 95.62043795620438
verified: no, task: type: BitextMining
dataset: name: MTEB Tatoeba (wuu-eng)
type: mteb/tatoeba-bitext-mining
config: wuu-eng
split: test
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
metrics: type: accuracy
value: 81.8
verified: no, type: f1
value: 78.6532178932179
verified: no, type: precision
value: 77.46348795840176
verified: no, type: recall
value: 81.8
verified: no, task: type: Retrieval
dataset: name: MTEB Touche2020
type: webis-touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.603
verified: no, type: map_at_10
value: 8.5
verified: no, type: map_at_100
value: 12.985
verified: no, type: map_at_1000
value: 14.466999999999999
verified: no, type: map_at_3
value: 4.859999999999999
verified: no, type: map_at_5
value: 5.817
verified: no, type: mrr_at_1
value: 28.571
verified: no, type: mrr_at_10
value: 42.331
verified: no, type: mrr_at_100
value: 43.592999999999996
verified: no, type: mrr_at_1000
value: 43.592999999999996
verified: no, type: mrr_at_3
value: 38.435
verified: no, type: mrr_at_5
value: 39.966
verified: no, type: ndcg_at_1
value: 26.531
verified: no, type: ndcg_at_10
value: 21.353
verified: no, type: ndcg_at_100
value: 31.087999999999997
verified: no, type: ndcg_at_1000
value: 43.163000000000004
verified: no, type: ndcg_at_3
value: 22.999
verified: no, type: ndcg_at_5
value: 21.451
verified: no, type: precision_at_1
value: 28.571
verified: no, type: precision_at_10
value: 19.387999999999998
verified: no, type: precision_at_100
value: 6.265
verified: no, type: precision_at_1000
value: 1.4160000000000001
verified: no, type: precision_at_3
value: 24.490000000000002
verified: no, type: precision_at_5
value: 21.224
verified: no, type: recall_at_1
value: 2.603
verified: no, type: recall_at_10
value: 14.474
verified: no, type: recall_at_100
value: 40.287
verified: no, type: recall_at_1000
value: 76.606
verified: no, type: recall_at_3
value: 5.978
verified: no, type: recall_at_5
value: 7.819
verified: no, task: type: Classification
dataset: name: MTEB ToxicConversationsClassification
type: mteb/toxic_conversations_50k
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 69.7848
verified: no, type: ap
value: 13.661023167088224
verified: no, type: f1
value: 53.61686134460943
verified: no, task: type: Classification
dataset: name: MTEB TweetSentimentExtractionClassification
type: mteb/tweet_sentiment_extraction
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 61.28183361629882
verified: no, type: f1
value: 61.55481034919965
verified: no, task: type: Clustering
dataset: name: MTEB TwentyNewsgroupsClustering
type: mteb/twentynewsgroups-clustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 35.972128420092396
verified: no, task: type: PairClassification
dataset: name: MTEB TwitterSemEval2015
type: mteb/twittersemeval2015-pairclassification
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 85.59933241938367
verified: no, type: cos_sim_ap
value: 72.20760361208136
verified: no, type: cos_sim_f1
value: 66.4447731755424
verified: no, type: cos_sim_precision
value: 62.35539102267469
verified: no, type: cos_sim_recall
value: 71.10817941952506
verified: no, type: dot_accuracy
value: 78.98313166835548
verified: no, type: dot_ap
value: 44.492521645493795
verified: no, type: dot_f1
value: 45.814889336016094
verified: no, type: dot_precision
value: 37.02439024390244
verified: no, type: dot_recall
value: 60.07915567282321
verified: no, type: euclidean_accuracy
value: 85.3907134767837
verified: no, type: euclidean_ap
value: 71.53847289080343
verified: no, type: euclidean_f1
value: 65.95952206778834
verified: no, type: euclidean_precision
value: 61.31006346328196
verified: no, type: euclidean_recall
value: 71.37203166226914
verified: no, type: manhattan_accuracy
value: 85.40859510043511
verified: no, type: manhattan_ap
value: 71.49664104395515
verified: no, type: manhattan_f1
value: 65.98569969356485
verified: no, type: manhattan_precision
value: 63.928748144482924
verified: no, type: manhattan_recall
value: 68.17941952506597
verified: no, type: max_accuracy
value: 85.59933241938367
verified: no, type: max_ap
value: 72.20760361208136
verified: no, type: max_f1
value: 66.4447731755424
verified: no, task: type: PairClassification
dataset: name: MTEB TwitterURLCorpus
type: mteb/twitterurlcorpus-pairclassification
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 88.83261536073273
verified: no, type: cos_sim_ap
value: 85.48178133644264
verified: no, type: cos_sim_f1
value: 77.87816307403935
verified: no, type: cos_sim_precision
value: 75.88953021114926
verified: no, type: cos_sim_recall
value: 79.97382198952879
verified: no, type: dot_accuracy
value: 79.76287499514883
verified: no, type: dot_ap
value: 59.17438838475084
verified: no, type: dot_f1
value: 56.34566667855996
verified: no, type: dot_precision
value: 52.50349092359864
verified: no, type: dot_recall
value: 60.794579611949494
verified: no, type: euclidean_accuracy
value: 88.76857996662397
verified: no, type: euclidean_ap
value: 85.22764834359887
verified: no, type: euclidean_f1
value: 77.65379751543554
verified: no, type: euclidean_precision
value: 75.11152683839401
verified: no, type: euclidean_recall
value: 80.37419156144134
verified: no, type: manhattan_accuracy
value: 88.6987231730508
verified: no, type: manhattan_ap
value: 85.18907981724007
verified: no, type: manhattan_f1
value: 77.51967028849757
verified: no, type: manhattan_precision
value: 75.49992701795358
verified: no, type: manhattan_recall
value: 79.65044656606098
verified: no, type: max_accuracy
value: 88.83261536073273
verified: no, type: max_ap
value: 85.48178133644264
verified: no, type: max_f1
value: 77.87816307403935
verified: no
Likes: 2 | All-time downloads: 1851
Created: 2024-01-11 13:50:06