Model: biswa921/bge-m3
Author: biswa921
Tags: mteb, model-index, region:us
Card metadata: tags: mteb
model-index: name: bge-m3
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 75.6268656716418
verified: no, type: ap
value: 39.50276109614102
verified: no, type: f1
value: 70.00224623431103
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 91.013675
verified: no, type: ap
value: 87.30227544778319
verified: no, type: f1
value: 91.00157923673694
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: 46.986000000000004
verified: no, type: f1
value: 44.93316837240337
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.521
verified: no, type: map_at_10
value: 45.062999999999995
verified: no, type: map_at_100
value: 45.965
verified: no, type: map_at_1000
value: 45.972
verified: no, type: map_at_3
value: 40.078
verified: no, type: map_at_5
value: 43.158
verified: no, type: mrr_at_1
value: 29.232000000000003
verified: no, type: mrr_at_10
value: 45.305
verified: no, type: mrr_at_100
value: 46.213
verified: no, type: mrr_at_1000
value: 46.22
verified: no, type: mrr_at_3
value: 40.339000000000006
verified: no, type: mrr_at_5
value: 43.394
verified: no, type: ndcg_at_1
value: 28.521
verified: no, type: ndcg_at_10
value: 53.959999999999994
verified: no, type: ndcg_at_100
value: 57.691
verified: no, type: ndcg_at_1000
value: 57.858
verified: no, type: ndcg_at_3
value: 43.867
verified: no, type: ndcg_at_5
value: 49.38
verified: no, type: precision_at_1
value: 28.521
verified: no, type: precision_at_10
value: 8.222
verified: no, type: precision_at_100
value: 0.9820000000000001
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 18.279
verified: no, type: precision_at_5
value: 13.627
verified: no, type: recall_at_1
value: 28.521
verified: no, type: recall_at_10
value: 82.219
verified: no, type: recall_at_100
value: 98.222
verified: no, type: recall_at_1000
value: 99.502
verified: no, type: recall_at_3
value: 54.836
verified: no, type: recall_at_5
value: 68.137
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: 39.409674498704625
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 61.52757354203137
verified: no, type: mrr
value: 74.28241656773513
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: 84.39442490594014
verified: no, type: cos_sim_spearman
value: 83.37599616417513
verified: no, type: euclidean_pearson
value: 83.23317790460271
verified: no, type: euclidean_spearman
value: 83.37599616417513
verified: no, type: manhattan_pearson
value: 83.23182214744224
verified: no, type: manhattan_spearman
value: 83.5428674363298
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 81.93181818181819
verified: no, type: f1
value: 81.0852312152688
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.784
verified: no, type: map_at_10
value: 38.879000000000005
verified: no, type: map_at_100
value: 40.161
verified: no, type: map_at_1000
value: 40.291
verified: no, type: map_at_3
value: 36.104
verified: no, type: map_at_5
value: 37.671
verified: no, type: mrr_at_1
value: 35.924
verified: no, type: mrr_at_10
value: 44.471
verified: no, type: mrr_at_100
value: 45.251000000000005
verified: no, type: mrr_at_1000
value: 45.296
verified: no, type: mrr_at_3
value: 42.367
verified: no, type: mrr_at_5
value: 43.635000000000005
verified: no, type: ndcg_at_1
value: 35.924
verified: no, type: ndcg_at_10
value: 44.369
verified: no, type: ndcg_at_100
value: 48.925999999999995
verified: no, type: ndcg_at_1000
value: 50.964
verified: no, type: ndcg_at_3
value: 40.416999999999994
verified: no, type: ndcg_at_5
value: 42.309999999999995
verified: no, type: precision_at_1
value: 35.924
verified: no, type: precision_at_10
value: 8.344
verified: no, type: precision_at_100
value: 1.367
verified: no, type: precision_at_1000
value: 0.181
verified: no, type: precision_at_3
value: 19.469
verified: no, type: precision_at_5
value: 13.771
verified: no, type: recall_at_1
value: 28.784
verified: no, type: recall_at_10
value: 53.92400000000001
verified: no, type: recall_at_100
value: 72.962
verified: no, type: recall_at_1000
value: 85.90100000000001
verified: no, type: recall_at_3
value: 42.574
verified: no, type: recall_at_5
value: 47.798
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 50.16499999999999
verified: no, type: f1
value: 43.57906972116264
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.737
verified: no, type: map_at_10
value: 33.566
verified: no, type: map_at_100
value: 35.367
verified: no, type: map_at_1000
value: 35.546
verified: no, type: map_at_3
value: 29.881999999999998
verified: no, type: map_at_5
value: 31.818
verified: no, type: mrr_at_1
value: 41.975
verified: no, type: mrr_at_10
value: 50.410999999999994
verified: no, type: mrr_at_100
value: 51.172
verified: no, type: mrr_at_1000
value: 51.214999999999996
verified: no, type: mrr_at_3
value: 48.611
verified: no, type: mrr_at_5
value: 49.522
verified: no, type: ndcg_at_1
value: 41.975
verified: no, type: ndcg_at_10
value: 41.299
verified: no, type: ndcg_at_100
value: 47.768
verified: no, type: ndcg_at_1000
value: 50.882000000000005
verified: no, type: ndcg_at_3
value: 38.769
verified: no, type: ndcg_at_5
value: 39.106
verified: no, type: precision_at_1
value: 41.975
verified: no, type: precision_at_10
value: 11.296000000000001
verified: no, type: precision_at_100
value: 1.7840000000000003
verified: no, type: precision_at_1000
value: 0.23500000000000001
verified: no, type: precision_at_3
value: 26.029000000000003
verified: no, type: precision_at_5
value: 18.457
verified: no, type: recall_at_1
value: 20.737
verified: no, type: recall_at_10
value: 47.284
verified: no, type: recall_at_100
value: 71.286
verified: no, type: recall_at_1000
value: 89.897
verified: no, type: recall_at_3
value: 35.411
verified: no, type: recall_at_5
value: 39.987
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 87.84
verified: no, type: ap
value: 82.68294664793142
verified: no, type: f1
value: 87.8226441992267
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.35841313269493
verified: no, type: f1
value: 93.060022693275
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 66.58002735978113
verified: no, type: f1
value: 46.995919480823055
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: 71.07935440484196
verified: no, type: f1
value: 69.13197875645403
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: 76.63752521856087
verified: no, type: f1
value: 75.61348469613843
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.234
verified: no, type: map_at_10
value: 11.718
verified: no, type: map_at_100
value: 14.396
verified: no, type: map_at_1000
value: 15.661
verified: no, type: map_at_3
value: 8.951
verified: no, type: map_at_5
value: 10.233
verified: no, type: mrr_at_1
value: 43.034
verified: no, type: mrr_at_10
value: 52.161
verified: no, type: mrr_at_100
value: 52.729000000000006
verified: no, type: mrr_at_1000
value: 52.776
verified: no, type: mrr_at_3
value: 50.671
verified: no, type: mrr_at_5
value: 51.476
verified: no, type: ndcg_at_1
value: 41.331
verified: no, type: ndcg_at_10
value: 31.411
verified: no, type: ndcg_at_100
value: 28.459
verified: no, type: ndcg_at_1000
value: 37.114000000000004
verified: no, type: ndcg_at_3
value: 37.761
verified: no, type: ndcg_at_5
value: 35.118
verified: no, type: precision_at_1
value: 43.034
verified: no, type: precision_at_10
value: 22.878999999999998
verified: no, type: precision_at_100
value: 7.093000000000001
verified: no, type: precision_at_1000
value: 1.9560000000000002
verified: no, type: precision_at_3
value: 35.707
verified: no, type: precision_at_5
value: 30.279
verified: no, type: recall_at_1
value: 5.234
verified: no, type: recall_at_10
value: 14.745
verified: no, type: recall_at_100
value: 28.259
verified: no, type: recall_at_1000
value: 59.16400000000001
verified: no, type: recall_at_3
value: 10.08
verified: no, type: recall_at_5
value: 11.985
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: 83.33269306539026
verified: no, type: cos_sim_spearman
value: 79.71441518631086
verified: no, type: euclidean_pearson
value: 80.98109404189279
verified: no, type: euclidean_spearman
value: 79.71444969096095
verified: no, type: manhattan_pearson
value: 80.97223989357175
verified: no, type: manhattan_spearman
value: 79.64929261210406
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 83.7127498314437
verified: no, type: cos_sim_spearman
value: 78.73426610516154
verified: no, type: euclidean_pearson
value: 79.72827173736742
verified: no, type: euclidean_spearman
value: 78.731973450314
verified: no, type: manhattan_pearson
value: 79.71391822179304
verified: no, type: manhattan_spearman
value: 78.69626503719782
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: 78.33449726355023
verified: no, type: cos_sim_spearman
value: 79.59703323420547
verified: no, type: euclidean_pearson
value: 79.87238808505464
verified: no, type: euclidean_spearman
value: 79.59703323420547
verified: no, type: manhattan_pearson
value: 79.5006260085966
verified: no, type: manhattan_spearman
value: 79.21864659717262
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: 79.00088445445654
verified: no, type: cos_sim_spearman
value: 78.99977508575147
verified: no, type: euclidean_pearson
value: 78.63222924140206
verified: no, type: euclidean_spearman
value: 78.99976994069327
verified: no, type: manhattan_pearson
value: 78.35504771673297
verified: no, type: manhattan_spearman
value: 78.76306077740067
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 87.13160613452308
verified: no, type: cos_sim_spearman
value: 87.81435104273643
verified: no, type: euclidean_pearson
value: 87.22395745487297
verified: no, type: euclidean_spearman
value: 87.81435041827874
verified: no, type: manhattan_pearson
value: 87.17630476262896
verified: no, type: manhattan_spearman
value: 87.76535338976686
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: 83.76424652225954
verified: no, type: cos_sim_spearman
value: 85.39745570134193
verified: no, type: euclidean_pearson
value: 84.6971466556576
verified: no, type: euclidean_spearman
value: 85.39745570134193
verified: no, type: manhattan_pearson
value: 84.61210275324463
verified: no, type: manhattan_spearman
value: 85.30727114432379
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: 86.87956530541486
verified: no, type: cos_sim_spearman
value: 87.13412608536781
verified: no, type: euclidean_pearson
value: 87.80084186244981
verified: no, type: euclidean_spearman
value: 87.13412608536781
verified: no, type: manhattan_pearson
value: 87.73101535306475
verified: no, type: manhattan_spearman
value: 87.05897655963285
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: 83.70737517925419
verified: no, type: cos_sim_spearman
value: 84.84687698325351
verified: no, type: euclidean_pearson
value: 84.36525309890885
verified: no, type: euclidean_spearman
value: 84.84688249844098
verified: no, type: manhattan_pearson
value: 84.31171573973266
verified: no, type: manhattan_spearman
value: 84.79550448196474
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 48.178
verified: no, type: map_at_10
value: 59.24
verified: no, type: map_at_100
value: 59.902
verified: no, type: map_at_1000
value: 59.941
verified: no, type: map_at_3
value: 56.999
verified: no, type: map_at_5
value: 58.167
verified: no, type: mrr_at_1
value: 51
verified: no, type: mrr_at_10
value: 60.827
verified: no, type: mrr_at_100
value: 61.307
verified: no, type: mrr_at_1000
value: 61.341
verified: no, type: mrr_at_3
value: 59
verified: no, type: mrr_at_5
value: 60.033
verified: no, type: ndcg_at_1
value: 51
verified: no, type: ndcg_at_10
value: 64.366
verified: no, type: ndcg_at_100
value: 67.098
verified: no, type: ndcg_at_1000
value: 68.08
verified: no, type: ndcg_at_3
value: 60.409
verified: no, type: ndcg_at_5
value: 62.150000000000006
verified: no, type: precision_at_1
value: 51
verified: no, type: precision_at_10
value: 8.799999999999999
verified: no, type: precision_at_100
value: 1.027
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 24.444
verified: no, type: precision_at_5
value: 15.8
verified: no, type: recall_at_1
value: 48.178
verified: no, type: recall_at_10
value: 78.34400000000001
verified: no, type: recall_at_100
value: 90.36699999999999
verified: no, type: recall_at_1000
value: 98
verified: no, type: recall_at_3
value: 67.35
verified: no, type: recall_at_5
value: 71.989
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: 99.87722772277228
verified: no, type: cos_sim_ap
value: 97.32479581402639
verified: no, type: cos_sim_f1
value: 93.74369323915236
verified: no, type: cos_sim_precision
value: 94.60285132382892
verified: no, type: cos_sim_recall
value: 92.9
verified: no, type: dot_accuracy
value: 99.87722772277228
verified: no, type: dot_ap
value: 97.32479581402637
verified: no, type: dot_f1
value: 93.74369323915236
verified: no, type: dot_precision
value: 94.60285132382892
verified: no, type: dot_recall
value: 92.9
verified: no, type: euclidean_accuracy
value: 99.87722772277228
verified: no, type: euclidean_ap
value: 97.32479581402639
verified: no, type: euclidean_f1
value: 93.74369323915236
verified: no, type: euclidean_precision
value: 94.60285132382892
verified: no, type: euclidean_recall
value: 92.9
verified: no, type: manhattan_accuracy
value: 99.87524752475248
verified: no, type: manhattan_ap
value: 97.29133330261223
verified: no, type: manhattan_f1
value: 93.59359359359361
verified: no, type: manhattan_precision
value: 93.687374749499
verified: no, type: manhattan_recall
value: 93.5
verified: no, type: max_accuracy
value: 99.87722772277228
verified: no, type: max_ap
value: 97.32479581402639
verified: no, type: max_f1
value: 93.74369323915236
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 72.60060000000001
verified: no, type: ap
value: 15.719924742317021
verified: no, type: f1
value: 56.30561683159878
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 63.71250707413696
verified: no, type: f1
value: 63.54808116265952
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 85.110568039578
verified: no, type: cos_sim_ap
value: 70.28927714315245
verified: no, type: cos_sim_f1
value: 65.03893361488716
verified: no, type: cos_sim_precision
value: 65.06469500924214
verified: no, type: cos_sim_recall
value: 65.0131926121372
verified: no, type: dot_accuracy
value: 85.110568039578
verified: no, type: dot_ap
value: 70.28928082939848
verified: no, type: dot_f1
value: 65.03893361488716
verified: no, type: dot_precision
value: 65.06469500924214
verified: no, type: dot_recall
value: 65.0131926121372
verified: no, type: euclidean_accuracy
value: 85.110568039578
verified: no, type: euclidean_ap
value: 70.28928621260852
verified: no, type: euclidean_f1
value: 65.03893361488716
verified: no, type: euclidean_precision
value: 65.06469500924214
verified: no, type: euclidean_recall
value: 65.0131926121372
verified: no, type: manhattan_accuracy
value: 85.02115992132086
verified: no, type: manhattan_ap
value: 70.05813255171925
verified: no, type: manhattan_f1
value: 64.59658311510164
verified: no, type: manhattan_precision
value: 61.24379285883188
verified: no, type: manhattan_recall
value: 68.33773087071239
verified: no, type: max_accuracy
value: 85.110568039578
verified: no, type: max_ap
value: 70.28928621260852
verified: no, type: max_f1
value: 65.03893361488716
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 88.99949547871309
verified: no, type: cos_sim_ap
value: 85.82819569154559
verified: no, type: cos_sim_f1
value: 78.37315338318439
verified: no, type: cos_sim_precision
value: 74.46454564358494
verified: no, type: cos_sim_recall
value: 82.71481367416075
verified: no, type: dot_accuracy
value: 88.99949547871309
verified: no, type: dot_ap
value: 85.82820043407936
verified: no, type: dot_f1
value: 78.37315338318439
verified: no, type: dot_precision
value: 74.46454564358494
verified: no, type: dot_recall
value: 82.71481367416075
verified: no, type: euclidean_accuracy
value: 88.99949547871309
verified: no, type: euclidean_ap
value: 85.82819622588083
verified: no, type: euclidean_f1
value: 78.37315338318439
verified: no, type: euclidean_precision
value: 74.46454564358494
verified: no, type: euclidean_recall
value: 82.71481367416075
verified: no, type: manhattan_accuracy
value: 88.98009081383165
verified: no, type: manhattan_ap
value: 85.77393389750326
verified: no, type: manhattan_f1
value: 78.38852097130243
verified: no, type: manhattan_precision
value: 75.06341600901916
verified: no, type: manhattan_recall
value: 82.0218663381583
verified: no, type: max_accuracy
value: 88.99949547871309
verified: no, type: max_ap
value: 85.82820043407936
verified: no, type: max_f1
value: 78.38852097130243
verified: no
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Created: 2024-02-06 05:39:28