Model: w601sxs/b1ade-embed-kd_3
Author: w601sxs
Pipeline: feature-extraction
Library: transformers
Tags: transformers, safetensors, bert, feature-extraction, mteb, arxiv:1910.09700, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: model-index: name: no_model_name_available
results: dataset: config: en
name: MTEB MassiveScenarioClassification
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
metrics: type: accuracy
value: 0.7591123066577001
verified: no
task: type: Classification, dataset: config: default
name: MTEB ImdbClassification
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
split: test
type: mteb/imdb
metrics: type: accuracy
value: 0.737088
verified: no
task: type: Classification, dataset: config: default
name: MTEB SCIDOCS
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
split: test
type: mteb/scidocs
metrics: type: ndcg_at_10
value: 0.14645
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB BIOSSES
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
split: test
type: mteb/biosses-sts
metrics: type: cosine_spearman
value: 0.7433663356966029
verified: no
task: type: STS, dataset: config: default
name: MTEB TwentyNewsgroupsClustering
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
metrics: type: v_measure
value: 0.4597050473156563
verified: no
task: type: Clustering, dataset: config: default
name: MTEB FEVER
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
split: test
type: mteb/fever
metrics: type: ndcg_at_10
value: 0.25419
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB TwitterSemEval2015
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
metrics: type: ap
value: 0.6721556260260827
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB NFCorpus
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
split: test
type: mteb/nfcorpus
metrics: type: ndcg_at_10
value: 0.23269
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB HotpotQA
revision: ab518f4d6fcca38d87c25209f94beba119d02014
split: test
type: mteb/hotpotqa
metrics: type: ndcg_at_10
value: 0.29778
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB STS15
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
split: test
type: mteb/sts15-sts
metrics: type: cosine_spearman
value: 0.8236097824265283
verified: no
task: type: STS, dataset: config: default
name: MTEB CQADupstackMathematicaRetrieval
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
split: test
type: mteb/cqadupstack-mathematica
metrics: type: ndcg_at_10
value: 0.1537
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB CQADupstackEnglishRetrieval
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
split: test
type: mteb/cqadupstack-english
metrics: type: ndcg_at_10
value: 0.24932
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ArxivClusteringP2P
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
split: test
type: mteb/arxiv-clustering-p2p
metrics: type: v_measure
value: 0.44358822700946515
verified: no
task: type: Clustering, dataset: config: default
name: MTEB FiQA2018
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
split: test
type: mteb/fiqa
metrics: type: ndcg_at_10
value: 0.15899
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SciDocsRR
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics: type: map
value: 0.7885898217382544
verified: no
task: type: Reranking, dataset: config: default
name: MTEB RedditClustering
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
split: test
type: mteb/reddit-clustering
metrics: type: v_measure
value: 0.4966068486651516
verified: no
task: type: Clustering, dataset: config: default
name: MTEB Touche2020
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
split: test
type: mteb/touche2020
metrics: type: ndcg_at_10
value: 0.12018
verified: no
task: type: Retrieval, dataset: config: en
name: MTEB MTOPDomainClassification
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
split: test
type: mteb/mtop_domain
metrics: type: accuracy
value: 0.925079799361605
verified: no
task: type: Classification, dataset: config: default
name: MTEB Banking77Classification
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
split: test
type: mteb/banking77
metrics: type: accuracy
value: 0.8135064935064935
verified: no
task: type: Classification, dataset: config: default
name: MTEB SummEval
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
split: test
type: mteb/summeval
metrics: type: cosine_spearman
value: 0.2889324869563879
verified: no
task: type: Summarization, dataset: config: default
name: MTEB TwitterURLCorpus
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
metrics: type: ap
value: 0.8389671787853494
verified: no
task: type: PairClassification, dataset: config: en-en
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.8952714837442336
verified: no
task: type: STS, dataset: config: default
name: MTEB ArxivClusteringS2S
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
split: test
type: mteb/arxiv-clustering-s2s
metrics: type: v_measure
value: 0.37137555761396807
verified: no
task: type: Clustering, dataset: config: default
name: MTEB CQADupstackWebmastersRetrieval
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
split: test
type: mteb/cqadupstack-webmasters
metrics: type: ndcg_at_10
value: 0.25273
verified: no
task: type: Retrieval, dataset: config: en
name: MTEB AmazonCounterfactualClassification
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 0.6864179104477611
verified: no
task: type: Classification, dataset: config: default
name: MTEB MindSmallReranking
revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
split: test
type: mteb/mind_small
metrics: type: map
value: 0.30932148624587386
verified: no
task: type: Reranking, dataset: config: default
name: MTEB MSMARCO
revision: c5a29a104738b98a9e76336939199e264163d4a0
split: dev
type: mteb/msmarco
metrics: type: ndcg_at_10
value: 0.20298
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB STS13
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
split: test
type: mteb/sts13-sts
metrics: type: cosine_spearman
value: 0.8282788944395595
verified: no
task: type: STS, dataset: config: default
name: MTEB StackOverflowDupQuestions
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
metrics: type: map
value: 0.4666186087388775
verified: no
task: type: Reranking, dataset: config: en
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6528643554148379
verified: no
task: type: STS, dataset: config: en
name: MTEB MTOPIntentClassification
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
split: test
type: mteb/mtop_intent
metrics: type: accuracy
value: 0.6971044231646147
verified: no
task: type: Classification, dataset: config: default
name: MTEB RedditClusteringP2P
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
split: test
type: mteb/reddit-clustering-p2p
metrics: type: v_measure
value: 0.5520754883265135
verified: no
task: type: Clustering, dataset: config: default
name: MTEB CQADupstackUnixRetrieval
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
split: test
type: mteb/cqadupstack-unix
metrics: type: ndcg_at_10
value: 0.23623
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB AskUbuntuDupQuestions
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
split: test
type: mteb/askubuntudupquestions-reranking
metrics: type: map
value: 0.5611127024658868
verified: no
task: type: Reranking, dataset: config: default
name: MTEB QuoraRetrieval
revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
split: test
type: mteb/quora
metrics: type: ndcg_at_10
value: 0.84318
verified: no
task: type: Retrieval, dataset: config: en
name: MTEB MassiveIntentClassification
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
metrics: type: accuracy
value: 0.7035305985205111
verified: no
task: type: Classification, dataset: config: default
name: MTEB SprintDuplicateQuestions
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
type: mteb/sprintduplicatequestions-pairclassification
metrics: type: ap
value: 0.8547019640605763
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB AmazonPolarityClassification
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics: type: accuracy
value: 0.8622175000000001
verified: no
task: type: Classification, dataset: config: default
name: MTEB SICK-R
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
split: test
type: mteb/sickr-sts
metrics: type: cosine_spearman
value: 0.8074931072126776
verified: no
task: type: STS, dataset: config: default
name: MTEB StackExchangeClustering
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
metrics: type: v_measure
value: 0.5824562550961052
verified: no
task: type: Clustering, dataset: config: default
name: MTEB DBPedia
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
split: test
type: mteb/dbpedia
metrics: type: ndcg_at_10
value: 0.27904
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB CQADupstackProgrammersRetrieval
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
split: test
type: mteb/cqadupstack-programmers
metrics: type: ndcg_at_10
value: 0.22149
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB MedrxivClusteringP2P
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
split: test
type: mteb/medrxiv-clustering-p2p
metrics: type: v_measure
value: 0.3237094363112699
verified: no
task: type: Clustering, dataset: config: default
name: MTEB ToxicConversationsClassification
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
metrics: type: accuracy
value: 0.69345703125
verified: no
task: type: Classification, dataset: config: default
name: MTEB CQADupstackStatsRetrieval
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
split: test
type: mteb/cqadupstack-stats
metrics: type: ndcg_at_10
value: 0.20067
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB STS16
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics: type: cosine_spearman
value: 0.8059731462041985
verified: no
task: type: STS, dataset: config: default
name: MTEB SciFact
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics: type: ndcg_at_10
value: 0.50544
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB TweetSentimentExtractionClassification
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
metrics: type: accuracy
value: 0.6107243916242219
verified: no
task: type: Classification, dataset: config: default
name: MTEB STS12
revision: a0d554a64d88156834ff5ae9920b964011b16384
split: test
type: mteb/sts12-sts
metrics: type: cosine_spearman
value: 0.7407164757075673
verified: no
task: type: STS, dataset: config: default
name: MTEB CQADupstackPhysicsRetrieval
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
split: test
type: mteb/cqadupstack-physics
metrics: type: ndcg_at_10
value: 0.31707
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB BiorxivClusteringP2P
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
split: test
type: mteb/biorxiv-clustering-p2p
metrics: type: v_measure
value: 0.36100815785085566
verified: no
task: type: Clustering, dataset: config: default
name: MTEB CQADupstackGisRetrieval
revision: 5003b3064772da1887988e05400cf3806fe491f2
split: test
type: mteb/cqadupstack-gis
metrics: type: ndcg_at_10
value: 0.22124
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB CQADupstackGamingRetrieval
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
split: test
type: mteb/cqadupstack-gaming
metrics: type: ndcg_at_10
value: 0.42459
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB STSBenchmark
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics: type: cosine_spearman
value: 0.7980073939799789
verified: no
task: type: STS, dataset: config: default
name: MTEB CQADupstackWordpressRetrieval
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
split: test
type: mteb/cqadupstack-wordpress
metrics: type: ndcg_at_10
value: 0.15801
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB StackExchangeClusteringP2P
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
split: test
type: mteb/stackexchange-clustering-p2p
metrics: type: v_measure
value: 0.30348330076332997
verified: no
task: type: Clustering, dataset: config: default
name: MTEB BiorxivClusteringS2S
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
split: test
type: mteb/biorxiv-clustering-s2s
metrics: type: v_measure
value: 0.3066700709222508
verified: no
task: type: Clustering, dataset: config: default
name: MTEB CQADupstackTexRetrieval
revision: 46989137a86843e03a6195de44b09deda022eec7
split: test
type: mteb/cqadupstack-tex
metrics: type: ndcg_at_10
value: 0.14452
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB CQADupstackAndroidRetrieval
revision: f46a197baaae43b4f621051089b82a364682dfeb
split: test
type: mteb/cqadupstack-android
metrics: type: ndcg_at_10
value: 0.34255
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB TRECCOVID
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
split: test
type: mteb/trec-covid
metrics: type: ndcg_at_10
value: 0.37473
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB NQ
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
split: test
type: mteb/nq
metrics: type: ndcg_at_10
value: 0.21214
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB CQADupstackWebmastersRetrieval
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
split: test
type: mteb/cqadupstack-webmasters
metrics: type: ndcg_at_10
value: 0.25273
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ArguAna
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
metrics: type: ndcg_at_10
value: 0.44416
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB STS14
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
split: test
type: mteb/sts14-sts
metrics: type: cosine_spearman
value: 0.7544709602964104
verified: no
task: type: STS, dataset: config: default
name: MTEB MedrxivClusteringS2S
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
split: test
type: mteb/medrxiv-clustering-s2s
metrics: type: v_measure
value: 0.2932525018378166
verified: no
task: type: Clustering, dataset: config: en
name: MTEB AmazonReviewsClassification
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics: type: accuracy
value: 0.43157999999999996
verified: no
task: type: Classification, dataset: config: default
name: MTEB ClimateFEVER
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
split: test
type: mteb/climate-fever
metrics: type: ndcg_at_10
value: 0.11327
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB EmotionClassification
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
split: test
type: mteb/emotion
metrics: type: accuracy
value: 0.48450000000000004
verified: no
task: type: Classification
tags: mteb
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Created: 2024-06-10 16:53:19