MMTEB: Massive Multilingual Text Embedding Benchmark
Paper • 2502.13595 • Published • 48
MMTEB
A collection of items telated the the MMTEB release
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MTEB Leaderboard
🥇7.32kEmbedding Leaderboard
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mteb/BornholmBitextMining
Viewer • Updated • 6.79k • 6.57k -
davidstap/biblenlp-corpus-mmteb
Viewer • Updated • 1.74M • 3.98k • 3 -
mteb/bucc-bitext-mining
Viewer • Updated • 70k • 904 • 3 -
mteb/DiaBlaBitextMining
Viewer • Updated • 11.5k • 398 • 1 -
mteb/FloresBitextMining
Viewer • Updated • 2.01k • 367 • 1 -
mteb/IN22GenBitextMining
Viewer • Updated • 132k • 533 • 1 -
mteb/IndicGenBenchFloresBitextMining
Viewer • Updated • 119k • 1.02k -
gentaiscool/bitext_nollysenti_miners
Viewer • Updated • 3.28k • 107 -
kardosdrur/norwegian-courts
Viewer • Updated • 1.14k • 515 • 1 -
mteb/NTREXBitextMining
Viewer • Updated • 2k • 359 • 1 -
gentaiscool/bitext_nusatranslation_miners
Viewer • Updated • 100k • 110 -
gentaiscool/bitext_nusax_miners
Viewer • Updated • 11k • 108 -
mteb/tatoeba-bitext-mining
Viewer • Updated • 178k • 1k • 8 -
artist/Bulgarian-Online-Store-Feedback-Text-Analysis
Viewer • Updated • 906 • 106 -
fewshot-goes-multilingual/cs_mall-product-reviews
Viewer • Updated • 30k • 102 • 1 -
AI-team-UoA/greek_legal_code
Viewer • Updated • 143k • 400 • 13 -
fancyzhx/dbpedia_14
Viewer • Updated • 630k • 13.6k • 35 -
mteb/FinancialPhrasebankClassification
Viewer • Updated • 2.26k • 279 -
mteb/PoemSentimentClassification
Viewer • Updated • 1.1k • 266 -
mteb/toxic_conversations_50k
Viewer • Updated • 100k • 4.57k • 19 -
mteb/TweetTopicSingleClassification
Viewer • Updated • 30.1k • 366 -
kardosdrur/estonian-valence
Viewer • Updated • 4.09k • 89 • 1 -
scaredmeow/shopee-reviews-tl-stars
Viewer • Updated • 15k • 107 • 2 -
mlexplorer008/gujarati_news_classification
Viewer • Updated • 6.59k • 77 • 1 -
OdiaGenAI/sentiment_analysis_hindi
Viewer • Updated • 2.5k • 157 • 2 -
manandey/id_clickbait
Viewer • Updated • 15k • 186 • 1 -
itacasehold/itacasehold
Viewer • Updated • 1.1k • 165 • 2 -
mteb/KorSarcasmClassification
Viewer • Updated • 2.35k • 232 -
asparius/Kurdish-Sentiment
Viewer • Updated • 7.99k • 83 • 1 -
isaacchung/macedonian-tweet-sentiment-classification
Viewer • Updated • 9.71k • 147 -
mteb/AfriSentiClassification
Viewer • Updated • 94.8k • 763 -
mteb/amazon_counterfactual
Viewer • Updated • 20.7k • 3.91k • 4 -
community-datasets/catalonia_independence
Viewer • Updated • 20.1k • 267 • 4 -
tatiana-merz/cyrillic_turkic_langs
Viewer • Updated • 90k • 138 • 1 -
ai4bharat/Bhasha-Abhijnaanam
Viewer • Updated • 1 • 210 • 2 -
mteb/masakhanews
Viewer • Updated • 62.2k • 817 -
mteb/amazon_massive_intent
Viewer • Updated • 843k • 7.65k • 27 -
mteb/multi-hatecheck
Viewer • Updated • 40.3k • 757 -
mteb/NordicLangClassification
Viewer • Updated • 60k • 560 -
gentaiscool/nusaparagraph_emot
Viewer • Updated • 44.6k • 625 -
mteb/NusaX-senti
Viewer • Updated • 12k • 669 -
mteb/multilingual-scala-classification
Viewer • Updated • 74.8k • 504 • 1 -
mteb/SwissJudgementClassification
Viewer • Updated • 72.8k • 372 -
bpHigh/iNLTK_Nepali_News_Dataset
Viewer • Updated • 7.47k • 80 • 3 -
mlexplorer008/odia_news_classification
Viewer • Updated • 19k • 73 -
mlexplorer008/punjabi_news_classification
Viewer • Updated • 784 • 82 • 2 -
PL-MTEB/polemo2_out
Viewer • Updated • 6.77k • 114 -
mteb/PAC
Viewer • Updated • 9.25k • 287 -
NLPC-UOM/Sinhala-News-Category-classification
Viewer • Updated • 3.33k • 105 • 1 -
fewshot-goes-multilingual/sk_csfd-movie-reviews
Viewer • Updated • 30k • 236 • 1 -
isaacchung/siswati-news
Viewer • Updated • 80 • 103 -
janko/sk_csfd-movie-reviews
Viewer • Updated • 25k • 79 -
Mollel/SwahiliNewsClassification
Viewer • Updated • 24.3k • 97 • 1 -
mteb/DalajClassification
Viewer • Updated • 9.46k • 236 -
dsfsi/daily-news-dikgang
Viewer • Updated • 4.87k • 163 • 2 -
isaacchung/isizulu-news
Viewer • Updated • 752 • 127 -
jinaai/cities_wiki_clustering
Viewer • Updated • 1 • 103 • 1 -
mteb/MasakhaNEWSClusteringS2S
Viewer • Updated • 80 • 812 -
kardosdrur/romani-bible
Viewer • Updated • 4 • 50 -
mteb/arxiv-clustering-p2p
Viewer • Updated • 31 • 2.82k • 3 -
mteb/arxiv-clustering-s2s
Viewer • Updated • 31 • 3.22k • 1 -
mteb/big-patent
Viewer • Updated • 67.1k • 484 • 2 -
mteb/biorxiv-clustering-p2p
Viewer • Updated • 53.8k • 2.68k -
mteb/medrxiv-clustering-p2p
Viewer • Updated • 17.6k • 2.5k • 2 -
mteb/stackexchange-clustering
Viewer • Updated • 50 • 2.9k • 1 -
mteb/AlloProfClusteringS2S.v2
Viewer • Updated • 2.56k • 293 -
lyon-nlp/clustering-hal-s2s
Viewer • Updated • 197k • 142 • 1 -
mteb/sib200
Viewer • Updated • 387k • 11.7k • 4 -
ryzzlestrizzle/multi-wiki-clustering-p2p
Viewer • Updated • 140 • 91 -
PL-MTEB/plsc-clustering-p2p
Viewer • Updated • 17.5k • 88 -
mteb/SwednClusteringP2P
Viewer • Updated • 103k • 250 -
C-MTEB/CLSClusteringP2P
Viewer • Updated • 10 • 330 -
CoIR-Retrieval/stackoverflow-qa
Viewer • Updated • 55.8k • 919 -
sorenmulli/da-hashtag-twitterhjerne
Viewer • Updated • 78 • 2.91k -
mteb/AILA_statutes
Viewer • Updated • 349 • 3.76k • 2 -
mteb/arguana
Benchmark • Updated • 11.5k • 16.7k • 5 -
mteb/HagridRetrieval
Viewer • Updated • 1.49k • 852 -
mteb/legalbench_corporate_lobbying
Viewer • Updated • 999 • 2.32k -
dwzhu/LongEmbed
Viewer • Updated • 29.6k • 4.8k • 8 -
mteb/scidocs
Viewer • Updated • 56.6k • 11.6k • 5 -
mteb/SpartQA
Viewer • Updated • 11.9k • 892 -
mteb/TempReasonL1
Viewer • Updated • 20.5k • 841 -
mteb/trec-covid
Viewer • Updated • 238k • 8.1k • 4 -
mteb/WinoGrande
Viewer • Updated • 7.63k • 727 -
facebook/belebele
Viewer • Updated • 110k • 16.7k • 126 -
mteb/MLQARetrieval
Viewer • Updated • 500k • 5.29k • 1 -
McGill-NLP/statcan-dialogue-dataset-retrieval
Viewer • Updated • 18.5k • 361 • 1 -
mteb/WikipediaRetrievalMultilingual
Viewer • Updated • 264k • 2.34k • 1 -
mteb/CovidRetrieval
Viewer • Updated • 102k • 1.19k -
jhu-clsp/core17-instructions-mteb
Viewer • Updated • 29.5k • 892 -
jhu-clsp/news21-instructions-mteb
Viewer • Updated • 39.7k • 343 -
jhu-clsp/robust04-instructions-mteb
Viewer • Updated • 84.8k • 348 -
mteb/KorHateSpeechMLClassification
Viewer • Updated • 19k • 295 -
MLRS/maltese_news_categories
Viewer • Updated • 15.4k • 407 -
mteb/eurlex-multilingual
Viewer • Updated • 1.04M • 1.78k • 1 -
mteb/BrazilianToxicTweetsClassification
Viewer • Updated • 10.2k • 5.3k • 1 -
ai-forever/cedr-classification
Viewer • Updated • 9.41k • 139 -
mteb/CTKFactsNLI
Viewer • Updated • 680 • 235 -
mteb/sprintduplicatequestions-pairclassification
Viewer • Updated • 2 • 8.23k -
mteb/twitterurlcorpus-pairclassification
Viewer • Updated • 1 • 4.39k -
asparius/Armenian-Paraphrase-PC
Viewer • Updated • 2 • 52 • 1 -
mteb/indonli
Viewer • Updated • 2.04k • 304 -
mteb/OpusparcusPC
Viewer • Updated • 24 • 474 -
mteb/PawsXPairClassification
Viewer • Updated • 28k • 637 -
maximoss/rte3-multi
Viewer • Updated • 6.4k • 108 • 2 -
mteb/xnli
Viewer • Updated • 12M • 763 • 1 -
PL-MTEB/ppc-pairclassification
Viewer • Updated • 3 • 82 -
ai-forever/terra-pairclassification
Viewer • Updated • 2 • 182 -
mteb/WebLINXCandidatesReranking
Viewer • Updated • 12M • 967 -
mteb/AlloprofReranking
Viewer • Updated • 79.7k • 525 • 1 -
mteb/VoyageMMarcoReranking
Viewer • Updated • 111k • 712 -
mteb/WikipediaRerankingMultilingual
Viewer • Updated • 480k • 1.42k -
mteb/RuBQReranking
Viewer • Updated • 78k • 568 • 1 -
mteb/T2Reranking
Viewer • Updated • 207k • 1.16k -
jinaai/german-STSbenchmark
Viewer • Updated • 8.63k • 226 • 1 -
mteb/sickr-sts
Viewer • Updated • 9.93k • 16.5k • 5 -
mteb/sts12-sts
Viewer • Updated • 5.34k • 49.8k • 8 -
mteb/sts13-sts
Viewer • Updated • 1.5k • 16.9k • 1 -
mteb/sts14-sts
Viewer • Updated • 3.75k • 15.6k • 2 -
mteb/sts15-sts
Viewer • Updated • 3k • 5.93k • 2 -
mteb/stsbenchmark-sts
Viewer • Updated • 8.63k • 32.2k • 17 -
vesteinn/faroese-sts
Viewer • Updated • 729 • 2.53k • 2 -
mteb/FinParaSTS
Viewer • Updated • 3k • 240 -
mteb/JSICK
Viewer • Updated • 9.93k • 511 -
mteb/IndicCrosslingualSTS
Viewer • Updated • 3.07k • 658 -
SemRel/SemRel2024
Viewer • Updated • 26.3k • 683 • 1 -
mteb/sts17-crosslingual-sts
Viewer • Updated • 10.7k • 5.85k • 4 -
mteb/sts22-crosslingual-sts
Viewer • Updated • 17.2k • 14.3k • 12 -
mteb/STSES
Viewer • Updated • 155 • 239 -
C-MTEB/STSB
Viewer • Updated • 8.05k • 288 • 1 -
mteb/MIRACLRetrievalHardNegatives
Viewer • Updated • 2.57M • 7.18k • 2