LICENSE
README.md
pyproject.toml
docs/__init__.py
docs/create_benchmarks_table.py
docs/create_tasks_table.py
docs/mmteb/create_points_table.py
docs/mmteb/validate_points.py
mteb/__init__.py
mteb/__main__.py
mteb/caching.py
mteb/cli.py
mteb/create_meta.py
mteb/encoder_interface.py
mteb/iso_15924_to_script.json
mteb/iso_639_3_to_language.json
mteb/language_family.json
mteb/languages.py
mteb/logging.py
mteb/model_meta.py
mteb/overview.py
mteb/requires_package.py
mteb/task_aggregation.py
mteb/task_selection.py
mteb.egg-info/PKG-INFO
mteb.egg-info/SOURCES.txt
mteb.egg-info/dependency_links.txt
mteb.egg-info/entry_points.txt
mteb.egg-info/requires.txt
mteb.egg-info/top_level.txt
mteb/abstasks/AbsTask.py
mteb/abstasks/AbsTaskBitextMining.py
mteb/abstasks/AbsTaskClassification.py
mteb/abstasks/AbsTaskClustering.py
mteb/abstasks/AbsTaskClusteringFast.py
mteb/abstasks/AbsTaskInstructionRetrieval.py
mteb/abstasks/AbsTaskMultilabelClassification.py
mteb/abstasks/AbsTaskPairClassification.py
mteb/abstasks/AbsTaskReranking.py
mteb/abstasks/AbsTaskRetrieval.py
mteb/abstasks/AbsTaskSTS.py
mteb/abstasks/AbsTaskSpeedTask.py
mteb/abstasks/AbsTaskSummarization.py
mteb/abstasks/MultiSubsetLoader.py
mteb/abstasks/MultilingualTask.py
mteb/abstasks/TaskMetadata.py
mteb/abstasks/__init__.py
mteb/abstasks/aggregate_task_metadata.py
mteb/abstasks/aggregated_task.py
mteb/abstasks/stratification.py
mteb/abstasks/the_ugly_duckling.txt
mteb/benchmarks/__init__.py
mteb/benchmarks/benchmarks.py
mteb/benchmarks/get_benchmark.py
mteb/descriptive_stats/BitextMining/BUCC.v2.json
mteb/descriptive_stats/BitextMining/BornholmBitextMining.json
mteb/descriptive_stats/BitextMining/IN22ConvBitextMining.json
mteb/descriptive_stats/BitextMining/IN22GenBitextMining.json
mteb/descriptive_stats/BitextMining/IWSLT2017BitextMining.json
mteb/descriptive_stats/BitextMining/IndicGenBenchFloresBitextMining.json
mteb/descriptive_stats/BitextMining/NTREXBitextMining.json
mteb/descriptive_stats/BitextMining/NollySentiBitextMining.json
mteb/descriptive_stats/BitextMining/NorwegianCourtsBitextMining.json
mteb/descriptive_stats/BitextMining/NusaTranslationBitextMining.json
mteb/descriptive_stats/BitextMining/PhincBitextMining.json
mteb/descriptive_stats/BitextMining/TbilisiCityHallBitextMining.json
mteb/descriptive_stats/BitextMining/VieMedEVBitextMining.json
mteb/descriptive_stats/Classification/LanguageClassification.json
mteb/descriptive_stats/Classification/SlovakHateSpeechClassification.json
mteb/descriptive_stats/Clustering/ArXivHierarchicalClusteringP2P.json
mteb/descriptive_stats/Clustering/BiorxivClusteringS2S.json
mteb/descriptive_stats/Clustering/MedrxivClusteringP2P.v2.json
mteb/descriptive_stats/Clustering/MedrxivClusteringS2S.v2.json
mteb/descriptive_stats/Clustering/RedditClusteringP2P.v2.json
mteb/descriptive_stats/Clustering/RuSciBenchGRNTIClusteringP2P.json
mteb/descriptive_stats/Clustering/TwentyNewsgroupsClustering.v2.json
mteb/descriptive_stats/Clustering/WikiClusteringP2P.json
mteb/descriptive_stats/InstructionRetrieval/Core17InstructionRetrieval.json
mteb/descriptive_stats/MultilabelClassification/CEDRClassification.json
mteb/descriptive_stats/PairClassification/PawsXPairClassification.json
mteb/descriptive_stats/PairClassification/TwitterURLCorpus.json
mteb/descriptive_stats/PairClassification/XNLI.json
mteb/descriptive_stats/Reranking/AskUbuntuDupQuestions.json
mteb/descriptive_stats/Reranking/ESCIReranking.json
mteb/descriptive_stats/Reranking/WikipediaRerankingMultilingual.json
mteb/descriptive_stats/Retrieval/AppsRetrieval.json
mteb/descriptive_stats/Retrieval/AutoRAGRetrieval.json
mteb/descriptive_stats/Retrieval/BelebeleRetrieval.json
mteb/descriptive_stats/Retrieval/COIRCodeSearchNetRetrieval.json
mteb/descriptive_stats/Retrieval/CodeEditSearchRetrieval.json
mteb/descriptive_stats/Retrieval/CodeFeedbackMT.json
mteb/descriptive_stats/Retrieval/CodeFeedbackST.json
mteb/descriptive_stats/Retrieval/CodeSearchNetCCRetrieval.json
mteb/descriptive_stats/Retrieval/CodeSearchNetRetrieval.json
mteb/descriptive_stats/Retrieval/CodeTransOceanContest.json
mteb/descriptive_stats/Retrieval/CodeTransOceanDL.json
mteb/descriptive_stats/Retrieval/CosQA.json
mteb/descriptive_stats/Retrieval/JaqketRetrieval.json
mteb/descriptive_stats/Retrieval/NFCorpus.json
mteb/descriptive_stats/Retrieval/StackOverflowQA.json
mteb/descriptive_stats/Retrieval/SyntheticText2SQL.json
mteb/descriptive_stats/Retrieval/Touche2020.json
mteb/descriptive_stats/Retrieval/Touche2020Retrieval.v3.json
mteb/descriptive_stats/Retrieval/mFollowIRCrossLingualInstructionRetrieval.json
mteb/descriptive_stats/Retrieval/mFollowIRInstructionRetrieval.json
mteb/descriptive_stats/STS/STS12.json
mteb/descriptive_stats/STS/STS17.json
mteb/descriptive_stats/Summarization/SummEval.json
mteb/evaluation/LangMapping.py
mteb/evaluation/MTEB.py
mteb/evaluation/__init__.py
mteb/evaluation/evaluators/BitextMiningEvaluator.py
mteb/evaluation/evaluators/ClassificationEvaluator.py
mteb/evaluation/evaluators/ClusteringEvaluator.py
mteb/evaluation/evaluators/Evaluator.py
mteb/evaluation/evaluators/InstructionRetrievalEvaluator.py
mteb/evaluation/evaluators/PairClassificationEvaluator.py
mteb/evaluation/evaluators/RerankingEvaluator.py
mteb/evaluation/evaluators/RetrievalEvaluator.py
mteb/evaluation/evaluators/STSEvaluator.py
mteb/evaluation/evaluators/SummarizationEvaluator.py
mteb/evaluation/evaluators/__init__.py
mteb/evaluation/evaluators/utils.py
mteb/leaderboard/__init__.py
mteb/leaderboard/app.py
mteb/leaderboard/figures.py
mteb/leaderboard/table.py
mteb/load_results/__init__.py
mteb/load_results/benchmark_results.py
mteb/load_results/load_results.py
mteb/load_results/task_results.py
mteb/models/__init__.py
mteb/models/arctic_models.py
mteb/models/bedrock_models.py
mteb/models/bge_models.py
mteb/models/bm25.py
mteb/models/cache_wrapper.py
mteb/models/cde_models.py
mteb/models/cohere_models.py
mteb/models/colbert_models.py
mteb/models/e5_instruct.py
mteb/models/e5_models.py
mteb/models/gme_models.py
mteb/models/google_models.py
mteb/models/gritlm_models.py
mteb/models/gte_models.py
mteb/models/ibm_granite_models.py
mteb/models/inf_models.py
mteb/models/instruct_wrapper.py
mteb/models/jasper_models.py
mteb/models/jina_models.py
mteb/models/lens_models.py
mteb/models/linq_models.py
mteb/models/llm2vec_models.py
mteb/models/misc_models.py
mteb/models/model2vec_models.py
mteb/models/moka_models.py
mteb/models/mxbai_models.py
mteb/models/no_instruct_sentence_models.py
mteb/models/nomic_models.py
mteb/models/nvidia_models.py
mteb/models/openai_models.py
mteb/models/overview.py
mteb/models/piccolo_models.py
mteb/models/promptriever_models.py
mteb/models/repllama_models.py
mteb/models/rerankers_custom.py
mteb/models/rerankers_monot5_based.py
mteb/models/ru_sentence_models.py
mteb/models/salesforce_models.py
mteb/models/sentence_transformer_wrapper.py
mteb/models/sentence_transformers_models.py
mteb/models/stella_models.py
mteb/models/text2vec_models.py
mteb/models/uae_models.py
mteb/models/utils.py
mteb/models/voyage_models.py
mteb/models/wrapper.py
mteb/tasks/__init__.py
mteb/tasks/BitextMining/__init__.py
mteb/tasks/BitextMining/dan/BornholmskBitextMining.py
mteb/tasks/BitextMining/dan/__init__.py
mteb/tasks/BitextMining/eng/PubChemSMILESBitextMining.py
mteb/tasks/BitextMining/eng/__init__.py
mteb/tasks/BitextMining/kat/TbilisiCityHallBitextMining.py
mteb/tasks/BitextMining/kat/__init__.py
mteb/tasks/BitextMining/multilingual/BUCCBitextMining.py
mteb/tasks/BitextMining/multilingual/BUCCBitextMiningFast.py
mteb/tasks/BitextMining/multilingual/BibleNLPBitextMining.py
mteb/tasks/BitextMining/multilingual/DiaBLaBitextMining.py
mteb/tasks/BitextMining/multilingual/FloresBitextMining.py
mteb/tasks/BitextMining/multilingual/IN22ConvBitextMining.py
mteb/tasks/BitextMining/multilingual/IN22GenBitextMining.py
mteb/tasks/BitextMining/multilingual/IWSLT2017BitextMining.py
mteb/tasks/BitextMining/multilingual/IndicGenBenchFloresBitextMining.py
mteb/tasks/BitextMining/multilingual/LinceMTBitextMining.py
mteb/tasks/BitextMining/multilingual/NTREXBitextMining.py
mteb/tasks/BitextMining/multilingual/NollySentiBitextMining.py
mteb/tasks/BitextMining/multilingual/NorwegianCourtsBitextMining.py
mteb/tasks/BitextMining/multilingual/NusaTranslationBitextMining.py
mteb/tasks/BitextMining/multilingual/NusaXBitextMining.py
mteb/tasks/BitextMining/multilingual/PhincBitextMining.py
mteb/tasks/BitextMining/multilingual/RomaTalesBitextMining.py
mteb/tasks/BitextMining/multilingual/TatoebaBitextMining.py
mteb/tasks/BitextMining/multilingual/__init__.py
mteb/tasks/BitextMining/srn/SRNCorpusBitextMining.py
mteb/tasks/BitextMining/srn/__init__.py
mteb/tasks/BitextMining/vie/VieMedEVBitextMining.py
mteb/tasks/BitextMining/vie/__init__.py
mteb/tasks/Classification/__init__.py
mteb/tasks/Classification/ara/AJGT.py
mteb/tasks/Classification/ara/HotelReviewSentimentClassification.py
mteb/tasks/Classification/ara/OnlineStoreReviewSentimentClassification.py
mteb/tasks/Classification/ara/RestaurantReviewSentimentClassification.py
mteb/tasks/Classification/ara/TweetEmotionClassification.py
mteb/tasks/Classification/ara/TweetSarcasmClassification.py
mteb/tasks/Classification/ara/__init__.py
mteb/tasks/Classification/ben/BengaliDocumentClassification.py
mteb/tasks/Classification/ben/BengaliHateSpeechClassification.py
mteb/tasks/Classification/ben/BengaliSentimentAnalysis.py
mteb/tasks/Classification/ben/__init__.py
mteb/tasks/Classification/bul/BulgarianStoreReviewSentimentClassfication.py
mteb/tasks/Classification/bul/__init__.py
mteb/tasks/Classification/ces/CSFDCZMovieReviewSentimentClassification.py
mteb/tasks/Classification/ces/CzechProductReviewSentimentClassification.py
mteb/tasks/Classification/ces/CzechSoMeSentimentClassification.py
mteb/tasks/Classification/ces/CzechSubjectivityClassification.py
mteb/tasks/Classification/ces/__init__.py
mteb/tasks/Classification/dan/AngryTweetsClassification.py
mteb/tasks/Classification/dan/DKHateClassification.py
mteb/tasks/Classification/dan/DanishPoliticalCommentsClassification.py
mteb/tasks/Classification/dan/DdiscoCohesionClassification.py
mteb/tasks/Classification/dan/LccSentimentClassification.py
mteb/tasks/Classification/dan/__init__.py
mteb/tasks/Classification/deu/GermanPoliticiansTwitterSentimentClassification.py
mteb/tasks/Classification/deu/TenKGnadClassification.py
mteb/tasks/Classification/deu/__init__.py
mteb/tasks/Classification/ell/GreekLegalCodeClassification.py
mteb/tasks/Classification/ell/__init__.py
mteb/tasks/Classification/eng/AmazonPolarityClassification.py
mteb/tasks/Classification/eng/ArxivClassification.py
mteb/tasks/Classification/eng/Banking77Classification.py
mteb/tasks/Classification/eng/DBpediaClassification.py
mteb/tasks/Classification/eng/EmotionClassification.py
mteb/tasks/Classification/eng/FinancialPhrasebankClassification.py
mteb/tasks/Classification/eng/FrenkEnClassification.py
mteb/tasks/Classification/eng/ImdbClassification.py
mteb/tasks/Classification/eng/LegalBenchClassification.py
mteb/tasks/Classification/eng/NewsClassification.py
mteb/tasks/Classification/eng/PatentClassification.py
mteb/tasks/Classification/eng/PoemSentimentClassification.py
mteb/tasks/Classification/eng/SDSEyeProtectionClassification.py
mteb/tasks/Classification/eng/SDSGlovesClassification.py
mteb/tasks/Classification/eng/ToxicChatClassification.py
mteb/tasks/Classification/eng/ToxicConversationsClassification.py
mteb/tasks/Classification/eng/TweetSentimentExtractionClassification.py
mteb/tasks/Classification/eng/TweetTopicSingleClassification.py
mteb/tasks/Classification/eng/WikipediaBioMetChemClassification.py
mteb/tasks/Classification/eng/WikipediaBiolumNeurochemClassification.py
mteb/tasks/Classification/eng/WikipediaChemEngSpecialtiesClassification.py
mteb/tasks/Classification/eng/WikipediaChemFieldsClassification.py
mteb/tasks/Classification/eng/WikipediaChemistryTopicsClassification.py
mteb/tasks/Classification/eng/WikipediaCompChemSpectroscopyClassification.py
mteb/tasks/Classification/eng/WikipediaCryobiologySeparationClassification.py
mteb/tasks/Classification/eng/WikipediaCrystallographyAnalyticalClassification.py
mteb/tasks/Classification/eng/WikipediaGreenhouseEnantiopureClassification.py
mteb/tasks/Classification/eng/WikipediaIsotopesFissionClassification.py
mteb/tasks/Classification/eng/WikipediaLuminescenceClassification.py
mteb/tasks/Classification/eng/WikipediaOrganicInorganicClassification.py
mteb/tasks/Classification/eng/WikipediaSaltsSemiconductorsClassification.py
mteb/tasks/Classification/eng/WikipediaSolidStateColloidalClassification.py
mteb/tasks/Classification/eng/WikipediaTheoreticalAppliedClassification.py
mteb/tasks/Classification/eng/YahooAnswersTopicsClassification.py
mteb/tasks/Classification/eng/YelpReviewFullClassification.py
mteb/tasks/Classification/eng/__init__.py
mteb/tasks/Classification/est/estonian_valence.py
mteb/tasks/Classification/fas/PersianFoodSentimentClassification.py
mteb/tasks/Classification/fas/__init__.py
mteb/tasks/Classification/fil/FilipinoHateSpeechClassification.py
mteb/tasks/Classification/fil/FilipinoShopeeReviewsClassification.py
mteb/tasks/Classification/fil/__init__.py
mteb/tasks/Classification/fin/FinToxicityClassification.py
mteb/tasks/Classification/fin/__init__.py
mteb/tasks/Classification/fra/FrenchBookReviews.py
mteb/tasks/Classification/fra/MovieReviewSentimentClassification.py
mteb/tasks/Classification/fra/__init__.py
mteb/tasks/Classification/guj/GujaratiNewsClassification.py
mteb/tasks/Classification/guj/__init__.py
mteb/tasks/Classification/heb/HebrewSentimentAnalysis.py
mteb/tasks/Classification/heb/__init__.py
mteb/tasks/Classification/hin/HindiDiscourseClassification.py
mteb/tasks/Classification/hin/SentimentAnalysisHindi.py
mteb/tasks/Classification/hin/__init__.py
mteb/tasks/Classification/hrv/FrenkHrClassification.py
mteb/tasks/Classification/hrv/__init__.py
mteb/tasks/Classification/ind/IndonesianIdClickbaitClassification.py
mteb/tasks/Classification/ind/IndonesianMongabayConservationClassification.py
mteb/tasks/Classification/ind/__init__.py
mteb/tasks/Classification/ita/ItaCaseholdClassification.py
mteb/tasks/Classification/ita/ItalianLinguistAcceptabilityClassification.py
mteb/tasks/Classification/ita/__init__.py
mteb/tasks/Classification/jav/JavaneseIMDBClassification.py
mteb/tasks/Classification/jav/__init__.py
mteb/tasks/Classification/jpn/WRIMEClassification.py
mteb/tasks/Classification/kan/KannadaNewsClassification.py
mteb/tasks/Classification/kan/__init__.py
mteb/tasks/Classification/kat/GeorgianSentimentClassification.py
mteb/tasks/Classification/kat/__init__.py
mteb/tasks/Classification/kor/KlueTC.py
mteb/tasks/Classification/kor/KorFin.py
mteb/tasks/Classification/kor/KorHateClassification.py
mteb/tasks/Classification/kor/KorSarcasmClassification.py
mteb/tasks/Classification/kor/__init__.py
mteb/tasks/Classification/kur/KurdishSentimentClassification.py
mteb/tasks/Classification/kur/__init__.py
mteb/tasks/Classification/mal/MalayalamNewsClassification.py
mteb/tasks/Classification/mal/__init__.py
mteb/tasks/Classification/mar/MarathiNewsClassification.py
mteb/tasks/Classification/mar/__init__.py
mteb/tasks/Classification/mkd/MacedonianTweetSentimentClassification.py
mteb/tasks/Classification/mkd/__init__.py
mteb/tasks/Classification/multilingual/AfriSentiClassification.py
mteb/tasks/Classification/multilingual/AfriSentiLangClassification.py
mteb/tasks/Classification/multilingual/AmazonCounterfactualClassification.py
mteb/tasks/Classification/multilingual/AmazonReviewsClassification.py
mteb/tasks/Classification/multilingual/CataloniaTweetClassification.py
mteb/tasks/Classification/multilingual/CyrillicTurkicLangClassification.py
mteb/tasks/Classification/multilingual/HinDialectClassification.py
mteb/tasks/Classification/multilingual/IndicLangClassification.py
mteb/tasks/Classification/multilingual/IndicNLPNewsClassification.py
mteb/tasks/Classification/multilingual/IndicSentimentClassification.py
mteb/tasks/Classification/multilingual/LanguageClassification.py
mteb/tasks/Classification/multilingual/MTOPDomainClassification.py
mteb/tasks/Classification/multilingual/MTOPIntentClassification.py
mteb/tasks/Classification/multilingual/MasakhaNEWSClassification.py
mteb/tasks/Classification/multilingual/MassiveIntentClassification.py
mteb/tasks/Classification/multilingual/MassiveScenarioClassification.py
mteb/tasks/Classification/multilingual/MultiHateClassification.py
mteb/tasks/Classification/multilingual/MultilingualSentimentClassification.py
mteb/tasks/Classification/multilingual/NaijaSenti.py
mteb/tasks/Classification/multilingual/NordicLangClassification.py
mteb/tasks/Classification/multilingual/NusaParagraphEmotionClassification.py
mteb/tasks/Classification/multilingual/NusaParagraphTopicClassification.py
mteb/tasks/Classification/multilingual/NusaXSenti.py
mteb/tasks/Classification/multilingual/SIB200Classification.py
mteb/tasks/Classification/multilingual/ScalaClassification.py
mteb/tasks/Classification/multilingual/SouthAfricanLangClassification.py
mteb/tasks/Classification/multilingual/SwissJudgementClassification.py
mteb/tasks/Classification/multilingual/TurkicClassification.py
mteb/tasks/Classification/multilingual/TweetSentimentClassification.py
mteb/tasks/Classification/multilingual/__init__.py
mteb/tasks/Classification/mya/MyanmarNews.py
mteb/tasks/Classification/mya/__init__.py
mteb/tasks/Classification/nep/NepaliNewsClassification.py
mteb/tasks/Classification/nep/__init__.py
mteb/tasks/Classification/nld/DutchBookReviewSentimentClassification.py
mteb/tasks/Classification/nld/__init__.py
mteb/tasks/Classification/nob/NoRecClassification.py
mteb/tasks/Classification/nob/NorwegianParliamentClassification.py
mteb/tasks/Classification/nob/__init__.py
mteb/tasks/Classification/ory/OdiaNewsClassification.py
mteb/tasks/Classification/pan/PunjabiNewsClassification.py
mteb/tasks/Classification/pol/PolishClassification.py
mteb/tasks/Classification/pol/__init__.py
mteb/tasks/Classification/por/HateSpeechPortugueseClassification.py
mteb/tasks/Classification/por/__init__.py
mteb/tasks/Classification/ron/Moroco.py
mteb/tasks/Classification/ron/RomanianReviewsSentiment.py
mteb/tasks/Classification/ron/RomanianSentimentClassification.py
mteb/tasks/Classification/ron/__init__.py
mteb/tasks/Classification/rus/GeoreviewClassification.py
mteb/tasks/Classification/rus/HeadlineClassification.py
mteb/tasks/Classification/rus/InappropriatenessClassification.py
mteb/tasks/Classification/rus/KinopoiskClassification.py
mteb/tasks/Classification/rus/RuReviewsClassification.py
mteb/tasks/Classification/rus/RuSciBenchGRNTIClassification.py
mteb/tasks/Classification/rus/RuSciBenchOECDClassification.py
mteb/tasks/Classification/rus/__init__.py
mteb/tasks/Classification/san/SanskritShlokasClassification.py
mteb/tasks/Classification/san/__init__.py
mteb/tasks/Classification/sin/SinhalaNewsClassification.py
mteb/tasks/Classification/sin/SinhalaNewsSourceClassification.py
mteb/tasks/Classification/sin/__init__.py
mteb/tasks/Classification/slk/CSFDSKMovieReviewSentimentClassification.py
mteb/tasks/Classification/slk/SlovakHateSpeechClassification.py
mteb/tasks/Classification/slv/FrenkSlClassification.py
mteb/tasks/Classification/slv/__init__.py
mteb/tasks/Classification/spa/SpanishNewsClassification.py
mteb/tasks/Classification/spa/SpanishSentimentClassification.py
mteb/tasks/Classification/spa/__init__.py
mteb/tasks/Classification/ssw/SiswatiNewsClassification.py
mteb/tasks/Classification/ssw/__init__.py
mteb/tasks/Classification/svk/SlovakMovieReviewSentimentClassification.py
mteb/tasks/Classification/svk/__init__.py
mteb/tasks/Classification/swa/SwahiliNewsClassification.py
mteb/tasks/Classification/swa/__init__.py
mteb/tasks/Classification/swe/DalajClassification.py
mteb/tasks/Classification/swe/SweRecClassification.py
mteb/tasks/Classification/swe/SwedishSentimentClassification.py
mteb/tasks/Classification/swe/__init__.py
mteb/tasks/Classification/tam/TamilNewsClassification.py
mteb/tasks/Classification/tam/__init__.py
mteb/tasks/Classification/tel/TeluguAndhraJyotiNewsClassification.py
mteb/tasks/Classification/tel/__init__.py
mteb/tasks/Classification/tha/WisesightSentimentClassification.py
mteb/tasks/Classification/tha/WongnaiReviewsClassification .py
mteb/tasks/Classification/tha/__init__.py
mteb/tasks/Classification/tsn/TswanaNewsClassification.py
mteb/tasks/Classification/tsn/__init__.py
mteb/tasks/Classification/tur/TurkishMovieSentimentClassification.py
mteb/tasks/Classification/tur/TurkishProductSentimentClassification.py
mteb/tasks/Classification/tur/__init__.py
mteb/tasks/Classification/ukr/UkrFormalityClassification.py
mteb/tasks/Classification/ukr/__init__.py
mteb/tasks/Classification/urd/UrduRomanSentimentClassification.py
mteb/tasks/Classification/urd/__init__.py
mteb/tasks/Classification/vie/VieStudentFeedbackClassification.py
mteb/tasks/Classification/vie/__init__.py
mteb/tasks/Classification/zho/CMTEBClassification.py
mteb/tasks/Classification/zho/YueOpenriceReviewClassification.py
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mteb/tasks/Clustering/eng/BigPatentClustering.py
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mteb/tasks/Clustering/eng/MedrxivClusteringP2P.py
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mteb/tasks/Clustering/eng/RedditClustering.py
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mteb/tasks/Clustering/eng/StackExchangeClustering.py
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mteb/tasks/Clustering/rus/RuSciBenchOECDClusteringP2P.py
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mteb/tasks/Reranking/eng/StackOverflowDupQuestions.py
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mteb/tasks/Retrieval/code/CodeEditSearchRetrieval.py
mteb/tasks/Retrieval/code/CodeFeedbackMTRetrieval.py
mteb/tasks/Retrieval/code/CodeFeedbackSTRetrieval.py
mteb/tasks/Retrieval/code/CodeSearchNetCCRetrieval.py
mteb/tasks/Retrieval/code/CodeSearchNetRetrieval.py
mteb/tasks/Retrieval/code/CodeTransOceanContestRetrieval.py
mteb/tasks/Retrieval/code/CodeTransOceanDLRetrieval.py
mteb/tasks/Retrieval/code/CosQARetrieval.py
mteb/tasks/Retrieval/code/StackOverflowQARetrieval.py
mteb/tasks/Retrieval/code/SyntheticText2SqlRetrieval.py
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mteb/tasks/Retrieval/dan/DanFeverRetrieval.py
mteb/tasks/Retrieval/dan/TV2Nordretrieval.py
mteb/tasks/Retrieval/dan/TwitterHjerneRetrieval.py
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mteb/tasks/Retrieval/deu/GerDaLIRRetrieval.py
mteb/tasks/Retrieval/deu/GerDaLIRSmallRetrieval.py
mteb/tasks/Retrieval/deu/GermanDPRRetrieval.py
mteb/tasks/Retrieval/deu/GermanGovServiceRetrieval.py
mteb/tasks/Retrieval/deu/GermanQuADRetrieval.py
mteb/tasks/Retrieval/deu/LegalQuADRetrieval.py
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mteb/tasks/Retrieval/ell/GreekCivicsQA.py
mteb/tasks/Retrieval/ell/__init__.py
mteb/tasks/Retrieval/eng/AILACasedocsRetrieval.py
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mteb/tasks/Retrieval/eng/ARCChallengeRetrieval.py
mteb/tasks/Retrieval/eng/AlphaNLIRetrieval.py
mteb/tasks/Retrieval/eng/ArguAnaRetrieval.py
mteb/tasks/Retrieval/eng/BrightRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackAndroidRetrieval.py
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mteb/tasks/Retrieval/eng/CQADupstackGamingRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackGisRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackMathematicaRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackPhysicsRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackProgrammersRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackStatsRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackTexRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackUnixRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackWebmastersRetrieval.py
mteb/tasks/Retrieval/eng/CQADupstackWordpressRetrieval.py
mteb/tasks/Retrieval/eng/ChemHotpotQARetrieval.py
mteb/tasks/Retrieval/eng/ChemNQRetrieval.py
mteb/tasks/Retrieval/eng/ClimateFEVERRetrieval.py
mteb/tasks/Retrieval/eng/DBPediaRetrieval.py
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mteb/tasks/Retrieval/eng/FaithDialRetrieval.py
mteb/tasks/Retrieval/eng/FeedbackQARetrieval.py
mteb/tasks/Retrieval/eng/FiQA2018Retrieval.py
mteb/tasks/Retrieval/eng/HagridRetrieval.py
mteb/tasks/Retrieval/eng/HellaSwagRetrieval.py
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mteb/tasks/Retrieval/eng/LEMBPasskeyRetrieval.py
mteb/tasks/Retrieval/eng/LEMBQMSumRetrieval.py
mteb/tasks/Retrieval/eng/LEMBSummScreenFDRetrieval.py
mteb/tasks/Retrieval/eng/LEMBWikimQARetrieval.py
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mteb/tasks/Retrieval/eng/LegalBenchCorporateLobbyingRetrieval.py
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mteb/tasks/Retrieval/eng/LitSearchRetrieval.py
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mteb/tasks/Retrieval/eng/MSMARCOv2Retrieval.py
mteb/tasks/Retrieval/eng/MedicalQARetrieval.py
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mteb/tasks/Retrieval/eng/NanoTouche2020Retrieval.py
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mteb/tasks/Retrieval/eng/PiqaRetrieval.py
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mteb/tasks/Retrieval/eng/RARbCodeRetrieval.py
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mteb/tasks/Retrieval/eng/TempReasonL1Retrieval.py
mteb/tasks/Retrieval/eng/TempReasonL2ContextRetrieval.py
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mteb/tasks/Retrieval/jpn/JaqketRetrieval.py
mteb/tasks/Retrieval/jpn/NLPJournalAbsIntroRetrieval.py
mteb/tasks/Retrieval/jpn/NLPJournalTitleAbsRetrieval.py
mteb/tasks/Retrieval/jpn/NLPJournalTitleIntroRetrieval.py
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mteb/tasks/Retrieval/multilingual/XMarketRetrieval.py
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scripts/generate_metadata.py
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scripts/data/amazon_polarity/create_data.py
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scripts/data/germanquad/process_data.py
scripts/data/hal/create_data.py
scripts/data/imdb/create_data.py
scripts/data/medicalqaretrieval/create_data.py
scripts/data/medrxiv/script_clustering.py
scripts/data/medrxiv/script_raw.py
scripts/data/mind/prepare_data.py
scripts/data/multilingual_sentiment_classification/create_data.py
scripts/data/redditp2p/script_clustering.py
scripts/data/scala_classification/create_multiling_data.py
scripts/data/stackexchangep2p/script_clustering.py
scripts/data/sts22-crosslingual-sts/create_data.py
scripts/data/summeval_fr/create_data.py
scripts/data/toxic_conversations_50k/create_data.py
scripts/data/wikipedia_reranking/create_data.py
scripts/data/wikipedia_retrieval/create_data.py
scripts/data/xnli2/create_multilang_ds.py
scripts/running_model/check_results.py
scripts/running_model/create_slurm_jobs.py
tests/test_TaskMetadata.py
tests/test_cli.py
tests/test_embedding_caching.py
tests/test_encoder_interfaces.py
tests/test_langscripts.py
tests/test_overview.py
tests/test_reproducible_workflow.py
tests/test_task_aggregation.py
tests/create_meta/all-MiniLM-L6-v2/8b3219a92973c328a8e22fadcfa821b5dc75636a/BSARDRetrieval.json
tests/create_meta/all-MiniLM-L6-v2/8b3219a92973c328a8e22fadcfa821b5dc75636a/BornholmBitextMining.json
tests/create_meta/all-MiniLM-L6-v2/8b3219a92973c328a8e22fadcfa821b5dc75636a/STS22.json
tests/create_meta/all-MiniLM-L6-v2/8b3219a92973c328a8e22fadcfa821b5dc75636a/model_meta.json
tests/historic_results/AJGT.json
tests/historic_results/AfriSentiLangClassification.json
tests/historic_results/ArEntail.json
tests/historic_results/ArmenianParaphrasePC.json
tests/historic_results/ArxivClassification.json
tests/historic_results/Assin2RTE.json
tests/historic_results/Assin2STS.json
tests/historic_results/BSARDRetrieval.json
tests/historic_results/Banking77Classification.json
tests/historic_results/BelebeleRetrieval.json
tests/historic_results/BengaliDocumentClassification.json
tests/historic_results/BengaliHateSpeechClassification.json
tests/historic_results/BengaliSentimentAnalysis.json
tests/historic_results/BibleNLPBitextMining.json
tests/historic_results/BlurbsClusteringS2S.json
tests/historic_results/BlurbsClusteringS2S.v2.json
tests/historic_results/BulgarianStoreReviewSentimentClassfication.json
tests/historic_results/CLSClusteringP2P.json
tests/historic_results/CLSClusteringP2P.v2.json
tests/historic_results/CLSClusteringS2S.json
tests/historic_results/CLSClusteringS2S.v2.json
tests/historic_results/CSFDCZMovieReviewSentimentClassification.json
tests/historic_results/CSFDSKMovieReviewSentimentClassification.json
tests/historic_results/CanadaTaxCourtOutcomesLegalBenchClassification.json
tests/historic_results/CataloniaTweetClassification.json
tests/historic_results/CodeEditSearchRetrieval.json
tests/historic_results/CodeSearchNetRetrieval.json
tests/historic_results/ContractNLIConfidentialityOfAgreementLegalBenchClassification.json
tests/historic_results/ContractNLIExplicitIdentificationLegalBenchClassification.json
tests/historic_results/ContractNLIInclusionOfVerballyConveyedInformationLegalBenchClassification.json
tests/historic_results/ContractNLILimitedUseLegalBenchClassification.json
tests/historic_results/ContractNLINoLicensingLegalBenchClassification.json
tests/historic_results/ContractNLINoticeOnCompelledDisclosureLegalBenchClassification.json
tests/historic_results/ContractNLIPermissibleAcquirementOfSimilarInformationLegalBenchClassification.json
tests/historic_results/ContractNLIPermissibleCopyLegalBenchClassification.json
tests/historic_results/ContractNLIPermissibleDevelopmentOfSimilarInformationLegalBenchClassification.json
tests/historic_results/ContractNLIPermissiblePostAgreementPossessionLegalBenchClassification.json
tests/historic_results/ContractNLIReturnOfConfidentialInformationLegalBenchClassification.json
tests/historic_results/ContractNLISharingWithEmployeesLegalBenchClassification.json
tests/historic_results/ContractNLISharingWithThirdPartiesLegalBenchClassification.json
tests/historic_results/ContractNLISurvivalOfObligationsLegalBenchClassification.json
tests/historic_results/CorporateLobbyingLegalBenchClassification.json
tests/historic_results/CrossLingualSemanticDiscriminationWMT19.json
tests/historic_results/CrossLingualSemanticDiscriminationWMT21.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/Banking77Classification.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/BornholmBitextMining.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/BrazilianToxicTweetsClassification.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/FaroeseSTS.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/FarsTail.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/IndicSentimentClassification.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MalteseNewsClassification.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockBitextMiningTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockClassificationTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockClusteringFastTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockClusteringTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockMultilabelClassification.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockPairClassificationTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockRerankingTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockRetrievalTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockSTSTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/MockSummarizationTask.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/NFCorpus.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/STS12.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/SciDocsRR.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/SciFact.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/SprintDuplicateQuestions.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/SummEval.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/TwentyNewsgroupsClustering.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/TwentyNewsgroupsClustering.v2.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/TwitterHjerneRetrieval.json
tests/mock_mteb_cache/results/results/no_model_name_available/no_revision_available/model_meta.json
tests/mock_mteb_cache/results/results/sentence-transformers__all-MiniLM-L6-v2/8b3219a92973c328a8e22fadcfa821b5dc75636a/BornholmBitextMining.json
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tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_komninos/21eec43590414cb8e3a6f654857abed0483ae36e/STS12.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_komninos/21eec43590414cb8e3a6f654857abed0483ae36e/SummEval.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_komninos/21eec43590414cb8e3a6f654857abed0483ae36e/model_meta.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/Banking77Classification.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/BornholmBitextMining.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/BrazilianToxicTweetsClassification.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/FaroeseSTS.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/FarsTail.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/IndicSentimentClassification.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/MalteseNewsClassification.json
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tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/MockClusteringFastTask.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/MockClusteringTask.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/MockMultilabelClassification.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/MockPairClassificationTask.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/MockRerankingTask.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/MockRetrievalTask.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/MockSTSTask.json
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tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/NFCorpus.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/STS12.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/SciDocsRR.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/SprintDuplicateQuestions.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/SummEval.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/TwentyNewsgroupsClustering.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/TwentyNewsgroupsClustering.v2.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/TwitterHjerneRetrieval.json
tests/mock_mteb_cache/results/results/sentence-transformers__average_word_embeddings_levy_dependency/6d9c09a789ad5dd126b476323fccfeeafcd90509/model_meta.json
tests/test_benchmark/__init__.py
tests/test_benchmark/mock_models.py
tests/test_benchmark/mock_tasks.py
tests/test_benchmark/task_grid.py
tests/test_benchmark/test_benchmark.py
tests/test_benchmark/test_benchmark_integration_with_datasets.py
tests/test_benchmark/test_benchmark_integration_with_sentencetransformers.py
tests/test_evaluation/test_split_evaluation.py
tests/test_evaluators/test_ClusteringEvaluator.py
tests/test_evaluators/test_InstructionRetrievalEvaluator.py
tests/test_evaluators/test_PairClassificationEvaluator.py
tests/test_evaluators/test_RerankingEvaluator.py
tests/test_evaluators/test_RetrievalEvaluator.py
tests/test_load_results/test_mteb_load_results.py
tests/test_load_results/test_mteb_results.py
tests/test_models/model_load_failures.json
tests/test_models/model_loading.py
tests/test_tasks/__init__.py
tests/test_tasks/test_all_abstasks.py
tests/test_tasks/test_clustering_fast_datasets.py
tests/test_tasks/test_metadata.py
tests/test_tasks/test_mteb_rerank.py
tests/test_tasks/test_retrieval_abstask.py