LICENSE
README.md
pyproject.toml
docs/create_tasks_table.py
docs/mmteb/create_points_table.py
docs/mmteb/validate_points.py
mteb/__init__.py
mteb/benchmarks.py
mteb/cli.py
mteb/encoder_interface.py
mteb/iso_15924_to_script.json
mteb/iso_639_3_to_language.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/stratification.py
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/model_encode.py
mteb/evaluation/evaluators/utils.py
mteb/load_results/__init__.py
mteb/load_results/load_results.py
mteb/load_results/mteb_results.py
mteb/models/__init__.py
mteb/models/arctic_models.py
mteb/models/bge_models.py
mteb/models/bm25.py
mteb/models/cohere_models.py
mteb/models/e5_instruct.py
mteb/models/e5_models.py
mteb/models/google_models.py
mteb/models/gritlm_models.py
mteb/models/gte_models.py
mteb/models/instructions.py
mteb/models/llm2vec_models.py
mteb/models/mxbai_models.py
mteb/models/nomic_models.py
mteb/models/openai_models.py
mteb/models/promptriever_models.py
mteb/models/repllama_models.py
mteb/models/ru_sentence_models.py
mteb/models/salesforce_models.py
mteb/models/sentence_transformers_models.py
mteb/models/text_formatting_utils.py
mteb/models/voyage_models.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/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/ToxicChatClassification.py
mteb/tasks/Classification/eng/ToxicConversationsClassification.py
mteb/tasks/Classification/eng/TweetSentimentExtractionClassification.py
mteb/tasks/Classification/eng/TweetTopicSingleClassification.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/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/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
mteb/tasks/Classification/zho/__init__.py
mteb/tasks/Classification/zul/IsiZuluNewsClassification.py
mteb/tasks/Classification/zul/__init__.py
mteb/tasks/Clustering/__init__.py
mteb/tasks/Clustering/deu/BlurbsClusteringP2P.py
mteb/tasks/Clustering/deu/BlurbsClusteringS2S.py
mteb/tasks/Clustering/deu/TenKGnadClusteringP2P.py
mteb/tasks/Clustering/deu/TenKGnadClusteringS2S.py
mteb/tasks/Clustering/deu/__init__.py
mteb/tasks/Clustering/eng/ArXivHierarchicalClustering.py
mteb/tasks/Clustering/eng/ArxivClusteringP2P.py
mteb/tasks/Clustering/eng/ArxivClusteringS2S.py
mteb/tasks/Clustering/eng/BigPatentClustering.py
mteb/tasks/Clustering/eng/BiorxivClusteringP2P.py
mteb/tasks/Clustering/eng/BiorxivClusteringS2S.py
mteb/tasks/Clustering/eng/MedrxivClusteringP2P.py
mteb/tasks/Clustering/eng/MedrxivClusteringS2S.py
mteb/tasks/Clustering/eng/RedditClustering.py
mteb/tasks/Clustering/eng/RedditClusteringP2P.py
mteb/tasks/Clustering/eng/StackExchangeClustering.py
mteb/tasks/Clustering/eng/StackExchangeClusteringP2P.py
mteb/tasks/Clustering/eng/TwentyNewsgroupsClustering.py
mteb/tasks/Clustering/eng/WikiCitiesClustering.py
mteb/tasks/Clustering/eng/__init__.py
mteb/tasks/Clustering/fra/AlloProfClusteringP2P.py
mteb/tasks/Clustering/fra/AlloProfClusteringS2S.py
mteb/tasks/Clustering/fra/HALClusteringS2S.py
mteb/tasks/Clustering/fra/__init__.py
mteb/tasks/Clustering/jpn/LivedoorNewsClustering.py
mteb/tasks/Clustering/jpn/MewsC16JaClustering.py
mteb/tasks/Clustering/jpn/__init__.py
mteb/tasks/Clustering/multilingual/IndicReviewsClusteringP2P.py
mteb/tasks/Clustering/multilingual/MLSUMClusteringP2P.py
mteb/tasks/Clustering/multilingual/MLSUMClusteringS2S.py
mteb/tasks/Clustering/multilingual/MasakhaNEWSClusteringP2P.py
mteb/tasks/Clustering/multilingual/MasakhaNEWSClusteringS2S.py
mteb/tasks/Clustering/multilingual/SIB200ClusteringS2S.py
mteb/tasks/Clustering/multilingual/WikiClusteringP2P.py
mteb/tasks/Clustering/multilingual/__init__.py
mteb/tasks/Clustering/nob/SNLHierarchicalClustering.py
mteb/tasks/Clustering/nob/VGHierarchicalClustering.py
mteb/tasks/Clustering/nob/__init__.py
mteb/tasks/Clustering/nob/snl_clustering.py
mteb/tasks/Clustering/nob/vg_clustering.py
mteb/tasks/Clustering/pol/PolishClustering.py
mteb/tasks/Clustering/pol/__init__.py
mteb/tasks/Clustering/rom/RomaniBibleClustering.py
mteb/tasks/Clustering/rus/GeoreviewClusteringP2P.py
mteb/tasks/Clustering/rus/RuSciBenchGRNTIClusteringP2P.py
mteb/tasks/Clustering/rus/RuSciBenchOECDClusteringP2P.py
mteb/tasks/Clustering/rus/__init__.py
mteb/tasks/Clustering/spa/SpanishNewsClusteringP2P.py
mteb/tasks/Clustering/spa/__init__.py
mteb/tasks/Clustering/swe/SwednClustering.py
mteb/tasks/Clustering/swe/__init__.py
mteb/tasks/Clustering/swe/swedn_clustering.py
mteb/tasks/Clustering/zho/CMTEBClustering.py
mteb/tasks/Clustering/zho/__init__.py
mteb/tasks/InstructionRetrieval/__init__.py
mteb/tasks/InstructionRetrieval/eng/Core17InstructionRetrieval.py
mteb/tasks/InstructionRetrieval/eng/News21InstructionRetrieval.py
mteb/tasks/InstructionRetrieval/eng/Robust04InstructionRetrieval.py
mteb/tasks/InstructionRetrieval/eng/__init__.py
mteb/tasks/MultiLabelClassification/__init__.py
mteb/tasks/MultiLabelClassification/kor/KorHateSpeechMLClassification.py
mteb/tasks/MultiLabelClassification/kor/__init__.py
mteb/tasks/MultiLabelClassification/mlt/MalteseNewsClassification.py
mteb/tasks/MultiLabelClassification/mlt/__init__.py
mteb/tasks/MultiLabelClassification/multilingual/MultiEURLEXMultilabelClassification.py
mteb/tasks/MultiLabelClassification/multilingual/__init__.py
mteb/tasks/MultiLabelClassification/por/BrazilianToxicTweetsClassification.py
mteb/tasks/MultiLabelClassification/por/__init__.py
mteb/tasks/MultiLabelClassification/rus/CEDRClassification.py
mteb/tasks/MultiLabelClassification/rus/SensitiveTopicsClassification.py
mteb/tasks/MultiLabelClassification/rus/__init__.py
mteb/tasks/PairClassification/__init__.py
mteb/tasks/PairClassification/ara/ArEntail.py
mteb/tasks/PairClassification/ces/CTKFactsNLI.py
mteb/tasks/PairClassification/deu/FalseFriendsDeEnPC.py
mteb/tasks/PairClassification/deu/__init__.py
mteb/tasks/PairClassification/eng/LegalBenchPC.py
mteb/tasks/PairClassification/eng/SprintDuplicateQuestionsPC.py
mteb/tasks/PairClassification/eng/TwitterSemEval2015PC.py
mteb/tasks/PairClassification/eng/TwitterURLCorpusPC.py
mteb/tasks/PairClassification/eng/__init__.py
mteb/tasks/PairClassification/fas/FarsTail.py
mteb/tasks/PairClassification/hye/ArmenianParaphrasePC.py
mteb/tasks/PairClassification/hye/__init__.py
mteb/tasks/PairClassification/ind/IndoNLI.py
mteb/tasks/PairClassification/kor/KlueNLI.py
mteb/tasks/PairClassification/multilingual/IndicXnliPairClassification.py
mteb/tasks/PairClassification/multilingual/OpusparcusPC.py
mteb/tasks/PairClassification/multilingual/PawsXPairClassification.py
mteb/tasks/PairClassification/multilingual/RTE3.py
mteb/tasks/PairClassification/multilingual/XNLI.py
mteb/tasks/PairClassification/multilingual/XStance.py
mteb/tasks/PairClassification/multilingual/__init__.py
mteb/tasks/PairClassification/pol/PolishPC.py
mteb/tasks/PairClassification/pol/__init__.py
mteb/tasks/PairClassification/por/Assin2RTE.py
mteb/tasks/PairClassification/por/SickBrPC.py
mteb/tasks/PairClassification/rus/TERRa.py
mteb/tasks/PairClassification/rus/__init__.py
mteb/tasks/PairClassification/zho/CMTEBPairClassification.py
mteb/tasks/PairClassification/zho/__init__.py
mteb/tasks/Reranking/__init__.py
mteb/tasks/Reranking/eng/AskUbuntuDupQuestions.py
mteb/tasks/Reranking/eng/MindSmallReranking.py
mteb/tasks/Reranking/eng/SciDocsReranking.py
mteb/tasks/Reranking/eng/StackOverflowDupQuestions.py
mteb/tasks/Reranking/eng/WebLINXCandidatesReranking.py
mteb/tasks/Reranking/eng/__init__.py
mteb/tasks/Reranking/fra/AlloprofReranking.py
mteb/tasks/Reranking/fra/SyntecReranking.py
mteb/tasks/Reranking/fra/__init__.py
mteb/tasks/Reranking/jpn/MMarcoReranking.py
mteb/tasks/Reranking/multilingual/MIRACLReranking.py
mteb/tasks/Reranking/multilingual/WikipediaRerankingMultilingual.py
mteb/tasks/Reranking/multilingual/__init__.py
mteb/tasks/Reranking/rus/RuBQReranking.py
mteb/tasks/Reranking/rus/__init__.py
mteb/tasks/Reranking/zho/CMTEBReranking.py
mteb/tasks/Reranking/zho/__init__.py
mteb/tasks/Retrieval/__init__.py
mteb/tasks/Retrieval/ara/SadeemQuestionRetrieval.py
mteb/tasks/Retrieval/ara/__init__.py
mteb/tasks/Retrieval/code/AppsRetrieval.py
mteb/tasks/Retrieval/code/COIRCodeSearchNetRetrieval.py
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
mteb/tasks/Retrieval/code/__init__.py
mteb/tasks/Retrieval/dan/DanFeverRetrieval.py
mteb/tasks/Retrieval/dan/TV2Nordretrieval.py
mteb/tasks/Retrieval/dan/TwitterHjerneRetrieval.py
mteb/tasks/Retrieval/dan/__init__.py
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
mteb/tasks/Retrieval/deu/__init__.py
mteb/tasks/Retrieval/ell/GreekCivicsQA.py
mteb/tasks/Retrieval/ell/__init__.py
mteb/tasks/Retrieval/eng/AILACasedocsRetrieval.py
mteb/tasks/Retrieval/eng/AILAStatutesRetrieval.py
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
mteb/tasks/Retrieval/eng/CQADupstackEnglishRetrieval.py
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/ClimateFEVERRetrieval.py
mteb/tasks/Retrieval/eng/DBPediaRetrieval.py
mteb/tasks/Retrieval/eng/FEVERRetrieval.py
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
mteb/tasks/Retrieval/eng/HotpotQARetrieval.py
mteb/tasks/Retrieval/eng/LEMBNarrativeQARetrieval.py
mteb/tasks/Retrieval/eng/LEMBNeedleRetrieval.py
mteb/tasks/Retrieval/eng/LEMBPasskeyRetrieval.py
mteb/tasks/Retrieval/eng/LEMBQMSumRetrieval.py
mteb/tasks/Retrieval/eng/LEMBSummScreenFDRetrieval.py
mteb/tasks/Retrieval/eng/LEMBWikimQARetrieval.py
mteb/tasks/Retrieval/eng/LegalBenchConsumerContractsQARetrieval.py
mteb/tasks/Retrieval/eng/LegalBenchCorporateLobbyingRetrieval.py
mteb/tasks/Retrieval/eng/LegalSummarizationRetrieval.py
mteb/tasks/Retrieval/eng/LitSearchRetrieval.py
mteb/tasks/Retrieval/eng/MLQuestions.py
mteb/tasks/Retrieval/eng/MSMARCORetrieval.py
mteb/tasks/Retrieval/eng/MSMARCOv2Retrieval.py
mteb/tasks/Retrieval/eng/MedicalQARetrieval.py
mteb/tasks/Retrieval/eng/NFCorpusRetrieval.py
mteb/tasks/Retrieval/eng/NQRetrieval.py
mteb/tasks/Retrieval/eng/NarrativeQARetrieval.py
mteb/tasks/Retrieval/eng/PiqaRetrieval.py
mteb/tasks/Retrieval/eng/QuailRetrieval.py
mteb/tasks/Retrieval/eng/QuoraRetrieval.py
mteb/tasks/Retrieval/eng/RARbCodeRetrieval.py
mteb/tasks/Retrieval/eng/RARbMathRetrieval.py
mteb/tasks/Retrieval/eng/SCIDOCSRetrieval.py
mteb/tasks/Retrieval/eng/SciFactRetrieval.py
mteb/tasks/Retrieval/eng/SiqaRetrieval.py
mteb/tasks/Retrieval/eng/SpartQARetrieval.py
mteb/tasks/Retrieval/eng/TRECCOVIDRetrieval.py
mteb/tasks/Retrieval/eng/TempReasonL1Retrieval.py
mteb/tasks/Retrieval/eng/TempReasonL2ContextRetrieval.py
mteb/tasks/Retrieval/eng/TempReasonL2FactRetrieval.py
mteb/tasks/Retrieval/eng/TempReasonL2PureRetrieval.py
mteb/tasks/Retrieval/eng/TempReasonL3ContextRetrieval.py
mteb/tasks/Retrieval/eng/TempReasonL3FactRetrieval.py
mteb/tasks/Retrieval/eng/TempReasonL3PureRetrieval.py
mteb/tasks/Retrieval/eng/TopiOCQARetrieval.py
mteb/tasks/Retrieval/eng/Touche2020Retrieval.py
mteb/tasks/Retrieval/eng/WinoGrandeRetrieval.py
mteb/tasks/Retrieval/eng/__init__.py
mteb/tasks/Retrieval/est/__init__.py
mteb/tasks/Retrieval/est/estqa.py
mteb/tasks/Retrieval/fra/AlloprofRetrieval.py
mteb/tasks/Retrieval/fra/BSARDRetrieval.py
mteb/tasks/Retrieval/fra/FQuADRetrieval.py
mteb/tasks/Retrieval/fra/SyntecRetrieval.py
mteb/tasks/Retrieval/fra/__init__.py
mteb/tasks/Retrieval/hun/HunSum2.py
mteb/tasks/Retrieval/jpn/JaGovFaqsRetrieval.py
mteb/tasks/Retrieval/jpn/JaQuADRetrieval.py
mteb/tasks/Retrieval/jpn/NLPJournalAbsIntroRetrieval.py
mteb/tasks/Retrieval/jpn/NLPJournalTitleAbsRetrieval.py
mteb/tasks/Retrieval/jpn/NLPJournalTitleIntroRetrieval.py
mteb/tasks/Retrieval/kat/GeorgianFAQRetrieval.py
mteb/tasks/Retrieval/kat/__init__.py
mteb/tasks/Retrieval/kor/KoStrategyQA.py
mteb/tasks/Retrieval/kor/__init__.py
mteb/tasks/Retrieval/multilingual/BelebeleRetrieval.py
mteb/tasks/Retrieval/multilingual/CrossLingualSemanticDiscriminationWMT19.py
mteb/tasks/Retrieval/multilingual/CrossLingualSemanticDiscriminationWMT21.py
mteb/tasks/Retrieval/multilingual/IndicQARetrieval.py
mteb/tasks/Retrieval/multilingual/MIRACLRetrieval.py
mteb/tasks/Retrieval/multilingual/MLQARetrieval.py
mteb/tasks/Retrieval/multilingual/MintakaRetrieval.py
mteb/tasks/Retrieval/multilingual/MultiLongDocRetrieval.py
mteb/tasks/Retrieval/multilingual/NeuCLIR2022Retrieval.py
mteb/tasks/Retrieval/multilingual/NeuCLIR2023Retrieval.py
mteb/tasks/Retrieval/multilingual/PublicHealthQARetrieval.py
mteb/tasks/Retrieval/multilingual/StatcanDialogueDatasetRetrieval.py
mteb/tasks/Retrieval/multilingual/WikipediaRetrievalMultilingual.py
mteb/tasks/Retrieval/multilingual/XMarketRetrieval.py
mteb/tasks/Retrieval/multilingual/XPQARetrieval.py
mteb/tasks/Retrieval/multilingual/XQuADRetrieval.py
mteb/tasks/Retrieval/multilingual/__init__.py
mteb/tasks/Retrieval/nob/__init__.py
mteb/tasks/Retrieval/nob/norquad.py
mteb/tasks/Retrieval/nob/snl_retrieval.py
mteb/tasks/Retrieval/pol/ArguAnaPLRetrieval.py
mteb/tasks/Retrieval/pol/DBPediaPLRetrieval.py
mteb/tasks/Retrieval/pol/FiQAPLRetrieval.py
mteb/tasks/Retrieval/pol/HotpotQAPLRetrieval.py
mteb/tasks/Retrieval/pol/MSMARCOPLRetrieval.py
mteb/tasks/Retrieval/pol/NFCorpusPLRetrieval.py
mteb/tasks/Retrieval/pol/NQPLRetrieval.py
mteb/tasks/Retrieval/pol/QuoraPLRetrieval.py
mteb/tasks/Retrieval/pol/SCIDOCSPLRetrieval.py
mteb/tasks/Retrieval/pol/SciFactPLRetrieval.py
mteb/tasks/Retrieval/pol/TRECCOVIDPLRetrieval.py
mteb/tasks/Retrieval/pol/__init__.py
mteb/tasks/Retrieval/rus/RiaNewsRetrieval.py
mteb/tasks/Retrieval/rus/RuBQRetrieval.py
mteb/tasks/Retrieval/rus/__init__.py
mteb/tasks/Retrieval/slk/SlovakSumRetrieval.py
mteb/tasks/Retrieval/slk/__init__.py
mteb/tasks/Retrieval/spa/SpanishPassageRetrievalS2P.py
mteb/tasks/Retrieval/spa/SpanishPassageRetrievalS2S.py
mteb/tasks/Retrieval/spa/__init__.py
mteb/tasks/Retrieval/swe/SweFaqRetrieval.py
mteb/tasks/Retrieval/swe/SwednRetrieval.py
mteb/tasks/Retrieval/swe/__init__.py
mteb/tasks/Retrieval/tur/TurHistQuad.py
mteb/tasks/Retrieval/tur/__init__.py
mteb/tasks/Retrieval/vie/VieQuADRetrieval.py
mteb/tasks/Retrieval/vie/__init__.py
mteb/tasks/Retrieval/zho/CMTEBRetrieval.py
mteb/tasks/Retrieval/zho/LeCaRDv2Retrieval.py
mteb/tasks/Retrieval/zho/__init__.py
mteb/tasks/STS/__init__.py
mteb/tasks/STS/deu/GermanSTSBenchmarkSTS.py
mteb/tasks/STS/deu/__init__.py
mteb/tasks/STS/eng/BiossesSTS.py
mteb/tasks/STS/eng/STS12STS.py
mteb/tasks/STS/eng/STS13STS.py
mteb/tasks/STS/eng/STS14STS.py
mteb/tasks/STS/eng/STS15STS.py
mteb/tasks/STS/eng/STS16STS.py
mteb/tasks/STS/eng/STSBenchmarkSTS.py
mteb/tasks/STS/eng/SickrSTS.py
mteb/tasks/STS/eng/__init__.py
mteb/tasks/STS/fao/FaroeseSTS.py
mteb/tasks/STS/fin/FinParaSTS.py
mteb/tasks/STS/fin/__init__.py
mteb/tasks/STS/fra/SickFrSTS.py
mteb/tasks/STS/fra/__init__.py
mteb/tasks/STS/jpn/JSICK.py
mteb/tasks/STS/jpn/JSTS.py
mteb/tasks/STS/kor/KlueSTS.py
mteb/tasks/STS/kor/KorSTS.py
mteb/tasks/STS/kor/__init__.py
mteb/tasks/STS/multilingual/IndicCrosslingualSTS.py
mteb/tasks/STS/multilingual/STS17CrosslingualSTS.py
mteb/tasks/STS/multilingual/STS22CrosslingualSTS.py
mteb/tasks/STS/multilingual/STSBenchmarkMultilingualSTS.py
mteb/tasks/STS/multilingual/SemRel24STS.py
mteb/tasks/STS/multilingual/__init__.py
mteb/tasks/STS/pol/PolishSTS.py
mteb/tasks/STS/pol/__init__.py
mteb/tasks/STS/por/Assin2STS.py
mteb/tasks/STS/por/SickBrSTS.py
mteb/tasks/STS/ron/RonSTS.py
mteb/tasks/STS/rus/RUParaPhraserSTS.py
mteb/tasks/STS/rus/RuSTSBenchmarkSTS.py
mteb/tasks/STS/spa/STSES.py
mteb/tasks/STS/spa/__init__.py
mteb/tasks/STS/zho/CMTEBSTS.py
mteb/tasks/STS/zho/__init__.py
mteb/tasks/SpeedTask/CPUSpeedTask.py
mteb/tasks/SpeedTask/GPUSpeedTask.py
mteb/tasks/SpeedTask/__init__.py
mteb/tasks/Summarization/__init__.py
mteb/tasks/Summarization/eng/SummEvalSummarization.py
mteb/tasks/Summarization/eng/__init__.py
mteb/tasks/Summarization/fra/SummEvalFrSummarization.py
mteb/tasks/Summarization/fra/__init__.py
scripts/create_dataset_citations_bib.py
scripts/mmteb_create_author_list.py
scripts/running_model/check_results.py
scripts/running_model/create_slurm_jobs.py
tests/test_TaskMetadata.py
tests/test_cli.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/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_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_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