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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1338 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Machine TranslationEn -> De (test)nlp23Feb 26, 2026
Document ClassificationYahoo Answersnlp23Feb 26, 2026
Speech Emotion RecognitionSAVEEspeech audio23Feb 26, 2026
Dependency ParsingDep. Parse (test)nlp23Feb 26, 2026
Character-level language modelingEnwik8 (val)nlp23Jun 24, 2026
Caption RetrievalFlickr30kmultimodalretrieval search rag23Feb 26, 2026
Sequential RecommendationAmazon Games (test)tabular time series23Feb 26, 2026
Relation ExtractionSCIERC (test)nlpRelation Extraction on SCIERC (test) performance trend23Feb 26, 2026
3D Human Pose EstimationITOP top-view3d vision geometrycomputer vision23Feb 26, 2026
Machine TranslationIWSLT English-Vietnamese 2015 (tst2013)nlp23Feb 26, 2026
Sentiment ClassificationYelp original 2013 (test)nlp23Feb 26, 2026
Sequence TaggingCoNLL 2003 (test)nlp23Feb 26, 2026
Aerial-to-Ground Image SynthesisCVUSAimage generation editing23Feb 26, 2026
Forward SynthesisSMolInstructbio medical23Jun 23, 2026
Node ClassificationPubMed (10-fold)graph23Feb 26, 2026
Natural Language InferenceMultiNLI matched (dev)nlp23Feb 26, 2026
Domain Adaptation (Classification)USPS to MNISTcomputer visionnlp+123Feb 26, 2026
Semantic Role LabelingCoNLL 2012 (dev)nlp23Feb 26, 2026
Face RecognitionCASIA NIR-VIS Standard Protocol 2.0 (test)computer vision23Feb 26, 2026
Audio Super-ResolutionPiano (test)speech audio23Feb 26, 2026
Person Identity ClassificationExtended Yale B (test)computer vision23Feb 26, 2026
Relation ExtractionNYT-Freebase (test)nlp23Feb 26, 2026
Face VerificationYouTube Face (YTF) 40 (10-fold cross-validation)computer vision23Feb 26, 2026
Visual TrackingOTB 2015 (full)computer vision23Feb 26, 2026
Aspect-level sentiment classificationRestaurantnlp23Feb 26, 2026