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Benchmarks

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

309,131 benchmarksPage 695 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video Question AnsweringTVQA (test)multimodalcomputer vision35Mar 25, 2026
Video Super-ResolutionVimeo-90k Fastvideo generation editingcomputer vision35Feb 26, 2026
Image ClassificationiNaturalist 2017 (val)computer vision35Feb 26, 2026
Joint Entity and Relation ExtractionCONLL04nlp35Jun 4, 2026
Semantic keypoint transferPF-Pascal (test)computer vision35Feb 26, 2026
Image ClassificationCIFAR to STL standard (test)computer vision35Feb 26, 2026
Image RetrievalR-Oxford Mediumretrieval search ragcomputer vision35Feb 26, 2026
Multi-view Stereo ReconstructionDTU (evaluation)3d vision geometry35Feb 26, 2026
Named Entity RecognitionCoNLL (test)nlpNamed Entity Recognition on CoNLL (test) performance trend35Jun 18, 2026
Text Classificationmovie review dataset (test)nlp35Mar 5, 2026
Image RetrievalINSTREretrieval search ragcomputer vision35Apr 16, 2026
Machine TranslationIWSLT De-En 14nlp35May 7, 2026
Crowd CountingMall dataset (test)computer vision35Mar 26, 2026
Video Object SegmentationYoutubeObjects (val)computer vision35Feb 26, 2026
Shadow DetectionUCF (test)computer vision35May 13, 2026
Multi-object trackingMOTChallenge 2015 (test)computer vision35Feb 26, 2026
Text-to-Image SynthesisMS-COCO (val)image generation editing35Feb 26, 2026
Language ModelingYelp (test)nlp35Feb 26, 2026
Single Image DehazingSynthetic Images SREcomputer vision35Feb 26, 2026
Single Image DehazingSynthetic Images AREcomputer vision35Feb 26, 2026
Single Image DehazingSynthetic Images CREcomputer vision35Feb 26, 2026
Object DetectionKITTI (test)computer vision35Feb 26, 2026
Phrase LocalizationFlickr30K Entities (test)computer visionnlp35Feb 26, 2026
Temporal Action LocalizationTHUMOS 2014 (test)computer visionTemporal Action Localization on THUMOS 2014 (test) performance trend35Feb 27, 2026
Super-ResolutionSet14 x4computer vision35Mar 9, 2026