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Benchmarks

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

309,131 benchmarksPage 1094 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Face IdentificationMF1-Facescrub 1.0 (test)computer vision26Feb 26, 2026
Out-of-distribution image detectionPlaces365 (test)computer vision26Feb 26, 2026
Single Object TrackingVOT 2018 (test)computer vision26Feb 26, 2026
Joint Entity and Relation ExtractionADEnlp26Feb 27, 2026
Object DetectionNWPU VHR-10 (test)computer vision26Apr 23, 2026
Image ClassificationCIFAR-10 Symmetry-20% noise (test)computer vision26Feb 26, 2026
Video Super-ResolutionDAVIS-10video generation editingcomputer vision26Feb 26, 2026
Sequential RecommendationSteam (test)tabular time series26Apr 20, 2026
Entity LinkingOKE 2015nlp26Feb 27, 2026
Machine TranslationMulti30k Task1 (en-de)nlp26Feb 26, 2026
Molecule GenerationChEBI-20 (test)bio medical26Apr 28, 2026
Image ClassificationStanford Carscomputer vision26Feb 26, 2026
Image ClassificationFlowerscomputer vision26Feb 26, 2026
Domain Adaptation (Classification)MNIST to USPScomputer visionnlp+126Feb 26, 2026
Open-domain question answeringCuratedTREC (test)nlpretrieval search rag26Feb 26, 2026
Low-shot Image ClassificationImageNet base and novel classes (test val)computer vision26Feb 26, 2026
Pedestrian Attribute RecognitionRAPcomputer vision26Feb 26, 2026
3D Face ReconstructionAFLW2000-3D3d vision geometrycomputer vision26Feb 26, 2026
Multi-label Music Genre ClassificationMuMu 1.0 (test)nlp26Feb 26, 2026
Action RecognitionTHUMOS 14 (test)computer vision26Feb 27, 2026
Semantic ParsingGEOnlp26Feb 26, 2026
Facial Landmark DetectionAFLW Full (test)computer vision26Feb 26, 2026
Video Super-ResolutionSPMCS (val)video generation editingcomputer vision26Feb 26, 2026
Visual Object TrackingTC128 (test)computer vision26Feb 26, 2026
Named Entity RecognitionCoNLL English 2003 (dev)nlp26Feb 26, 2026