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Benchmarks

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

309,131 benchmarksPage 1516 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Aspect Sentiment Quad PredictionRest16 (test)nlp21Feb 26, 2026
Attribution Map LocalizationBrixIAcomputer vision21Feb 26, 2026
fMRI Task ClassificationHCP Task fMRI (5 splits)bio medicalcomputer vision21Feb 26, 2026
Reinforcement LearningProcgen (test)robotics embodied ai21May 11, 2026
Image ClassificationRotated Fashion MNIST (target domains 0° and 90°)computer vision21Feb 26, 2026
Image ClassificationRotated MNIST target domains 0° and 90°computer vision21Feb 26, 2026
Class Incremental LearningTiny-ImageNet (val)computer visiontabular time series21Feb 26, 2026
Visual Question AnsweringVQAv2 (val)multimodalcomputer vision+121Feb 26, 2026
Image ClassificationiNaturalist 2019 (val)computer vision21Feb 26, 2026
Novel Class DiscoveryCIFAR-100 (unlabelled set)computer vision21Feb 26, 2026
Novel Class DiscoveryCIFAR-10 (unlabelled set)computer vision21Feb 26, 2026
Brain Tumor SegmentationBraTS 2020 (val)bio medicalcomputer vision21Jun 9, 2026
Extreme Multi-label ClassificationAmazonCat-13Knlptabular time series21Feb 26, 2026
Extreme Multi-label ClassificationWiki10-31Knlptabular time series21Feb 26, 2026
Image ClassificationImageNet127computer vision21Apr 7, 2026
Argument impact classificationKialo (test)nlp21Feb 26, 2026
Debugging Effectiveness EstimationSTL10computer visionadversarial safety security21Feb 26, 2026
Debugging Effectiveness EstimationSVHNcomputer visionadversarial safety security21Feb 26, 2026
Debugging Effectiveness EstimationCIFAR-10computer visionadversarial safety security21Feb 26, 2026
Image ClassificationCIFAR-10 semantic asymmetric noise (test)computer vision21Feb 26, 2026
Abstract ReasoningI-RAVEN (test)computer visionnlp21Apr 21, 2026
Image ClassificationImageNet Real re-assessed (val)computer vision21Feb 26, 2026
Subspace ClusteringYale-Btabular time series21Feb 26, 2026
Text ClassificationYelpnlp21Feb 26, 2026
Hyperspectral Image ClassificationIndian Pines 10% (train)computer vision21Mar 26, 2026