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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 1691 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Embodied physical environment decision-makingALFWorldrobotics embodied ai19Jun 23, 2026
Multilingual text query safetyPolyGuardPromptsadversarial safety securitynlp19Jul 3, 2026
Reaction ClassificationEnzyme Reactionbio medical19Jun 23, 2026
Action ClassificationPenn Actioncomputer vision19Jun 23, 2026
Reinforcement LearningAutonomous Driving Datasetrobotics embodied ai19Jun 23, 2026
Medical Image SegmentationDIANE N=18 (train)bio medicalcomputer vision19Jun 23, 2026
Medical Image SegmentationSpleen (N=34) (train)bio medicalcomputer vision19Jun 23, 2026
Medical Image SegmentationFeTA (N=39) (train)bio medicalcomputer vision19Jun 23, 2026
Medical Image SegmentationBraTS (N=387) (train)bio medicalcomputer vision19Jun 23, 2026
Visual Question AnsweringNetQmultimodalcomputer vision+119Jun 23, 2026
Underexposure CorrectionUndExp-Webcomputer vision19Jun 23, 2026
Underexposure CorrectionVE-LOL-L-Capcomputer vision19Jun 23, 2026
Overexposure CorrectionFlickr OverExpcomputer vision19Jun 23, 2026
Overexposure CorrectionOverExp-Paircomputer vision19Jun 23, 2026
Link PredictionDYgraph19Jul 1, 2026
Node ClassificationWikiCSgraph19Jun 19, 2026
GUI Agent TaskMemGUI-Bench (Overall)agents tool userobotics embodied ai19Jun 19, 2026
GUI Agent TaskMemGUI-Bench Hardagents tool userobotics embodied ai19Jun 19, 2026
GUI Agent TaskMemGUI-Bench Mediumagents tool userobotics embodied ai19Jun 19, 2026
GUI Agent TaskMemGUI-Bench Easyagents tool userobotics embodied ai19Jun 19, 2026
E-commerce shopping agentShoppingBenchagents tool useretrieval search rag19Jun 19, 2026
Robot ManipulationLIBEROrobotics embodied ai19Jun 19, 2026
Socio-economic ranking comparisonG20 countries 2021nlp19Jun 19, 2026
Visual SLAMUWE dataset3d vision geometryrobotics embodied ai19Jun 18, 2026
Linear Regressionwine (val)tabular time series19Jun 18, 2026