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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 2071 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image GenerationImageNet-1k 1.0 (val)image generation editing17Apr 14, 2026
Molecule Graph GenerationGuacaMol (test)bio medicalgraph17Feb 26, 2026
Referring Image SegmentationRefCOCOg UMD (val)computer visionmultimodal17Feb 26, 2026
Underwater Image EnhancementLSUI L400 (test)computer vision17Mar 25, 2026
Multivariate long-term forecastingTraffic standard (test)tabular time series17Jun 11, 2026
Camera trackingTUM dynamic scene sequences RGB-D (test)3d vision geometrycomputer vision17Feb 26, 2026
Multimodal Emotion RecognitionDFEWmultimodalnlp+117Jun 9, 2026
Code GenerationxCodeEval (sample 500)code developer ai17Feb 26, 2026
Text-to-MotionMotion-Xcomputer visionnlp17Feb 27, 2026
Traffic Signal ControlD_HZrobotics embodied ai17Feb 26, 2026
Long-context Question AnsweringQasperllm chat instructionnlp17Feb 27, 2026
Continual LearningCUBmiscellaneous17Mar 12, 2026
Monocular Depth EstimationDIODE (test)3d vision geometrycomputer vision17Mar 13, 2026
Multiple-Choice Video QAEgoSchema latest (test)multimodalcomputer vision+117Feb 26, 2026
Image ClassificationCMNIST 0.5% bias ratio unbiased (test)computer vision17Feb 26, 2026
Unconditional Image GenerationCIFAR-10 unconditional 32x32image generation editing17Feb 26, 2026
Referring Expression ComprehensionRefCOCOg 48 (test-u)computer visionnlp17Feb 26, 2026
Referring Expression ComprehensionRefCOCOg 48 (val-u)computer visionnlp17Feb 26, 2026
Referring Expression ComprehensionRefCOCO+ 80 (val)computer visionnlp17Feb 26, 2026
Referring Expression ComprehensionRefCOCO 80 (testB)computer visionnlp17Feb 26, 2026
Referring Expression ComprehensionRefCOCO 80 (testA)computer visionnlp17Feb 26, 2026
Referring Expression ComprehensionRefCOCO 80 (val)computer visionnlp17Feb 26, 2026
Task PlanningHugging Face v1 (test)agents tool use17Feb 26, 2026
3D Object DetectionKITTI3d vision geometrycomputer vision17May 19, 2026
Partial Label LearningCIFAR-100tabular time series17Mar 4, 2026