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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 1263 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
3D Semantic SegmentationScanNet20 v2 (test)3d vision geometry24Feb 26, 2026
Motion PredictionnuScenes v1.0-trainval (test)robotics embodied aicomputer vision+124Jul 7, 2026
Person Re-identificationCARGO Protocol 4: A↔G 1.0computer vision24May 15, 2026
Geometry ReconstructionSynthetic Objects (test)3d vision geometry24Feb 26, 2026
Domain Conversion RetrievalImageNet-Rretrieval search ragcomputer vision24Feb 27, 2026
Gaze followingGazeFollow (test)computer visionmultimodal24Feb 26, 2026
Long-context language understanding suiteZeroSCROLLSllm chat instructionnlp24Feb 26, 2026
Anomaly LocalizationBTAD (test)computer vision24Mar 25, 2026
Semantic SegmentationACDC Snow (test)computer vision24Apr 3, 2026
Long Video Question AnsweringMovieChat-1K Breakpoint Mode (test)multimodalcomputer visionLong Video Question Answering on MovieChat-1K Breakpoint Mode (test) performance trend24Feb 26, 2026
Long Video Question AnsweringMovieChat-1K Global Mode (test)multimodalcomputer visionLong Video Question Answering on MovieChat-1K Global Mode (test) performance trend24Feb 26, 2026
Motion-to-text retrievalHumanML3D 1.0 (test)multimodalnlp24Feb 26, 2026
Text-to-motion retrievalHumanML3D 1.0 (test)nlpmultimodal24Feb 26, 2026
Image ClassificationTiny-ImageNet Cleancomputer vision24Jun 23, 2026
Noisy HSI Super-resolutionSalinascomputer vision24Feb 26, 2026
Noisy HSI Super-resolutionHoustoncomputer vision24Feb 26, 2026
Noisy HSI Super-resolutionWDC mallcomputer vision24Feb 26, 2026
HSI InpaintingSalinascomputer vision24Feb 26, 2026
HSI InpaintingHoustoncomputer vision24Feb 26, 2026
HSI InpaintingWDC mallcomputer vision24Feb 26, 2026
HSI DenoisingSalinascomputer vision24Feb 26, 2026
HSI DenoisingHoustoncomputer vision24Feb 26, 2026
HSI DenoisingWDC mallcomputer vision24Feb 26, 2026
Entity RecognitionMIT Restaurantnlp24Feb 26, 2026
News topic classification20 Newsgroups 40% Instance-Dependent Noisenlp24Feb 26, 2026