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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 1738 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
OOD detectionCiteSeercomputer visiontabular time series19Feb 26, 2026
Review RankingAmazon Reviews 2023 (test)retrieval search rag19Feb 26, 2026
Table RetrievalFetaQAretrieval search rag19May 19, 2026
Table RetrievalOTTQAretrieval search rag19May 19, 2026
Multimodal RecommendationElectronicsmultimodalnlp19Feb 26, 2026
Pointwise RankingTREC DL 2020 (test)retrieval search rag19Feb 26, 2026
Long Video UnderstandingLongVideoBench 23sec-60 mincomputer vision19Feb 26, 2026
Semantic SegmentationSpaceNet 7computer vision19Mar 10, 2026
Semantic SegmentationDynamicEarthNet (DEN)computer vision19Mar 10, 2026
Monocular 3D Object DetectionKITTI car category (test)3d vision geometrycomputer vision19Feb 26, 2026
Spatial ReasoningMMSI-Bench MindJourney Subset (162 questions) (test)nlp19Feb 26, 2026
NC vs. AD classificationOASISbio medicaltabular time series19Jun 19, 2026
MCI vs. AD classificationOASISbio medicaltabular time series19Jun 19, 2026
Visual GroundingOverallmultimodalcomputer vision19Apr 7, 2026
Image ClassificationDTD (test)computer vision19Mar 30, 2026
Image EditingGEdit-Bench CN 1.0image generation editing19Feb 26, 2026
Class-agnostic 3D instance segmentationScanNet200 (val)3d vision geometrycomputer vision19Apr 23, 2026
Video UnderstandingNextQAcomputer vision19Feb 26, 2026
Multiview RegistrationScanNet 30 scans 183d vision geometry19Feb 26, 2026
Image-to-SVGSArena-Icon benchmark (test)computer visionimage generation editing19Feb 26, 2026
3D Teeth SegmentationTeeth3DS (test)3d vision geometrycomputer vision19Mar 23, 2026
Video RestorationUDM10 (test)video generation editingcomputer vision19Jun 30, 2026
Embodied NavigationR2R-CErobotics embodied ai19Feb 26, 2026
Image ClassificationSUN397computer vision19May 26, 2026
Multi-Discipline ReasoningMMMU-Prollm chat instruction19Feb 26, 2026