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Benchmarks

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

309,131 benchmarksPage 1764 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Point TrackingDAVIS TAP-Vid (val)computer vision19Feb 26, 2026
3D Human Pose Estimation3DPW raw (test)3d vision geometrycomputer vision19Feb 26, 2026
3D Lane DetectionOpenLane 1.5m threshold (val)3d vision geometrycomputer vision19Feb 26, 2026
3D Semantic SegmentationS3DIS (B6/N6)3d vision geometry19Feb 27, 2026
3D Semantic SegmentationS3DIS (B8/N4)3d vision geometry19Feb 27, 2026
3D ClassificationScanObjectNN S-PB_T50_RS3d vision geometrycomputer vision19Mar 24, 2026
Sign Language TranslationCSL-Dailycomputer visionnlp19Apr 27, 2026
Waterline SegmentationWater-surface dataset (test)computer vision19Feb 26, 2026
Semantic SegmentationWater-surface dataset (test)computer vision19Feb 26, 2026
Geo-localizationCVACTcomputer vision19Feb 26, 2026
Image ClassificationImageNet 1K (val)computer vision19Feb 26, 2026
Object DetectionVEDAI (test)computer vision19Mar 10, 2026
Colon Polyp SegmentationETIS-Larib (test)computer visionbio medical19Feb 26, 2026
Object DetectionCOCO-Partial 10% labeledcomputer vision19Feb 27, 2026
Part SegmentationPartNet (test)computer vision19Feb 26, 2026
Super-resolutionFFHQ 256x256 (val)computer vision19Mar 13, 2026
PTM SelectionCaltech101miscellaneous19Feb 26, 2026
PTM SelectionAircraftmiscellaneous19Feb 26, 2026
Anomaly LocalizationMVTec LOCO AD (test)computer vision19Feb 26, 2026
Automatic Piano TranscriptionMAESTRO v3.0.0 (test)speech audiocomputer vision19Feb 26, 2026
Visual Question AnsweringVQAv2 (dev)multimodalcomputer vision+119Feb 26, 2026
Intent RecognitionOOS (test)nlp19Feb 27, 2026
Visual GroundingRefExpmultimodalcomputer vision19Apr 28, 2026
Graph ClassificationDD TUDataset (10-fold cross val)graph19May 5, 2026
Aspect-based Sentiment AnalysisSemEval Laptop 2014nlp19Feb 26, 2026