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Benchmarks for “object detection”

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

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TaskDatasetDomainTrendResultsLast update
Object DetectionMalaria detection M5 (LCM)computer vision7Feb 26, 2026
3D Object DetectionOPV2V enhanced (test)3d vision geometrycomputer vision7Feb 26, 2026
RGB-D Salient Object DetectionNJUD (test)computer vision7Feb 26, 2026
Monocular 3D Object DetectionKITTI-360 (test)3d vision geometrycomputer vision7Feb 26, 2026
Monocular 3D Object DetectionKITTI-360 (val)3d vision geometrycomputer vision7Feb 26, 2026
Object DetectionRadatron (test)computer vision7Mar 19, 2026
3D Object DetectionWaymo Open Moving objects (val)3d vision geometrycomputer vision7Feb 26, 2026
3D Object DetectionWaymo Open All objects (val)3d vision geometrycomputer vision7Feb 26, 2026
Object DetectionHand-drawn atom detection (test)computer vision7Feb 26, 2026
Object DetectionOdinWcomputer vision7Apr 14, 2026
Object DetectionLVIS-1203 (minival)computer vision7Feb 26, 2026
Object DetectionSTF Snow Raincomputer vision7Feb 26, 2026
Object DetectionSTF Dense Fogcomputer vision7Feb 26, 2026
Object DetectionSTF Clearcomputer vision7Feb 26, 2026
Object DetectionVOC & Clipart to Comiccomputer vision7Feb 26, 2026
Object DetectionPASCAL VOC 2007+2012 (test)computer vision7Feb 26, 2026
Object DetectionM3FD PGD, e=4/255computer vision7Feb 26, 2026
Object DetectionM3FD PGD, e=1/255computer vision7Feb 26, 2026
Object DetectionIOD-Video (test)computer vision7Feb 26, 2026
Object DetectionGRAZPEDWRI-DX (test)computer vision7Feb 26, 2026
Object DetectionCOCO-Full 2017 (train)computer vision7Feb 26, 2026
Object DetectionGOO-Realcomputer vision7Feb 26, 2026
Object DetectionSSDD 27 (test)computer vision7Feb 26, 2026
Camouflaged Object DetectionPerceptual study with cuboid shapes 1.0 (test)computer vision7Feb 26, 2026
Object DetectionDay Foggycomputer vision7Feb 26, 2026