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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 DetectionILSVRC provided-data-only track 2014 (test)computer vision7Feb 26, 2026
Object DetectionPASCAL VOC 6x2 2007 (test)computer vision7Feb 26, 2026
Object DetectionAggregate Malaria, Whole Blood Cellscomputer vision7Feb 26, 2026
Object DetectionWhole Blood Cellscomputer vision7Feb 26, 2026
Object DetectionMalariacomputer vision7Feb 26, 2026
Object DetectionCityscapes Corruptioncomputer vision7Feb 26, 2026
Object DetectionRSNA (test)computer vision7Feb 26, 2026
3D Object DetectionRZDG (Sim)3d vision geometrycomputer vision6Jul 7, 2026
3D Object DetectionRZDG Real3d vision geometrycomputer vision6Jul 7, 2026
Camouflaged Object DetectionNC4K 4121computer vision6Jul 7, 2026
Camouflaged Object DetectionNC4K RGBcomputer vision6Jul 1, 2026
Camouflaged Object DetectionCOD10K RGBcomputer vision6Jul 1, 2026
Camouflaged Object DetectionCAMO RGBcomputer vision6Jul 1, 2026
Monocular 3D Object DetectionKITTI Pedestrian (val)3d vision geometrycomputer vision6Jun 30, 2026
Cooperative Object DetectionV2X-Realcomputer vision6Jun 29, 2026
Object DetectionnuScenes 5,000 image subsetcomputer vision6Jun 26, 2026
Object DetectionSkyFusion ship 26 (test)computer vision6Jun 25, 2026
Object DetectionRSD-GOD 94 (test)computer vision6Jun 25, 2026
Object DetectionRarePlanes 46 (test)computer vision6Jun 25, 2026
Object DetectionAOSD 93 (test)computer vision6Jun 25, 2026
Object DetectionVisDrone DET 2019computer vision6Jun 15, 2026
Object DetectionSheepCountercomputer vision6Jun 15, 2026
Object DetectionCattlecomputer vision6Jun 15, 2026
Object DetectionLivestock (Han)computer vision6Jun 15, 2026
Object DetectionEikelboomcomputer vision6Jun 15, 2026