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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 DetectionNight Rainycomputer vision7Feb 26, 2026
Object DetectionDusk Rainycomputer vision7Feb 26, 2026
Object DetectionDay Clearcomputer vision7Feb 26, 2026
Object DetectionBDD100k (unlabeled target set)computer vision7Feb 26, 2026
Object DetectionCOCO to UVO v1.0 (val)computer vision7Feb 26, 2026
Object DetectionLVIS COCO to Non-COCO (test)computer vision7Feb 26, 2026
Object DetectionCOCO to ADE20K (test)computer vision7Feb 26, 2026
Object DetectionVOC to ADE20K (test)computer vision7Feb 26, 2026
Object DetectionSCOD (val)computer vision7Feb 26, 2026
Object DetectionCOCO-Tasks extended (test)computer vision7Feb 26, 2026
Object DetectionCOCO Separatedcomputer vision7Feb 26, 2026
Object DetectionOccluded COCOcomputer vision7Feb 26, 2026
2D Class-agnostic Object DetectionWaymo (train)computer vision7Feb 26, 2026
Traffic Object DetectionBDD100K (test)computer vision7Feb 26, 2026
Object DetectionMoNuSeg 2018computer vision7Feb 26, 2026
Object DetectionCOCO additional (train)computer vision7Feb 26, 2026
Active Object DetectionMECCANOcomputer vision7Feb 26, 2026
Object DetectionKITTI (train)computer vision7Feb 26, 2026
Object DetectionWildDash (train)computer vision7Feb 26, 2026
3D Object DetectionDAIR-V2X-C VIC-Sync3d vision geometrycomputer vision7Feb 26, 2026
Object DetectionPASCAL VOCcomputer vision7Feb 26, 2026
3D Object DetectionLyft v1.0 (val)3d vision geometrycomputer vision7Feb 26, 2026
3D Object DetectionLyft Level 5 mobile objects (test)3d vision geometrycomputer vision7Feb 26, 2026
Object DetectionMS-COCO Standard 2% 2017 (val)computer vision7Feb 26, 2026
Object DetectionMS-COCO Standard 1% 2017 (val)computer vision7Feb 26, 2026