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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 Detection CalibrationDX-20computer vision12May 26, 2026
Object DetectionDpubcomputer vision12May 25, 2026
Object DetectionDselfcomputer vision12May 25, 2026
Cooperative Perception Object DetectionMesh Adv. ATTACH (test)computer vision12May 22, 2026
Cooperative Perception Object DetectionMesh Adv. REAL (test)computer vision12May 22, 2026
Cooperative Perception Object DetectionMesh Benign (test)computer vision12May 22, 2026
3D Object DetectionMultiCorrupt (val)3d vision geometrycomputer vision12May 18, 2026
Object DetectionHazyDetcomputer vision12Jun 1, 2026
3D Object DetectionSUNRGBD3d vision geometrycomputer vision12May 12, 2026
Object DetectionGEN1computer vision12May 4, 2026
Object DetectionevCIVILcomputer vision12May 4, 2026
Object DetectionDOTA v1.5computer vision12Apr 30, 2026
Object DetectionVisDronecomputer vision12Apr 30, 2026
Camouflaged Object DetectionVIAC RGB-Tcomputer vision12Apr 15, 2026
Object DetectionM3FDcomputer vision12Apr 14, 2026
Object DetectionPKU-DAVIS-SODcomputer vision12Apr 14, 2026
Object DetectionRADIalcomputer vision12Jul 1, 2026
3D Object DetectionScanNet V23d vision geometrycomputer vision12Apr 10, 2026
3D Object DetectionOPV2V (test)3d vision geometrycomputer vision12Apr 8, 2026
3D Object DetectionV2V4Real (test)3d vision geometrycomputer vision12Apr 8, 2026
Object DetectionUODDcomputer vision12Apr 7, 2026
Object DetectionDIORcomputer vision12Apr 7, 2026
Object DetectionOV-COCO + UODDcomputer vision12Apr 7, 2026
Object DetectionOV-COCO + DIORcomputer vision12Apr 7, 2026
Object DetectionOV-COCO + ArTaxOrcomputer vision12Apr 7, 2026