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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 DetectioniNatLoc Level L3 (test)computer vision6Feb 26, 2026
Object DetectioniNatLoc Level L4 (test)computer vision6Feb 26, 2026
Object DetectioniNatLoc Level L5 (test)computer vision6Feb 26, 2026
Object DetectioniNatLoc Level L6 (test)computer vision6Feb 26, 2026
RGB-D Salient Object DetectionDUTLF-Depth (test)computer vision6Feb 26, 2026
Video Camouflaged Object DetectionMOCA-Mask (test)computer vision6Feb 26, 2026
Video Salient Object DetectionDAVSOD Normalcomputer vision6Feb 26, 2026
Video Salient Object DetectionDAVSOD Easycomputer vision6Feb 26, 2026
Video Salient Object DetectionDAVIScomputer vision6Feb 26, 2026
Object DetectionLVIS all categories v1.0 (minival5k train)computer vision6Feb 26, 2026
Object DetectionWaymo Dynamiccomputer vision6Feb 26, 2026
Object DetectionCRUW (test)computer vision6Feb 26, 2026
Object DetectionETDII (test)computer vision6Feb 26, 2026
Object DetectionMapillary and nuImages (test)computer vision6Feb 27, 2026
3D Object DetectionPandaSet3d vision geometrycomputer vision6Feb 26, 2026
Object DetectionPeople in Painting (Downstream)computer vision6Feb 26, 2026
Object DetectionCityscapes Downstreamcomputer vision6Feb 26, 2026
Object DetectionBrain Tumor (Downstream)computer vision6Feb 26, 2026
Object DetectionRUOD (test)computer vision6Feb 26, 2026
Object DetectionRTTS (test)computer vision6Feb 26, 2026
3D Object DetectionSUN RGB-D3d vision geometrycomputer vision6Feb 26, 2026
Object DetectionCorCOCO Out-Domain (val)computer vision6Feb 26, 2026
Object DetectionMS-COCO In-Domain (val)computer vision6Feb 26, 2026
Object DetectionObjects365 (minival)computer vision6Feb 26, 2026
Object DetectionOID-601 (val)computer vision6Feb 26, 2026