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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
Salient Object DetectionDUT-OMRON 5,168 images (test)computer vision15Feb 26, 2026
Salient Object DetectionHRSOD 400 (test)computer vision15Feb 26, 2026
Object DetectionMFAD (test)computer vision14Jul 1, 2026
Object DetectionCOCOcomputer vision14May 25, 2026
Object DetectionDSEC-Det 8 (sub)computer vision14May 19, 2026
RGB-D Video Salient Object DetectionViDSOD-100computer vision14May 13, 2026
RGB-D Video Salient Object DetectionRDVScomputer vision14May 13, 2026
RGB-D Video Salient Object DetectionDViSalcomputer vision14May 13, 2026
Object DetectionBranches (test)computer vision14May 12, 2026
Object DetectionCOCOcomputer vision14May 12, 2026
Object DetectionT_ODcomputer vision14Apr 28, 2026
Camouflaged Object DetectionCAMOcomputer vision14Apr 21, 2026
Object DetectionBranchescomputer vision14Apr 21, 2026
Object DetectionRGBTDronePersoncomputer vision14Apr 14, 2026
Object DetectionEMPIAR-10499computer vision14Apr 14, 2026
Object DetectionEMPIAR-10304computer vision14Apr 14, 2026
Object DetectionCZIIcomputer vision14Apr 14, 2026
Object DetectionMixed multimodality medical dataset 1.0 (test)computer vision14Apr 1, 2026
Object DetectionSpaceDet Total Metriccomputer vision14Mar 30, 2026
Object DetectionSpaceDet Domain 2computer vision14Mar 30, 2026
Object DetectionSpaceDet Domain 1computer vision14Mar 30, 2026
Camouflaged Object DetectionOVCOD-D 1.0 (union of base and novel classes)computer vision14Mar 30, 2026
3D Object DetectionnuScenes Night3d vision geometrycomputer vision14Jun 19, 2026
3D Object DetectionScanNet 603d vision geometrycomputer vision14Mar 24, 2026
3D Object DetectionScanNet 203d vision geometrycomputer vision14Mar 24, 2026