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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 DetectionCOCO (val)computer vision10Feb 26, 2026
Salient Object DetectionCAMO 250 (test)computer vision10Feb 26, 2026
Salient Object DetectionVT1000computer vision10Feb 26, 2026
Object DetectionBDD100K MOT dataset (test)computer vision10Feb 26, 2026
Object DetectionnuScenes (test)computer vision10Feb 26, 2026
Salient Object DetectionVT1000 47computer vision10Feb 26, 2026
Salient Object DetectionVT5000 122computer vision10Feb 26, 2026
Object Detection7-channel brain cell dataset (val)computer vision10Feb 26, 2026
Camouflaged Object DetectionMoCAcomputer vision10Feb 26, 2026
3D Object DetectionnuScenes Clean v1.0 (val)3d vision geometrycomputer vision10Mar 10, 2026
Object DetectionCOCO 2017 (test)computer vision10Mar 31, 2026
3D Object DetectionnuScenes frontal (val)3d vision geometrycomputer vision10Feb 26, 2026
3D Object DetectionScanRefer (test)3d vision geometrycomputer vision10Feb 26, 2026
Object DetectionCityscapes to BDD100k daytimecomputer vision10Feb 26, 2026
Object DetectionPascal VOC (NR 0%) → Clipart1k 2007+2012 (test)computer vision10Feb 26, 2026
Object DetectionMultispectral datasetcomputer vision10Feb 26, 2026
Object DetectionCARLA simulatorcomputer vision10Feb 26, 2026
Video Camouflaged Object DetectionMoCA-Mask w/ pseudo labels (test)computer vision10Feb 26, 2026
Video Camouflaged Object DetectionMoCA-Mask w/o pseudo labels (test)computer vision10Feb 26, 2026
Camouflaged Object DetectionCAD (full)computer vision10Feb 26, 2026
Co-Salient Object DetectionCosal 2015computer vision10Feb 26, 2026
Object DetectionHabitat Gibson Specialization 1.0 (val)computer vision10Feb 26, 2026
Object DetectionHabitat Gibson Generalization 1.0 (val)computer vision10Feb 26, 2026
Object DetectionVOC 2007 (trainval)computer vision10Feb 26, 2026
Object DetectionPASCAL VOC Novel Set 1 2007 (test)computer vision10Feb 27, 2026