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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 DetectionFLIR-ADAS (test)computer vision38Mar 27, 2026
Object DetectionM3FD (test)computer vision38Mar 27, 2026
Object DetectionSSDDcomputer vision38Jun 25, 2026
Object DetectionVEDAIcomputer vision38Mar 10, 2026
Object DetectionMS-COCOcomputer vision38Feb 27, 2026
Object DetectionOV-LVIScomputer vision38Jul 3, 2026
3D Object DetectionK-Radar3d vision geometrycomputer vision38Jul 7, 2026
3D Object DetectionKITTI (test)3d vision geometrycomputer vision38Feb 27, 2026
3D Object DetectionWaymo (val)3d vision geometrycomputer vision38Feb 27, 2026
Object DetectionPASCAL VOC 2007 (test)computer vision38Feb 27, 2026
Video Salient Object DetectionFBMScomputer vision38Jul 1, 2026
3D Object DetectionKITTI new (40 recall positions) (test)3d vision geometrycomputer vision38Feb 26, 2026
Object DetectionVOC 07+12 (test)computer vision38Feb 27, 2026
Object DetectionFLIR Alignedcomputer vision37Jul 7, 2026
Camouflaged Object DetectionCAMOcomputer vision37Mar 26, 2026
Object DetectionCityscapes-C (val)computer vision37Feb 26, 2026
Object DetectionPASCAL VOC 2007 (test)computer vision37Apr 21, 2026
Few-Shot Object DetectionMS COCO Novel Classescomputer vision37Feb 26, 2026
Oriented Object DetectionDOTA 1.5 (val)computer vision37Mar 4, 2026
Single Object DetectionPascal VOC 2012computer vision37Mar 20, 2026
Object DetectionCityscapes S -> C adaptation (val)computer vision37Feb 26, 2026
Object DetectionMS COCO (train val)computer vision37Feb 26, 2026
Monocular 3D Object DetectionKITTI car category (val)3d vision geometrycomputer vision37Mar 19, 2026
Salient Object DetectionDUTS 5019 (test)computer vision37Jul 7, 2026
Object DetectionDOTA v1.5computer vision37Feb 26, 2026