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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 DetectionODinW (test)computer vision41Feb 26, 2026
Salient Object DetectionDUT (test)computer vision41Feb 26, 2026
Object DetectionMS COCO 2014 (val)computer vision41Feb 26, 2026
Object DetectionPDMcomputer vision40Jul 2, 2026
Object DetectionBDD100K (all)computer vision40Apr 21, 2026
Object DetectionBDD100K Day+Nightcomputer vision40Apr 21, 2026
Object DetectionBDD100K Dawn Duskcomputer vision40May 14, 2026
3D Object DetectionSUN RGB-D3d vision geometrycomputer vision40Apr 10, 2026
Weakly Supervised Object DetectionPASCAL VOC 2012computer vision40Apr 8, 2026
3D Object DetectionSTF dense fog v1 (test)3d vision geometrycomputer vision40Feb 26, 2026
Object DetectionFLIR Aligned (test)computer vision40May 14, 2026
Object DetectionPASCAL VOC 5 novel classes (Novel Set 1)computer vision40Feb 26, 2026
Video Object DetectionUA-DETRAC (test)computer vision40Feb 26, 2026
3D Object Detection (Cars)KITTI (test)3d vision geometrycomputer vision3D Object Detection (Cars) on KITTI (test) performance trend40Feb 26, 2026
Oriented Object DetectionHRSC2016computer vision40May 6, 2026
Object DetectionM4-SARcomputer vision39Mar 11, 2026
RGB-T Salient Object DetectionVT1000 (test)computer vision39Mar 16, 2026
RGB-T Salient Object DetectionVT5000 (test)computer vision39Mar 16, 2026
RGB-T Salient Object DetectionVT821 (test)computer vision39Mar 16, 2026
Object DetectionFSODcomputer vision39Feb 26, 2026
3D Object DetectionScanNet v2 (test)3d vision geometrycomputer vision39Apr 20, 2026
Video Salient Object DetectionDAVIS 16 (val)computer vision39Feb 26, 2026
Salient Object DetectionSOD (test)computer vision39Feb 26, 2026
Camouflaged Object DetectionCOD10K 2026computer vision38Jul 7, 2026
Object DetectionKAIST (test)computer vision38Mar 27, 2026