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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
Video Salient Object DetectionViSal (full)computer vision17Feb 26, 2026
3D Object DetectionKITTI3d vision geometrycomputer vision17May 19, 2026
Few-shot Object DetectionCOCO FSOD 10-shot Standardcomputer vision17Feb 26, 2026
Object DetectionBBBC006computer vision17May 25, 2026
Object DetectionHRSC2016computer vision17Mar 16, 2026
Object DetectionPASCAL SBD 2012computer vision17Feb 26, 2026
Object DetectionM6Doc (test)computer vision17Feb 26, 2026
Object DetectionOCHuman (test)computer vision17Feb 26, 2026
Object DetectionOCHuman (val)computer vision17Feb 26, 2026
Generalized Few-Shot Object DetectionMS-COCO 5-shot (test)computer vision17Feb 26, 2026
Object DetectionPASCAL VOC 07+12 (trainval)computer vision17Feb 26, 2026
Object DetectionV100 GPU (test)computer vision17Feb 26, 2026
Object DetectionFSCD-LVIS unseen classes (test)computer vision17Feb 27, 2026
Video Salient Object DetectionDAVIS 16computer vision17Feb 26, 2026
Monocular 3D Object Detection (Car)KITTI official (test)3d vision geometrycomputer vision17Feb 26, 2026
Object DetectionObject365computer vision17Feb 27, 2026
Salient Object DetectionSTEREO797computer vision17Feb 26, 2026
Salient Object DetectionSTEREO797 (test)computer vision17Feb 26, 2026
3D Object DetectionKITTI (val1)3d vision geometrycomputer vision17Feb 26, 2026
Bird-Eye-View (BEV) Object DetectionKITTI official (test)computer vision3d vision geometry17Feb 26, 2026
3D Object DetectionKITTI official (test)3d vision geometrycomputer vision17Feb 26, 2026
Monocular 3D Object DetectionKITTI (val)3d vision geometrycomputer vision17Apr 3, 2026
Weakly Supervised Object DetectionPASCAL VOC 2007 (test)computer vision17Feb 26, 2026
3D Object DetectionKITTI Pedestrian (val)3d vision geometrycomputer vision17Feb 26, 2026
Bird's Eye View 3D Object DetectionKITTI (val1)3d vision geometrycomputer vision17Feb 26, 2026