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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
3D Object DetectionKITTI (test)3d vision geometrycomputer vision26Feb 27, 2026
Object DetectionVOC 2007computer visionObject Detection on VOC 2007 performance trend26May 13, 2026
Object DetectionNWPU VHR-10 (test)computer vision26Apr 23, 2026
SAR Object DetectionHRSIDcomputer vision26Jun 1, 2026
Object DetectionHRPlane v2 (test)computer vision25Jun 25, 2026
Object DetectionPSP Planecomputer vision25Jun 16, 2026
Object DetectionPSP.Ship (test)computer vision25Jun 16, 2026
Dense Object DetectionDense200computer vision25Jul 8, 2026
Object Detection Explanation FaithfulnessMS-COCOcomputer vision25May 19, 2026
Object DetectionVOC Novel Set 1computer vision25Feb 27, 2026
Object DetectionCS-positivecomputer vision25Feb 26, 2026
Object DetectionSUN RGB-D (test)computer vision25Mar 9, 2026
Oriented Object DetectionRSARcomputer vision25Jun 5, 2026
Object DetectionCOCO 70+10 scenario 2017 (val)computer vision25Mar 4, 2026
Object DetectionCOCO 40+40 scenario 2017 (val)computer vision25Mar 4, 2026
Object DetectionCOCO open-vocabulary (test)computer vision25Feb 27, 2026
3D Object DetectionDAIR-V2X-I (val)3d vision geometrycomputer vision25Feb 26, 2026
Object DetectionPascal VOC (All Set 3)computer vision25Feb 26, 2026
Object DetectionPascal VOC (All Set 2)computer vision25Feb 26, 2026
Object DetectionKITTI to Cityscapes (val)computer vision25Feb 26, 2026
Object DetectionCOCOcomputer vision25Mar 10, 2026
Video Salient Object DetectionSeg V2computer vision25Jul 1, 2026
Object DetectionVOC Novel Set 2computer vision25Feb 27, 2026
Object DetectionMS-COCO 2% labeled protocolcomputer visionObject Detection on MS-COCO 2% labeled protocol performance trend25Feb 26, 2026
Salient Object DetectionSOD 43 (test)computer vision25Feb 26, 2026