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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
2D Object DetectionKITTI3D car (test)computer vision11Feb 27, 2026
3D Object DetectionKITTI (val)3d vision geometrycomputer vision11Feb 26, 2026
Co-saliency Object DetectionMSRCcomputer vision11Feb 26, 2026
Object DetectionMS-COCO (65/15)computer vision11Feb 27, 2026
Object DetectionOpen Images unseen classes (non-overlapping)computer vision11Feb 26, 2026
Object DetectionCOCO (unseen classes)computer vision11Feb 26, 2026
Object DetectionVOC (unseen classes)computer vision11Feb 26, 2026
Object DetectionMSCOCO (48/17)computer vision11Feb 27, 2026
Object DetectionQMUL-OpenLogocomputer vision11Feb 26, 2026
Object DetectionOID19 v5 (val)computer vision11Feb 26, 2026
3D Object DetectionKITTI (val)3d vision geometrycomputer vision11Feb 26, 2026
Object DetectionVOC 2012 (trainval)computer vision11Feb 26, 2026
Salient Object DetectionDAVIS-S 92computer vision11Feb 26, 2026
Few-shot Object DetectionPascal VOC (Novel Split 3)computer vision11Feb 26, 2026
Object DetectionINBreast (test)computer vision11Feb 26, 2026
Video Camouflaged Object DetectionCADcomputer vision10Jul 1, 2026
Object DetectionFLIR 640x512computer vision10Jun 30, 2026
Video Depth Thermal Salient Object DetectionVDT-2048computer vision3d vision geometry10Jun 26, 2026
Video Salient Object DetectionSegV2 28computer vision10Jun 26, 2026
Video Salient Object DetectionFBMS 45computer vision10Jun 26, 2026
Video Salient Object DetectionDAVSOD easy 9computer vision10Jun 26, 2026
Video Salient Object DetectionDAVIS 47computer vision10Jun 26, 2026
RGB-D Salient Object DetectionNLPRcomputer vision10Jun 26, 2026
Object DetectionCarcomputer vision10Jun 23, 2026
Object DetectionUAVcomputer vision10Jun 23, 2026