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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 DetectionWiderPersoncomputer vision9Feb 26, 2026
Object DetectionCOCO Novel Base All 2017computer vision9Feb 26, 2026
Object DetectionLIACIcomputer vision9Feb 26, 2026
Collaborative 3D Object DetectionDAIR-V2X 20% labeled data ratio3d vision geometrycomputer vision9Feb 26, 2026
Collaborative 3D Object DetectionDAIR-V2X 5% labeled data ratio3d vision geometrycomputer vision9Feb 26, 2026
Collaborative 3D Object DetectionDAIR-V2X 2% labeled data ratio3d vision geometrycomputer vision9Feb 26, 2026
Collaborative 3D Object DetectionDAIR-V2X 1% labeled data ratio3d vision geometrycomputer vision9Feb 26, 2026
Object DetectionBDD100K Synthetic-to-Real v1.0 (test)computer vision9Feb 26, 2026
Object DetectionRVDTcomputer vision9Feb 26, 2026
Referred Object DetectionSwimming Pool Dataset (test)computer vision9Feb 27, 2026
Collaborative Object DetectionV2V4Real (test)computer vision9Feb 26, 2026
Object DetectionReal-to-real Generalization (Cityscapes, BDD100K, ACDC) (val)computer vision9Feb 26, 2026
Object DetectionRGB-NIR Datasetcomputer vision9Feb 26, 2026
Object DetectionRGB-NIRcomputer vision9Feb 26, 2026
3D Object DetectionKITTI HARD level (val)3d vision geometrycomputer vision9Feb 26, 2026
Object DetectionPASCAL VOC 3rd Query (4k images) 2007 (test)computer vision9Feb 26, 2026
Object DetectionPASCAL VOC 2nd Query (3k images) 2007 (test)computer vision9Feb 26, 2026
Object DetectionPASCAL VOC 2007 1st Query (2k images) (test)computer vision9Feb 26, 2026
Object DetectionCOCO 2014 (val)computer vision9Feb 26, 2026
Oriented Object DetectionDIOR-Rcomputer vision9Feb 26, 2026
Object DetectionUrban Scene Daytime-Foggy (DF)computer vision9Feb 26, 2026
Object DetectionUrban Scene (Night-Rainy (NR))computer vision9Feb 26, 2026
Object DetectionUrban Scene Dusk-Rainy (DR)computer vision9Feb 26, 2026
Object DetectionUrban Scene Daytime Sunny (DS)computer vision9Feb 26, 2026
Object DetectionCARRADA (test)computer vision9Feb 26, 2026