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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 DetectionLow-illumination scenarioscomputer vision5May 8, 2026
Object DetectionMulti-RAWcomputer vision5May 8, 2026
Object DetectionPAS & LODcomputer vision5May 8, 2026
Object DetectionROD Syncomputer vision5May 8, 2026
Object DetectionLOD Syncomputer vision5May 8, 2026
Object DetectionPAS Syncomputer vision5May 8, 2026
3D Object DetectionDAIR-V2X PP→SECOND3d vision geometrycomputer vision5May 4, 2026
Pointing Object DetectionISL pointing dataset (unseen)computer vision5Apr 30, 2026
Object DetectionBGVPcomputer vision5Apr 29, 2026
Object DetectionVisDrone-DET 2019 (val)computer vision5Apr 16, 2026
Object DetectionCOCOcomputer vision5Apr 15, 2026
2D Object DetectionWoodScapecomputer vision5Apr 14, 2026
Open-vocabulary Object DetectionCOCOcomputer vision5Apr 6, 2026
Object DetectionSAR-Ship-Dataset (test)computer vision5Apr 2, 2026
Object DetectionOV-COCO OOD (test)computer vision5Mar 31, 2026
3D Object DetectionnuScenes (val)3d vision geometrycomputer vision5Mar 31, 2026
3D Object DetectionnuScenes (val)3d vision geometrycomputer vision5Mar 31, 2026
Open-Vocabulary Object Detection3FOVD NEU-171K-RPcomputer vision5Mar 31, 2026
Open-Vocabulary Object Detection3FOVD NEU-171K-Ccomputer vision5Mar 31, 2026
Object DetectionnuScenes 20% labels (val)computer vision5Mar 20, 2026
Object DetectionnuScenes 5% labels (val)computer vision5Mar 20, 2026
Object DetectionDroneVehicle RGB-Tcomputer vision5Mar 19, 2026
Object DetectionLLVIP and M3FD (test)computer vision5Mar 17, 2026
Oriented Object DetectionDOTA v1 (test)computer vision5Mar 17, 2026
Class-agnostic 3D Object DetectionScanNet NeRF-RPN (val)3d vision geometrycomputer vision5Mar 16, 2026