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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 DetectionFGSD 2021computer vision5Feb 26, 2026
Object DetectionMAR20computer vision5Feb 26, 2026
Object DetectionMVRSDcomputer vision5Feb 26, 2026
Object DetectionPascal-5icomputer vision5Feb 26, 2026
Object DetectionVisual In-Context Learning (V-ICL) Benchmarkcomputer vision5Feb 26, 2026
Object DetectionHOPE BOP v2 (test)computer vision5Feb 26, 2026
Object DetectionHard-DSEC-DETcomputer vision5Feb 26, 2026
Object DetectionSeaDronesSeecomputer vision5Feb 26, 2026
Object DetectionSeaDronesSee (test)computer vision5Feb 26, 2026
Object DetectionCarcomputer vision5Feb 26, 2026
Object Detectionclass (train)computer vision5Feb 26, 2026
Object DetectionBirdcomputer vision5Feb 26, 2026
Object DetectionCar Class Imagescomputer vision5Feb 26, 2026
Object DetectionClass Images (train)computer vision5Feb 26, 2026
Object DetectionBird Class Imagescomputer vision5Feb 26, 2026
Object DetectionCVC-ClinicDB (val)computer vision5Feb 26, 2026
Object DetectionKvasir-SEG (val)computer vision5Feb 26, 2026
3D Object Detection (Pedestrian)KITTI (test)3d vision geometrycomputer vision5Feb 26, 2026
Object detectionOGSODcomputer vision5Feb 26, 2026
Object DetectionnuScenes v1.0-trainval (val)computer vision5Feb 26, 2026
Object DetectionAODRaw down-sampled 1.0 (test)computer vision5Feb 26, 2026
Object DetectionObjects365 v2computer vision5Feb 26, 2026
Object DetectionMoNuSegcomputer vision5Feb 26, 2026
Object DetectionGlaS (testB)computer vision5Feb 26, 2026
Object DetectionGlaS (testA)computer vision5Feb 26, 2026