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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 Detection with Attribute PredictionLeukemiaAttri H_100x_C2 (test)computer visionbio medical2Feb 26, 2026
3D Object DetectionONCE 5k labeled samples (val)3d vision geometrycomputer vision2Feb 26, 2026
Object DetectionCOCO Full 100% labelscomputer vision2Feb 26, 2026
Object DetectionCOCO opencomputer vision2Feb 26, 2026
BEV Object DetectionRADIal refined 3D ground-truth (test)computer vision3d vision geometry2Feb 26, 2026
Object DetectionExtended TACOcomputer vision2Feb 26, 2026
Video Object DetectionWaymo Open datasetcomputer vision2Feb 26, 2026
2D Object DetectionDENSE (test)computer vision2Feb 26, 2026
Object DetectionCityscapes to BDD100Kcomputer vision2Feb 26, 2026
Object DetectionCOCO to Corrupted-COCOcomputer vision2Feb 26, 2026
Object DetectionKITTI to Cityscapescomputer vision2Feb 26, 2026
Object DetectionSim10K to Cityscapescomputer vision2Feb 26, 2026
Object DetectionVOC (in-domain)computer vision2Feb 26, 2026
Object DetectionCOCO in-domaincomputer vision2Feb 26, 2026
Object DetectionCityscapes (CS) (in-domain)computer vision2Feb 26, 2026
Object DetectionKITTI (in-domain)computer vision2Feb 26, 2026
Object DetectionSim10K (in-domain)computer vision2Feb 26, 2026
Object DetectionCOCO (test)computer vision2Feb 26, 2026
Object DetectionOpenImages v6computer vision2Feb 26, 2026
Unsupervised 3D Object DetectionKITTI (val)3d vision geometrycomputer vision2Feb 26, 2026
Object DetectionVisual Genome (test val)computer vision2Feb 26, 2026
Object DetectionObjects365 (test val)computer vision2Feb 26, 2026
Multi-camera 3D Object DetectionWaymo Open Dataset (WOD) v1.3.1 (val)3d vision geometrycomputer vision2Feb 26, 2026
Object DetectionCOCO Person (without small person instances) 2017 (minival)computer vision2Feb 26, 2026
Object DetectionBDD100K disjoint-balance setting (test)computer vision2Feb 26, 2026