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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 DetectionCOCO novel and all classescomputer vision4Feb 26, 2026
Object DetectionLeukemiaAttri L_100x_C2 (MZZCAT 5MP)computer vision4Feb 26, 2026
Object DetectionLeukemiaAttri L_100x_C1 (Mobile)computer vision4Feb 26, 2026
Object DetectionLeukemiaAttri H_100x_C2 (HD1500T)computer vision4Feb 26, 2026
Object DetectionLeukemiaAttri H_100x_C1 (Mobile)computer vision4Feb 26, 2026
Cooperative 3D Object DetectionDAIR-V2X-Seq v1.0 (test)3d vision geometrycomputer vision4Feb 26, 2026
Object DetectionLVIS base categories v1.0 (minival5k train)computer vision4Feb 26, 2026
Object DetectionCOCO OVD retained 15 categoriescomputer vision4Feb 26, 2026
Object DetectionAutonomous Driving Dataset Novel Categoriescomputer vision4Feb 27, 2026
3D Object DetectionView-of-Delft (VoD) 4D millimeter-wave radar (val)3d vision geometrycomputer vision4Feb 26, 2026
Object DetectionSA-1Bcomputer vision4Feb 26, 2026
Single-object 3D detectionObjectron3d vision geometrycomputer vision4Feb 26, 2026
Object DetectionADE20K closedcomputer vision4Feb 26, 2026
3D Object DetectionSUN-RGBD common categories3d vision geometrycomputer vision4Feb 26, 2026
Object DetectionSTF Full (test)computer vision4Feb 26, 2026
Object DetectionSTF Snow Rain (test)computer vision4Feb 26, 2026
Object DetectionSTF Dense Fog (test)computer vision4Feb 26, 2026
Object DetectionSTF Clear (test)computer vision4Feb 26, 2026
Object DetectionPothole detection dataset (test)computer vision4Feb 26, 2026
Object DetectionStandard LVIScomputer vision4Feb 26, 2026
Object DetectionMOT17Detcomputer vision4Feb 26, 2026
Object DetectionMS COCO 2% labeled data 2017 (val)computer vision4Feb 26, 2026
Object DetectionMS COCO 1% labeled data 2017 (val)computer vision4Feb 26, 2026
Object DetectionGraspNet (test)computer vision4Feb 26, 2026
Object DetectionVisDrone 10% labeled images (test-dev)computer vision4Feb 26, 2026