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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
Oriented Object DetectionTimberSeg (selected images)computer vision1May 7, 2026
Oriented Object DetectionTracking (test)computer vision1May 7, 2026
Oriented Object DetectionBase (test)computer vision1May 7, 2026
Object DetectionRTDODcomputer vision1Apr 21, 2026
Object DetectionDIOR Reference (test)computer vision1Apr 15, 2026
Continual Object DetectionTiROD (test)computer vision1Apr 14, 2026
Object DetectionSub-surface Coralcomputer vision1Mar 11, 2026
Object DetectionWheelchair Datasetcomputer vision1Feb 26, 2026
Object DetectionHiEve 720pcomputer vision1Feb 26, 2026
Object DetectionHiEve 1080pcomputer vision1Feb 26, 2026
Object DetectionTVD (Overall)computer vision1Feb 26, 2026
Object DetectionUAV-UGV Alignment datasetcomputer vision1Feb 26, 2026
Object DetectionKITTIcomputer vision1Feb 26, 2026
3D object detection and trackingVirtual Scenarios Rural3d vision geometrycomputer vision1Feb 26, 2026
3D object detection and trackingVirtual Scenarios Crossing3d vision geometrycomputer vision1Feb 26, 2026
3D object detection and trackingVirtual Scenarios Motorway3d vision geometrycomputer vision1Feb 26, 2026
3D object detection and trackingKITTI3d vision geometrycomputer vision1Feb 26, 2026
Object DetectionKITTI (raw data)computer vision1Feb 26, 2026
Object DetectionDeepAccidentcomputer vision1Feb 26, 2026
Object detection and obstacle avoidanceObject detect. + obst. avoid.computer visionrobotics embodied ai1Feb 26, 2026
Suspicious Object DetectionUSE50k (test)computer vision1Feb 26, 2026
Suspicious Object DetectionAdience (test)computer vision1Feb 26, 2026
Suspicious Object DetectionMarket-1501 (test)computer vision1Feb 26, 2026
Suspicious Object DetectionMPII (test)computer vision1Feb 26, 2026
Object DetectionApple detection dataset (val)computer vision1Feb 26, 2026