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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 DetectionMinneApple (test)computer vision0Feb 26, 2026
Object DetectionDUO (test)computer vision0Feb 26, 2026
DetectionCityscapescomputer vision0Feb 26, 2026
Object DetectionVisual Genome (test)computer vision0Feb 26, 2026
Semi-supervised Object DetectionCOCO 2017 (10% labeled)computer vision0Feb 26, 2026
Semi-supervised Object DetectionCOCO 2017 (5% labeled)computer vision0Feb 26, 2026
Semi-supervised Object DetectionCOCO 2017 (2% labeled)computer vision0Feb 26, 2026
Semi-supervised Object DetectionCOCO 2017 (1% labeled)computer vision0Feb 26, 2026
Object DetectionCOCO Open-vocabulary v1computer visionObject Detection on COCO Open-vocabulary v1 performance trend0Feb 26, 2026
3D Object DetectionKITTI (test)3d vision geometrycomputer vision3D Object Detection on KITTI (test) (AP|R40, IoU=0.7) performance trend0Feb 26, 2026
Object DetectionMSCOCO Target 17 classes (val)computer vision0Feb 26, 2026
Object DetectionMSCOCO Base 48 classes (val)computer vision0Feb 26, 2026
Object DetectionPASCAL VOC Novel Set 3 2007computer vision0Feb 26, 2026
Object DetectionPASCAL VOC Novel Set 2 2007computer vision0Feb 26, 2026
Object DetectionCOCO Generalized Few-Shot (test)computer vision0Feb 26, 2026
Object DetectionVOC 07computer vision0Feb 26, 2026