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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 DetectionWatercolor (test)computer vision28Mar 24, 2026
Object DetectionODinW 13 datasets (test)computer vision28Feb 26, 2026
Object DetectionCOCO standard 5% labeled 2017 (train)computer vision28Feb 26, 2026
Co-Salient Object DetectionCoCA (test)computer vision28Feb 26, 2026
Salient Object DetectionSSDcomputer vision28Feb 26, 2026
Object DetectionMS COCO novel classes val5k (minival)computer vision28Feb 26, 2026
3D Object DetectionV2X-R (val)3d vision geometrycomputer vision28Feb 26, 2026
Object DetectionCityscapes-to-Cityscapes long-term CTTA task Ccomputer vision27Jun 18, 2026
Object DetectionGC10-Detcomputer vision27May 27, 2026
Object DetectionGC10 Minicomputer vision27May 27, 2026
Object DetectionSteel Pipecomputer vision27May 27, 2026
Object DetectionCasting Billetcomputer vision27May 27, 2026
3D Object DetectionKITTI (test)3d vision geometrycomputer vision27Feb 26, 2026
3D Object DetectionnuScenes Rainy (val)3d vision geometrycomputer vision27Jun 19, 2026
Object DetectionM3FDcomputer vision27Jul 1, 2026
Oriented Object DetectionDIORcomputer vision27May 12, 2026
Oriented Object DetectionDOTA v2.0computer vision27Jun 5, 2026
Oriented Object DetectionDOTA v1.5computer vision27Jun 5, 2026
Object DetectionOV-LVIS v1.0 (test)computer vision27Feb 26, 2026
Object DetectionCityscapes-C (test)computer vision27Feb 26, 2026
3D Object DetectionWaymo Open Dataset (WOD) (val)3d vision geometrycomputer vision27Feb 26, 2026
Object DetectionObject CXR (test)computer vision27Feb 27, 2026
Object DetectionMS-COCO 20 novel VOC classescomputer vision27Feb 26, 2026
Object DetectionMS-COCO 2017 (val)computer vision27Feb 27, 2026
Co-saliency Object DetectionCoSal 2015computer vision27Feb 26, 2026