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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
Salient Object DetectionVT821 (test)computer vision13Feb 26, 2026
Object DetectionPerioXrayscomputer vision13Feb 26, 2026
3D Object DetectionV2V4Real (val)3d vision geometrycomputer vision12Jul 3, 2026
3D Object DetectionV2XSet (val)3d vision geometrycomputer vision12Jul 3, 2026
Object DetectionVisDrone 2019 DET (test)computer vision12Jun 30, 2026
Hallucination object detectionHODcomputer vision12Jun 25, 2026
Object DetectionPascal VOC Aggregatecomputer vision12Jun 23, 2026
Object DetectionMS COCO (val)computer vision12Jun 17, 2026
Object DetectionMS COCO 2017 (70 + 10)computer vision12Jun 16, 2026
Object DetectionMS COCO 2017 (40 + 40)computer vision12Jun 16, 2026
Object DetectionM3FDcomputer vision12Jun 16, 2026
Object DetectionYTVIS 2019computer vision12Jun 15, 2026
3D Object DetectionSI3D-DI Hard (test)3d vision geometrycomputer vision12Jun 9, 2026
3D Object DetectionSI3D-DI Moderate (test)3d vision geometrycomputer vision12Jun 9, 2026
3D Object DetectionSI3D-DI Easy (test)3d vision geometrycomputer vision12Jun 9, 2026
3D Object DetectionSI3D-DII (test)3d vision geometrycomputer vision12Jun 9, 2026
Object DetectionDsPCBSD+ (val)computer vision12Jun 4, 2026
3D Object DetectionnuScenes C R Night v1.03d vision geometrycomputer vision12Jun 1, 2026
3D Object DetectionnuScenes-C R Rainy v1.03d vision geometrycomputer vision12Jun 1, 2026
3D Object DetectionnuScenes-C/R Sunlight v1.03d vision geometrycomputer vision12Jun 1, 2026
3D Object DetectionnuScenes C/R v1.0 (Snow)3d vision geometrycomputer vision12Jun 1, 2026
3D Object DetectionnuScenes-C R Fog v1.03d vision geometrycomputer vision12Jun 1, 2026
Object DetectionDX-20computer vision12May 26, 2026
Object Detection CalibrationVOC MIXcomputer vision12May 26, 2026
Object Detection CalibrationVBD-CXRcomputer vision12May 26, 2026