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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
Collaborative Object DetectionOPV2V-Hcomputer vision9May 19, 2026
Object Detection600-image (val)computer vision9May 19, 2026
Multispectral Object DetectionM3FD (val)computer visionmultimodal9May 14, 2026
Object DetectionMAVREC aerial (test)computer vision9May 12, 2026
Object DetectionMAVREC aerial (val)computer vision9May 12, 2026
Underwater Saliency Object DetectionUnderwater Imagescomputer vision9May 11, 2026
Object DetectionDentalAI (test)computer vision9Apr 28, 2026
Object DetectionINTSDcomputer vision9Apr 28, 2026
Object DetectionCOCO-O tattoocomputer vision9Apr 15, 2026
Object DetectionCOCO-O sketchcomputer vision9Apr 15, 2026
Object DetectionCOCO-O cartooncomputer vision9Apr 15, 2026
Object DetectionCOCO-O handmakecomputer vision9Apr 15, 2026
Object DetectionCOCO-O paintingcomputer vision9Apr 15, 2026
Object DetectionCOCO-O weathercomputer vision9Apr 15, 2026
Object DetectionCOCO IDcomputer vision9Apr 15, 2026
Object DetectionInria and rendered datasets (test)computer vision9Apr 14, 2026
Object DetectionINRIA Person Rendered Images (test)computer vision9Apr 14, 2026
Object DetectionUHD-LOL 8K (7680 x 4320) (test)computer vision9Apr 13, 2026
Object DetectionUHD-LOL 4K (3840 x 2160) (test)computer vision9Apr 13, 2026
3D Object DetectionGriffin 25m3d vision geometrycomputer vision9Apr 13, 2026
3D Object DetectionV2X-Seq3d vision geometrycomputer vision9Apr 13, 2026
Object DetectionM3FDcomputer vision9Apr 13, 2026
Object DetectionLOD-Dark 12computer vision9Apr 10, 2026
3D Object DetectionnuScenes 4 Static Scenarios3d vision geometrycomputer vision9Apr 2, 2026
Transparent Object DetectionRGBP-Glasscomputer vision9Apr 1, 2026