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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
Camouflaged Object DetectionNC4K 30 (test)computer vision5Feb 26, 2026
Camouflaged Object DetectionCOD10K 8 (test)computer vision5Feb 26, 2026
3D Object DetectionWaymo Open Dataset (WOD) (val)3d vision geometrycomputer vision5Feb 26, 2026
Object DetectionCOCO (val)computer vision5Feb 26, 2026
3D Object DetectionAEO real-world Sequence3d vision geometrycomputer vision5Feb 26, 2026
3D Object DetectionASE Sequence (val)3d vision geometrycomputer vision5Feb 26, 2026
3D Object DetectionASE Snippet (val)3d vision geometrycomputer vision5Feb 26, 2026
Active Object DetectionEpic-Kitchens VISOR (val)computer vision5Feb 26, 2026
Object DetectionFSOD (test)computer vision5Feb 26, 2026
Object DetectionPASCAL VOC 2007 (val)computer vision5Feb 26, 2026
Object DetectionBDD100k Daytime (test)computer vision5Feb 26, 2026
Object DetectionHQDS (test)computer vision5Feb 26, 2026
Object DetectionADE-150 (val)computer vision5Feb 26, 2026
Object DetectionODinW-314 13 (val)computer vision5Feb 26, 2026
Object DetectionRF100-805 (val)computer vision5Feb 26, 2026
Object DetectionMS COCO GZSDcomputer vision5Feb 27, 2026
Object DetectionMEIScomputer vision5Feb 26, 2026
Object DetectionVisDrone 10% labeled imagescomputer vision5Feb 26, 2026
Object DetectionVisDrone 5% labeled imagescomputer vision5Feb 26, 2026
Object DetectionVisDrone 1% labeled imagescomputer vision5Feb 26, 2026
Object DetectionDOTA (10% labeled)computer vision5Feb 26, 2026
Object DetectionDOTA (5% labeled)computer vision5Feb 26, 2026
Object DetectionDOTA (1% labeled)computer vision5Feb 26, 2026
Object DetectionColor Boxes synthetic (val)computer vision5Feb 26, 2026
Object DetectionPubLayNet raw (val)computer vision5Feb 26, 2026