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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
3D Object DetectionK-Radar synthetic severity-open, Fog, Light3d vision geometrycomputer vision5Jul 3, 2026
3D Object DetectionK-Radar (type+severity-open)3d vision geometrycomputer vision5Jul 3, 2026
Object DetectionCVOGL-Seg Ground → Satellite (test)computer vision5Jun 30, 2026
Object DetectionCVOGL-Seg Drone → Satellite (test)computer vision5Jun 30, 2026
Object DetectionGSD (test)computer vision5Jun 26, 2026
3D Object DetectionKITTI-AR-OoD3d vision geometrycomputer vision5Jun 24, 2026
Personalized Object DetectionPOD 5-shotcomputer vision5Jun 24, 2026
Personalized Object DetectionPOD 1-shotcomputer vision5Jun 24, 2026
Object DetectionDroneTrashNet Augmentedcomputer vision5Jun 23, 2026
3D Object DetectionScanNet3d vision geometrycomputer vision5Jun 23, 2026
3D Object DetectionHypersim3d vision geometrycomputer vision5Jun 23, 2026
3D Object Detection3D-FRONT3d vision geometrycomputer vision5Jun 23, 2026
Object DetectionDSEC Detectioncomputer vision5Jun 19, 2026
Object DetectionVisDrone-DET (test-dev)computer vision5Jun 19, 2026
Camouflaged Object DetectionCOD10K CF-COD (test)computer vision5Jun 11, 2026
Camouflaged Object DetectionCHAMELEON CF-COD paired benchmark (test)computer vision5Jun 11, 2026
Camouflaged Object DetectionCAMO CF-COD paired benchmark (test)computer vision5Jun 11, 2026
Referred Object DetectionSwimmingPool ZScomputer vision5Jun 11, 2026
Referred Object DetectionGeoChat-Instructcomputer vision5Jun 11, 2026
Object DetectionxView airplanecomputer vision5Jun 11, 2026
Object DetectionxView shipcomputer vision5Jun 11, 2026
Object DetectionFAIR1M airplanecomputer vision5Jun 11, 2026
Object DetectionFAIR1M shipcomputer vision5Jun 11, 2026
Object DetectionCOCO (val)computer vision5Jun 9, 2026
Small Object DetectionSODA-Dcomputer vision5Jun 9, 2026