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Tasks for “object detection”

Explore the problems researchers are working on and the benchmarks used to measure progress.

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TaskDomainBenchmarksPapersLast update
Out-of-distribution object detectioncomputer vision11Feb 27, 2026
Query Object Detectioncomputer vision11Feb 18, 2026
Quadrilateral Object Detectioncomputer vision11Feb 18, 2026
Monocular 2D Object Detectioncomputer vision11Feb 27, 2026
Perturbation Detection for Object Detectioncomputer visionadversarial safety security11Jun 9, 2026
Cyclist 3D Object Detection3d vision geometrycomputer vision11Feb 18, 2026
Perception (Object Detection & Tracking)computer vision11Mar 5, 2026
Pedestrian 3D Object Detection3d vision geometrycomputer vision13May 13, 2026
Outdoor 3D Object Detection3d vision geometrycomputer vision11Feb 18, 2026
Out-of-vocabulary object detectioncomputer vision11Feb 19, 2026
RGB Camouflaged Object Detectioncomputer vision11Feb 18, 2026
Out-of-context object detectioncomputer vision11Feb 18, 2026
Document Object Detectioncomputer vision11Feb 18, 2026
Open-set 3D Object Detection3d vision geometrycomputer vision11Mar 4, 2026
Generalized Zero-Shot Object Detectioncomputer vision12Feb 18, 2026
Hallucination object detectioncomputer vision11Jun 25, 2026
High-Resolution Salient Object Detectioncomputer vision11Feb 18, 2026
Birds-Eye-View Object Detectioncomputer vision00Feb 25, 2026
Semi-supervised Object Detectioncomputer vision00Feb 25, 2026