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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
Fine-grained Object Detectioncomputer vision22May 25, 2026
3D Object Detection (Cyclists)3d vision geometrycomputer vision18Feb 27, 2026
Generalized Zero-Shot Object Detectioncomputer vision12Feb 18, 2026
Hallucination object detectioncomputer vision11Jun 25, 2026
High-Resolution Salient Object Detectioncomputer vision11Feb 18, 2026
Horizontal Bounding Box Object Detectioncomputer vision11Feb 18, 2026
Adversarial Attack on RGB-T Object Detectionadversarial safety securitycomputer vision11May 7, 2026
Camera-only 3D Object Detection3d vision geometrycomputer vision11Feb 18, 2026
Hyperspectral Salient Object Detectioncomputer vision11May 19, 2026
Camouflage attack on Object Detectioncomputer visionadversarial safety security11Mar 23, 2026
Incremental Few-Shot Object Detectioncomputer vision11Feb 22, 2026
Aerial Object Detectioncomputer vision12Mar 18, 2026
Independent Motion Object Detectioncomputer vision11Feb 25, 2026
2D Class-agnostic Object Detectioncomputer vision11Feb 18, 2026
Animal Object Detectioncomputer vision11Feb 18, 2026
Category-level Object Detectioncomputer vision11Feb 18, 2026
Class Incremental Object Detectioncomputer vision11Feb 18, 2026
Medical Object Detectioncomputer visionbio medical11Feb 27, 2026
Mobile-size object detectioncomputer vision11Feb 18, 2026
Class-agnostic 2D object detectioncomputer vision11Feb 18, 2026
Monocular 2D Object Detectioncomputer vision11Feb 27, 2026
Multi-Object Detectioncomputer vision11Feb 18, 2026
Multi-camera 3D Object Detection3d vision geometrycomputer vision11Feb 18, 2026
BEV Object Detection (Cyclist)computer vision11Feb 22, 2026
Multi-category object detectioncomputer vision11Feb 18, 2026