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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Out-of-distribution object detection | 1 | 1 | Feb 27, 2026 | |
| Query Object Detection | 1 | 1 | Feb 18, 2026 | |
| Quadrilateral Object Detection | 1 | 1 | Feb 18, 2026 | |
| Monocular 2D Object Detection | 1 | 1 | Feb 27, 2026 | |
| Perturbation Detection for Object Detection | 1 | 1 | Jun 9, 2026 | |
| Cyclist 3D Object Detection | 1 | 1 | Feb 18, 2026 | |
| Perception (Object Detection & Tracking) | 1 | 1 | Mar 5, 2026 | |
| Pedestrian 3D Object Detection | 1 | 3 | May 13, 2026 | |
| Outdoor 3D Object Detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Out-of-vocabulary object detection | 1 | 1 | Feb 19, 2026 |
|---|
| RGB Camouflaged Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Out-of-context object detection | 1 | 1 | Feb 18, 2026 |
|---|
| Document Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Open-set 3D Object Detection | 1 | 1 | Mar 4, 2026 |
|---|
| Generalized Zero-Shot Object Detection | 1 | 2 | Feb 18, 2026 |
|---|
| Hallucination object detection | 1 | 1 | Jun 25, 2026 |
|---|
| High-Resolution Salient Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Birds-Eye-View Object Detection | 0 | 0 | Feb 25, 2026 |
|---|
| Semi-supervised Object Detection | 0 | 0 | Feb 25, 2026 |
|---|