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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 |
|---|---|---|---|---|
| Fine-grained Object Detection | 2 | 2 | May 25, 2026 | |
| 3D Object Detection (Cyclists) | 1 | 8 | Feb 27, 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 | |
| Horizontal Bounding Box Object Detection | 1 | 1 | Feb 18, 2026 | |
| Adversarial Attack on RGB-T Object Detection | 1 | 1 | May 7, 2026 | |
| Camera-only 3D Object Detection | 1 | 1 | Feb 18, 2026 | |
| Hyperspectral Salient Object Detection |
| 1 |
| 1 |
| May 19, 2026 |
| Camouflage attack on Object Detection | 1 | 1 | Mar 23, 2026 |
|---|
| Incremental Few-Shot Object Detection | 1 | 1 | Feb 22, 2026 |
|---|
| Aerial Object Detection | 1 | 2 | Mar 18, 2026 |
|---|
| Independent Motion Object Detection | 1 | 1 | Feb 25, 2026 |
|---|
| 2D Class-agnostic Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Animal Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Category-level Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Class Incremental Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Medical Object Detection | 1 | 1 | Feb 27, 2026 |
|---|
| Mobile-size object detection | 1 | 1 | Feb 18, 2026 |
|---|
| Class-agnostic 2D object detection | 1 | 1 | Feb 18, 2026 |
|---|
| Monocular 2D Object Detection | 1 | 1 | Feb 27, 2026 |
|---|
| Multi-Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-camera 3D Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| BEV Object Detection (Cyclist) | 1 | 1 | Feb 22, 2026 |
|---|
| Multi-category object detection | 1 | 1 | Feb 18, 2026 |
|---|