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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 |
|---|---|---|---|---|
| RGB-D Co-Salient Object Detection | 3 | 1 | Feb 18, 2026 | |
| Open-Vocabulary 3D Object Detection | 3 | 2 | Feb 27, 2026 | |
| RGB-D Video Salient Object Detection | 3 | 1 | May 13, 2026 | |
| Object Detection Training | 3 | 1 | Feb 18, 2026 | |
| Underwater Salient Object Detection | 3 | 2 | Jul 3, 2026 | |
| Object Detection Calibration | 3 | 1 | May 26, 2026 | |
| Unknown Object Detection | 3 | 2 | Feb 27, 2026 | |
| Object Detection Reliability Estimation | 3 | 1 | Apr 23, 2026 | |
| OOD Object Detection | 3 |
| 1 |
| Mar 18, 2026 |
| Streaming 3D Object Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Cooperative 3D Object Detection | 3 | 3 | May 27, 2026 |
|---|
| Cooperative Object Detection | 3 | 4 | Jun 29, 2026 |
|---|
| Monocular Bird's Eye View Object Detection | 3 | 1 | Feb 27, 2026 |
|---|
| Joint Object Detection and Viewpoint Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Interactive Object Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Traffic Object Detection | 3 | 4 | Feb 19, 2026 |
|---|
| Rotation Object Detection | 3 | 2 | Feb 18, 2026 |
|---|
| Dynamic Object Detection | 3 | 2 | Mar 18, 2026 |
|---|
| Moving Object Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Birds Eye View 2D Object Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Camera Open-set 3D Object Detection | 2 | 1 | Mar 4, 2026 |
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| Open World Object Detection (Task 3) | 2 | 1 | Apr 1, 2026 |
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| Image-conditioned Object Detection | 2 | 1 | Feb 18, 2026 |
|---|
| One-shot Object Detection | 2 | 1 | May 7, 2026 |
|---|
| Observer-Centric Salient Object Detection | 2 | 1 | Feb 19, 2026 |
|---|