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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 |
|---|---|---|---|---|
| Humanoid Object Grasping and Trajectory Following | 1 | 1 | Feb 18, 2026 | |
| Composed Person Retrieval | 1 | 1 | Feb 18, 2026 | |
| Photovoltaic Presence Detection | 1 | 1 | Mar 25, 2026 | |
| Image-based Virtual Try-On | 1 | 1 | Feb 18, 2026 | |
| Segmentation Map Generation | 1 | 1 | Feb 18, 2026 | |
| Few-shot 3D Classification | 1 | 2 | Feb 20, 2026 | |
| Verified Robustness | 1 | 1 | Feb 18, 2026 | |
| Heavy Deblurring | 1 | 1 | Feb 18, 2026 | |
| Transmission Estimation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Multi-image difference analysis | 1 | 1 | Feb 18, 2026 |
|---|
| Image tasks | 1 | 1 | Feb 18, 2026 |
|---|
| Image Enhancement (RAW to RGB) | 1 | 1 | Feb 18, 2026 |
|---|
| NSCLC segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| General Robust Image Task (GRIT) multi-task evaluation | 1 | 2 | Feb 18, 2026 |
|---|
| Face Attribute Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Bounding Box Regression | 1 | 1 | Feb 18, 2026 |
|---|
| Video-Language Event Prediction | 1 | 1 | Feb 27, 2026 |
|---|
| Caption Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Fill-in-the-blank Video Question Answering | 1 | 1 | Feb 27, 2026 |
|---|
| Human motion estimation in world coordinates | 1 | 1 | Feb 18, 2026 |
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| Radar-Camera Calibration | 1 | 1 | Feb 18, 2026 |
|---|
| Object-level Motion Control | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Video generation with fine-grained motion control | 1 | 1 | Feb 18, 2026 |
|---|
| Local Lipschitz constant calculation | 1 | 1 | Feb 18, 2026 |
|---|
| Listener Facial Motion Generation | 1 | 1 | Feb 18, 2026 |
|---|