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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 |
|---|---|---|---|---|
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 | |
| Pedestrian Anomaly Detection | 3 | 1 | Feb 18, 2026 | |
| Drone-to-Satellite Cross-view Geo-localization | 3 | 6 | May 12, 2026 | |
| Concept Classification | 3 | 2 | Mar 24, 2026 | |
| Driving Scene Prediction | 3 | 1 | Feb 18, 2026 | |
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 | |
| Shape Recovery | 3 | 3 | May 14, 2026 | |
| Stimulus Classification | 3 | 1 | Mar 4, 2026 | |
| Real-world Single Image Super-Resolution |
| 3 |
| 2 |
| May 25, 2026 |
| 3D Cloth Decomposition | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Dynamic 3D Sketching | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Future Instance Segmentation | 3 | 3 | Feb 18, 2026 |
|---|
| Single-Agent Motion Forecasting | 3 | 4 | Jul 8, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Lightweight Image Super-Resolution | 3 | 1 | Feb 18, 2026 |
|---|
| Color Video Completion | 3 | 1 | Mar 4, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Contour and Boundary Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Face UV Texture Recovery | 3 | 1 | Feb 18, 2026 |
|---|
| Face Quality Assessment | 3 | 1 | Feb 18, 2026 |
|---|
| Audio-visual Zero-Shot Learning | 3 | 2 | Feb 27, 2026 |
|---|