Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Multi-object Category Recognition (Categ-MObj) | 1 | 1 | Feb 18, 2026 | |
| Image Registration (Deformable) | 1 | 1 | Feb 18, 2026 | |
| Compositional Image-Text Matching | 1 | 2 | Feb 27, 2026 | |
| Motion Behavior Generation | 1 | 1 | Feb 21, 2026 | |
| Joint-space residual torque estimation | 1 | 1 | Feb 21, 2026 | |
| Trajectory Prediction Evaluation Correlation | 1 | 1 | Feb 21, 2026 | |
| Right Ventricle Segmentation | 1 | 1 | Feb 18, 2026 | |
| VLA Inference | 1 |
| 1 |
| Feb 21, 2026 |
| Automatic Piano Cover generation | 1 | 1 | Jul 7, 2026 |
|---|
| Ground Reaction Moment Mediolateral (GRM_ML) Estimation | 1 | 1 | Feb 21, 2026 |
|---|
| In-Context Video Insertion | 1 | 1 | Jul 7, 2026 |
|---|
| Social Relationship Recognition | 1 | 3 | Feb 18, 2026 |
|---|
| Emergency braking collision mitigation | 1 | 1 | Feb 21, 2026 |
|---|
| Wrap-Grasp | 1 | 1 | Feb 21, 2026 |
|---|
| Human-to-Robot Video Translation | 1 | 1 | Feb 21, 2026 |
|---|
| DLO Tracking | 1 | 1 | Feb 21, 2026 |
|---|
| Spatial Awareness | 1 | 3 | Jun 11, 2026 |
|---|
| Nighttime Video Deraining | 1 | 1 | Feb 18, 2026 |
|---|
| Saccade Performance Evaluation | 1 | 1 | Feb 21, 2026 |
|---|
| Object / Texture Classification | 1 | 1 | Feb 21, 2026 |
|---|
| Instance-aware Edge Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Pseudo Ground-Truth Generation | 1 | 3 | Feb 19, 2026 |
|---|
| Tangential Tracking | 1 | 1 | Feb 21, 2026 |
|---|
| Multi-agent driving behavior modeling | 1 | 1 | Feb 21, 2026 |
|---|
| 3D Vertebra Reconstruction | 1 | 1 | Feb 21, 2026 |
|---|