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 |
|---|---|---|---|---|
| Ego-only motion forecasting | 1 | 1 | Feb 18, 2026 | |
| Multi-object Category Recognition (Categ-MObj) | 1 | 1 | Feb 18, 2026 | |
| Image Inpainting (Box mask) | 1 | 1 | Feb 21, 2026 | |
| Hallucination object detection | 1 | 1 | Jun 25, 2026 | |
| Image Registration (Deformable) | 1 | 1 | Feb 18, 2026 | |
| Multi-object Category Recognition with Support Assignment (Categ-MObj-SuppAssign) | 1 | 1 | Feb 18, 2026 | |
| Individual travel trajectory tracking | 1 | 1 | Feb 21, 2026 | |
| Contrastive Learning | 1 | 1 | Jun 25, 2026 | |
| Cross-identity face animation |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| Ground Reaction Moment Mediolateral (GRM_ML) Estimation | 1 | 1 | Feb 21, 2026 |
|---|
| Depth-guided Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Social Relationship Recognition | 1 | 3 | Feb 18, 2026 |
|---|
| Image Registration (Rigid+Deformable) | 1 | 1 | Feb 18, 2026 |
|---|
| Video Subject Customization | 1 | 1 | Feb 18, 2026 |
|---|
| Ground Reaction Moment Anteroposterior (GRM_AP) Estimation | 1 | 1 | Feb 21, 2026 |
|---|
| Coin Grading | 1 | 1 | Feb 21, 2026 |
|---|
| Visual Reasoning Robustness | 1 | 1 | Feb 21, 2026 |
|---|
| Incremental Task Learning | 1 | 1 | Feb 18, 2026 |
|---|
| Social Relationship Recognition (Coarse-level) | 1 | 1 | Feb 18, 2026 |
|---|
| Object Existence Detection | 1 | 1 | Feb 27, 2026 |
|---|
| Electrical Impedance Tomography image reconstruction | 1 | 1 | Feb 21, 2026 |
|---|
| Sparse Attention Acceleration | 1 | 1 | Feb 21, 2026 |
|---|
| Gait Detection | 1 | 1 | Feb 21, 2026 |
|---|
| Object Collision | 1 | 1 | Feb 18, 2026 |
|---|
| Large Vision-Language Modeling | 1 | 2 | Feb 27, 2026 |
|---|