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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 |
|---|---|---|---|---|
| Video-Commentary Alignment | 1 | 1 | Feb 20, 2026 | |
| Age Prediction (T1) | 1 | 1 | Feb 18, 2026 | |
| Game State Reconstruction | 1 | 2 | Apr 14, 2026 | |
| Clothing Surface Registration | 1 | 1 | Feb 18, 2026 | |
| Organ Classification | 1 | 1 | Feb 20, 2026 | |
| Articulated Joint Estimation | 1 | 1 | Jun 2, 2026 | |
| Radar Image Understanding | 1 | 1 | Feb 20, 2026 | |
| Controllable Human Video Generation | 1 | 1 | Jun 2, 2026 | |
| Semantic Image Matting |
| 1 |
| 2 |
| Feb 18, 2026 |
| Motion-based Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Video Object Grounding | 1 | 1 | Feb 20, 2026 |
|---|
| Human avatar synthesis | 1 | 2 | Feb 18, 2026 |
|---|
| Multimodal Compositional Understanding | 1 | 2 | Feb 27, 2026 |
|---|
| Shape-from-focus | 1 | 1 | Feb 20, 2026 |
|---|
| Action Dynamics | 1 | 1 | Feb 18, 2026 |
|---|
| Endoscopic Image Matching | 1 | 1 | Feb 20, 2026 |
|---|
| Spatial-Map | 1 | 1 | Feb 20, 2026 |
|---|
| Maze-Nav | 1 | 1 | Feb 20, 2026 |
|---|
| 3-class Lesion Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 8-class Lesion Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Graph Visual Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Scene and Object Comprehension | 1 | 1 | Feb 20, 2026 |
|---|
| Visual Concept Composition | 1 | 1 | Feb 20, 2026 |
|---|
| Preliminary Diagnosis | 1 | 1 | Feb 18, 2026 |
|---|
| Image Personalization | 1 | 1 | Feb 20, 2026 |
|---|