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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 |
|---|---|---|---|---|
| Any-to-any Image Relighting | 1 | 1 | Feb 18, 2026 | |
| Infant respiration estimation | 1 | 1 | Feb 20, 2026 | |
| Ego-only motion forecasting | 1 | 1 | Feb 18, 2026 | |
| Domain Adaptive Semantic Segmentation | 1 | 1 | Feb 20, 2026 | |
| Cross-identity face animation | 1 | 1 | Feb 18, 2026 | |
| Depth-guided Video Generation | 1 | 1 | Feb 20, 2026 | |
| Multi-view image labeling | 1 | 1 | Feb 18, 2026 | |
| Crowd Tracking | 1 | 1 | Feb 18, 2026 | |
| Uncertainty Flagging |
| 1 |
| 1 |
| Feb 18, 2026 |
| Flow-guided Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Respiratory Disease Recognition (Asthma) | 1 | 1 | Jun 11, 2026 |
|---|
| Depth-conditioned Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Uncertain Example Categorization | 1 | 1 | Feb 18, 2026 |
|---|
| Pose-conditioned Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Online per-frame action recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Flow-conditioned Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Scribble-conditioned Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Grayscale-conditioned Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Resolving Confusion (RC) | 1 | 1 | Feb 18, 2026 |
|---|
| Pose-to-Video Generation | 1 | 2 | Mar 27, 2026 |
|---|
| Scribble-to-Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Online detection of action start | 1 | 1 | Feb 18, 2026 |
|---|
| Removing Biases | 1 | 1 | Feb 18, 2026 |
|---|
| General Vision-Language | 1 | 3 | Apr 15, 2026 |
|---|
| Surgical Action | 1 | 1 | Feb 20, 2026 |
|---|