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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 |
|---|---|---|---|---|
| Left wrist and trajectory-controlled motion generation | 1 | 1 | Feb 18, 2026 | |
| Compositional Scene Understanding | 1 | 3 | Apr 16, 2026 | |
| Retinal Vessel Analysis | 1 | 1 | Feb 20, 2026 | |
| Mask-Wear Monitoring | 1 | 1 | Feb 20, 2026 | |
| Order Sensitivity | 1 | 1 | Feb 18, 2026 | |
| Pothole Detection | 1 | 1 | Feb 20, 2026 | |
| Pavement Crack Detect | 1 | 1 | Feb 20, 2026 | |
| Binary Glass Segmentation | 1 | 1 | Feb 20, 2026 | |
| Super-Resolution (x4 upscaling) |
| 1 |
| 1 |
| Feb 18, 2026 |
| Any-to-any Image Relighting | 1 | 1 | Feb 18, 2026 |
|---|
| Infant respiration estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Biometric Verification | 1 | 1 | Jun 9, 2026 |
|---|
| Damaged Content Prediction | 1 | 1 | Feb 18, 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 |
|---|
| 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 |
|---|