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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 |
|---|---|---|---|---|
| Reference-based Video Editing (Add) | 1 | 1 | Feb 20, 2026 | |
| Bottom-up perceptual grouping | 1 | 1 | Feb 18, 2026 | |
| Image-level Target Presence Detection | 1 | 1 | Feb 20, 2026 | |
| Body Motion Tracking | 1 | 1 | Feb 20, 2026 | |
| 3D Character Re-posing | 1 | 1 | Feb 20, 2026 | |
| Trajectory-controlled motion generation | 1 | 1 | Feb 18, 2026 | |
| Micro-gesture detection | 1 | 1 | Feb 20, 2026 | |
| Cerebral artery vessel segmentation | 1 | 1 | Feb 20, 2026 | |
| Font Reconstruction |
| 1 |
| 1 |
| Feb 18, 2026 |
| Inverse Rendering (BaseColor) | 1 | 1 | Feb 20, 2026 |
|---|
| Left wrist-controlled motion generation | 1 | 1 | Feb 18, 2026 |
|---|
| Inverse Rendering (Normals) | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-view Mathematical Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Inverse Rendering (Roughness) | 1 | 1 | Feb 20, 2026 |
|---|
| Left wrist and trajectory-controlled motion generation | 1 | 1 | Feb 18, 2026 |
|---|
| Inverse Rendering (Metallic) | 1 | 1 | Feb 20, 2026 |
|---|
| Inverse Rendering (Depth) | 1 | 1 | Feb 20, 2026 |
|---|
| Left wrist and right foot-controlled motion generation | 1 | 1 | Feb 18, 2026 |
|---|
| Neural Forward Frame Rendering | 1 | 1 | Feb 20, 2026 |
|---|
| High-Resolution Multimodal Understanding | 1 | 2 | Mar 5, 2026 |
|---|
| Intrinsic Rendering | 1 | 1 | Feb 20, 2026 |
|---|
| Damaged Content Prediction | 1 | 1 | Feb 18, 2026 |
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| Facial Expression Intensity Regression | 1 | 1 | Feb 20, 2026 |
|---|
| Skeleton-based Anomaly Detection | 1 | 1 | Feb 18, 2026 |
|---|
| 4D Spatio-temporal Reasoning | 1 | 5 | Mar 31, 2026 |
|---|