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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 |
|---|---|---|---|---|
| 3D Hand Pose and Mesh Estimation | 1 | 2 | Feb 18, 2026 | |
| Hair Appearance Rendering | 1 | 1 | Feb 20, 2026 | |
| 4D Understanding | 1 | 1 | Feb 20, 2026 | |
| Compositional Vision-Language Reasoning | 1 | 7 | May 13, 2026 | |
| Image Understanding Evaluation | 1 | 1 | May 21, 2026 | |
| Visual Search and Comprehension | 1 | 1 | Feb 20, 2026 | |
| Two-View Change Detection | 1 | 1 | Feb 20, 2026 | |
| 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 |
|---|
| Full-Avatar Reconstruction | 1 | 1 | May 21, 2026 |
|---|
| 5-way 1-shot Few-Shot Classification | 1 | 2 | May 13, 2026 |
|---|
| Trajectory-controlled motion generation | 1 | 1 | Feb 18, 2026 |
|---|
| Micro-gesture detection | 1 | 1 | Feb 20, 2026 |
|---|
| Inverse Rendering (BaseColor) | 1 | 1 | Feb 20, 2026 |
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| Left wrist-controlled motion generation | 1 | 1 | Feb 18, 2026 |
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| Inverse Rendering (Normals) | 1 | 1 | Feb 20, 2026 |
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| Inverse Rendering (Roughness) | 1 | 1 | Feb 20, 2026 |
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| Left wrist and trajectory-controlled motion generation | 1 | 1 | Feb 18, 2026 |
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| Inverse Rendering (Metallic) | 1 | 1 | Feb 20, 2026 |
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| 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 |
|---|