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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 |
|---|---|---|---|---|
| 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 | |
| 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 |
|---|
| Embodied Skill Evaluation | 1 | 1 | May 22, 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 |
|---|
| 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 |
|---|
| Multi-exposure HDR image reconstruction | 1 | 1 | Feb 20, 2026 |
|---|
| Few-Shot Incremental Learning | 1 | 1 | Feb 18, 2026 |
|---|
| Human Pose Discrimination | 1 | 1 | Feb 20, 2026 |
|---|
| Pathology Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Knowledge-based Vision-Language Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| 2D Computer Vision Benchmarking | 1 | 2 | Feb 20, 2026 |
|---|
| Specular View Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Computer Vision Benchmarking | 1 | 2 | May 25, 2026 |
|---|
| Vision-Centric Multi-modal Evaluation | 1 | 1 | Feb 20, 2026 |
|---|