Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| 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 | |
| Compositional Explanation | 1 | 1 | Feb 18, 2026 | |
| Surgical Temporal Grounding | 1 | 1 | Feb 20, 2026 | |
| Neuron Explanation Analysis |
| 1 |
| 1 |
| Feb 18, 2026 |
| 3D Head Avatar Animation | 1 | 1 | Feb 20, 2026 |
|---|
| Neuron Explanation Quality Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-view pose transfer | 1 | 1 | Feb 20, 2026 |
|---|
| Cycle Counting | 1 | 1 | Feb 18, 2026 |
|---|
| Specular Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Class Probability Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Postoperative facial appearance prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Local tone mapping | 1 | 1 | Feb 20, 2026 |
|---|
| Monocular 3D Face Reconstruction | 1 | 4 | Feb 27, 2026 |
|---|
| Zernike coefficient prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Semantic View Synthesis (Novel View) | 1 | 1 | Feb 18, 2026 |
|---|
| Text-guided Video Inpainting | 1 | 1 | Feb 20, 2026 |
|---|
| Boundary Accuracy | 1 | 1 | Feb 18, 2026 |
|---|
| ISP Learning | 1 | 1 | Feb 20, 2026 |
|---|
| Scene Layout Estimation | 1 | 2 | May 19, 2026 |
|---|
| Multi-Image Fine-Grained Question Answering | 1 | 1 | Feb 20, 2026 |
|---|