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 |
|---|---|---|---|---|
| Identity-Preserving Text-to-Video | 1 | 1 | Feb 18, 2026 | |
| Multi-reference Image Super-resolution | 1 | 1 | Feb 18, 2026 | |
| Motion Description | 1 | 4 | Feb 27, 2026 | |
| Road Topology Understanding | 1 | 1 | Feb 18, 2026 | |
| Keyframe Selection | 1 | 1 | Feb 18, 2026 | |
| Ego-action Prediction | 1 | 1 | Feb 18, 2026 | |
| Agent Trajectory Prediction | 1 | 1 | Feb 18, 2026 | |
| Text-Based Human Motion Editing | 1 | 1 | Feb 18, 2026 | |
| 1 |
| 1 |
| Mar 17, 2026 |
| Body Part Detection | 1 | 1 | Feb 18, 2026 |
|---|
| HOI Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Joint Low-light Enhancement and Deblurring | 1 | 4 | Jun 18, 2026 |
|---|
| HOI Interpolation | 1 | 1 | Feb 18, 2026 |
|---|
| Color Alteration | 1 | 1 | Mar 17, 2026 |
|---|
| Low-light Image Deblurring | 1 | 1 | Feb 18, 2026 |
|---|
| HOI to text generation | 1 | 1 | Feb 18, 2026 |
|---|
| Brain invasion identification | 1 | 1 | Feb 18, 2026 |
|---|
| Meningioma grade prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Surgical Gesture Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-class Tumour Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Camera intrinsics estimation | 1 | 2 | Apr 27, 2026 |
|---|
| Audio-Visual Action Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Sparse Depth Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-temporal Cloud Removal | 1 | 1 | Feb 18, 2026 |
|---|
| Comprehensive Multi-modal Evaluation | 1 | 13 | Jul 3, 2026 |
|---|