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 |
|---|---|---|---|---|
| Mono-temporal Cloud Removal | 3 | 1 | Feb 18, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Bird's Eye View | 3 | 1 | Feb 18, 2026 | |
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Open-world Instance Segmentation | 3 | 3 | Feb 18, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Open-set Identification |
| 3 |
| 2 |
| Jun 9, 2026 |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Trajectory Prediction and Robot Action Planning | 3 | 1 | Feb 18, 2026 |
|---|
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Apparent Age Estimation | 3 | 2 | Jun 23, 2026 |
|---|
| Driving Scene Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| Skeleton and Surface Mesh Recovery | 3 | 1 | Mar 17, 2026 |
|---|
| Lane Segmentation | 3 | 4 | Mar 31, 2026 |
|---|
| Offline Class-Incremental Learning | 3 | 1 | Feb 18, 2026 |
|---|
| Object Completion | 3 | 2 | May 13, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Offline Class-Incremental Continual Learning | 3 | 1 | Feb 18, 2026 |
|---|
| Offline Task-Incremental Continual Learning | 3 | 1 | Feb 18, 2026 |
|---|