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 |
|---|---|---|---|---|
| Longitudinal Brain MRI Completion | 2 | 2 | Feb 20, 2026 | |
| ISUP grading | 2 | 1 | Feb 18, 2026 | |
| Myometrial invasion classification | 2 | 1 | Feb 25, 2026 | |
| Multi-Tag Selection | 2 | 1 | Feb 18, 2026 | |
| Object-level interaction | 2 | 1 | Feb 18, 2026 | |
| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 | |
| 3D Spatial Grounding | 2 | 1 | Feb 25, 2026 | |
| Planar Tracking | 2 | 1 | Feb 25, 2026 | |
| Fundus Image Classification |
| 2 |
| 1 |
| Feb 25, 2026 |
| Vessel Caliber [median] Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Pointwise Reasoning Evaluation | 2 | 1 | Feb 25, 2026 |
|---|
| Instance Search | 2 | 1 | Feb 18, 2026 |
|---|
| Endoscopic scene reconstruction | 2 | 1 | Feb 18, 2026 |
|---|
| Glass detection | 2 | 2 | Jun 11, 2026 |
|---|
| Regional Captioning | 2 | 1 | Feb 25, 2026 |
|---|
| Vessel Caliber [std] Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Aerial Goal Localization | 2 | 1 | Feb 18, 2026 |
|---|
| Motion Description Retrieval | 2 | 1 | Feb 18, 2026 |
|---|
| Biometry measurement | 2 | 1 | Feb 25, 2026 |
|---|
| Depth classification | 2 | 2 | Apr 14, 2026 |
|---|
| Frame-level Video Anomaly Detection | 2 | 2 | Mar 17, 2026 |
|---|
| Event-based video frame reconstruction | 2 | 1 | Feb 24, 2026 |
|---|
| Target Counting | 2 | 1 | Feb 24, 2026 |
|---|
| Tortuosity [median] Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Visual Pattern Recognition | 2 | 4 | Apr 30, 2026 |
|---|