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 |
|---|---|---|---|---|
| Pairwise Solution Preference Prediction | 1 | 1 | Feb 19, 2026 | |
| Bottom-right fashion item classification | 1 | 1 | Feb 18, 2026 | |
| Snapshot Spectral Image Reconstruction | 1 | 1 | Apr 23, 2026 | |
| View-change prediction | 1 | 1 | Feb 19, 2026 | |
| Category Recognition | 1 | 1 | Feb 18, 2026 | |
| Deblurring HDR NVS | 1 | 1 | Feb 19, 2026 | |
| Colony Counting | 1 | 1 | Apr 23, 2026 | |
| End-task Classification | 1 | 1 | Feb 18, 2026 | |
| Patient-level fracture detection |
| 1 |
| 1 |
| Feb 19, 2026 |
| Lighting Condition Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 6DoF visual localization | 1 | 1 | Feb 18, 2026 |
|---|
| Patient Level Fracture Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Vertebra Fracture Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Hand-only Mesh Recovery | 1 | 1 | Feb 18, 2026 |
|---|
| Viewpoint Robustness | 1 | 1 | Feb 19, 2026 |
|---|
| Sewer Pipe Defect Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Height Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 2-body Human Pose Forecasting | 1 | 1 | Feb 18, 2026 |
|---|
| Graph Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Deep Leakage Reconstruction | 1 | 1 | Feb 19, 2026 |
|---|
| Person Identity Classification | 1 | 2 | Feb 18, 2026 |
|---|
| Burst low-light enhancement | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Video Question Answering | 1 | 1 | Feb 19, 2026 |
|---|
| Relative Position | 1 | 1 | Feb 19, 2026 |
|---|
| Generalized Zero-Shot Retrieval (Text-to-Audio-Video) | 1 | 1 | Feb 18, 2026 |
|---|