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 |
|---|---|---|---|---|
| Generic Personal Instance Retrieval | 1 | 1 | Feb 18, 2026 | |
| Hand-only Human Mesh Recovery | 1 | 1 | May 12, 2026 | |
| Dynamic Rendering | 1 | 1 | May 12, 2026 | |
| Universal Recontextualization | 1 | 1 | Feb 19, 2026 | |
| Pixel-level failure detection | 1 | 1 | Feb 18, 2026 | |
| Image-editing evaluation summary | 1 | 1 | May 12, 2026 | |
| Distortion-aware saliency prediction | 1 | 1 | Feb 20, 2026 | |
| Face Inversion | 1 | 1 | Feb 18, 2026 | |
| 1 |
| 1 |
| Feb 18, 2026 |
| Facial Normal Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Pelvic bone segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Bird's Eye View Object Detection (Pedestrian) | 1 | 3 | Feb 18, 2026 |
|---|
| Vectorized HD Map Learning | 1 | 9 | Jul 1, 2026 |
|---|
| Continual Multi-category Anomaly Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Monkeypox Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Lumpy Skin Disease Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Tumor Subtyping | 1 | 1 | Feb 20, 2026 |
|---|
| Movie Scene Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Bird's Eye View Object Detection (Cyclist) | 1 | 2 | Feb 22, 2026 |
|---|
| Face Attribute Recognition | 1 | 2 | Feb 20, 2026 |
|---|
| Radiological Diagnosis | 1 | 1 | Feb 20, 2026 |
|---|
| Point Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial Question Answering (SQA) | 1 | 2 | Mar 4, 2026 |
|---|
| Image Person Re-identification | 1 | 1 | Feb 18, 2026 |
|---|
| fMRI-to-Video Retrieval | 1 | 1 | Feb 20, 2026 |
|---|