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 |
|---|---|---|---|---|
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| Occlusion Detection | 5 | 2 | Feb 18, 2026 | |
| Optic Cup / Disc Segmentation | 5 | 6 | Apr 24, 2026 | |
| SASV | 5 | 1 | Feb 21, 2026 | |
| True/False Question Answering | 5 | 5 | Jun 18, 2026 | |
| Race Condition Detection | 5 | 1 | Apr 6, 2026 | |
| Knowledge gap detection | 5 | 1 | Apr 6, 2026 | |
| Traffic Demand Prediction | 5 | 1 | Feb 18, 2026 | |
| Long-horizon navigation | 5 | 2 | May 19, 2026 | |
| Authenticity Classification |
| 5 |
| 1 |
| Feb 21, 2026 |
| Video Anomaly Localization | 5 | 3 | Jun 30, 2026 |
|---|
| Phrase Localization | 5 | 7 | Feb 18, 2026 |
|---|
| Optical Music Recognition | 5 | 2 | Apr 21, 2026 |
|---|
| Dialect Classification | 5 | 4 | Jun 18, 2026 |
|---|
| Cross-lingual sentence retrieval | 5 | 5 | Feb 22, 2026 |
|---|
| Machine Unlearning Evaluation | 5 | 2 | Mar 31, 2026 |
|---|
| Spoken Dialogue | 5 | 5 | Mar 26, 2026 |
|---|
| Protein Generation | 5 | 4 | May 28, 2026 |
|---|
| 3D Vehicle Detection | 5 | 6 | Mar 18, 2026 |
|---|
| Rule Discovery | 5 | 2 | Jun 29, 2026 |
|---|
| Plug Insertion | 5 | 3 | Jul 3, 2026 |
|---|
| Total Knee Replacement (TKR) risk prediction | 5 | 1 | Apr 6, 2026 |
|---|
| Multi-instance Learning Classification | 5 | 1 | May 28, 2026 |
|---|
| Model Training | 5 | 2 | Apr 15, 2026 |
|---|
| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
|---|