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 |
|---|---|---|---|---|
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| Clinical concept extraction | 4 | 2 | Mar 10, 2026 | |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 | |
| Rumour Detection | 4 | 4 | Mar 25, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| Conversational Semantic Parsing | 4 | 2 | Feb 18, 2026 | |
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| Visual Sound Source Localization | 4 | 2 | Mar 25, 2026 | |
| Audio-visual localization | 4 | 2 | Mar 25, 2026 |
| Conversational Emotion Recognition | 4 | 15 | May 19, 2026 |
|---|
| Hurst estimation | 4 | 1 | Feb 21, 2026 |
|---|
| Image-Language Understanding | 4 | 2 | Feb 19, 2026 |
|---|
| Customer-to-shop clothes retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
|---|
| Deformable object simulation | 4 | 1 | Feb 21, 2026 |
|---|
| Task Adaptation | 4 | 2 | Feb 18, 2026 |
|---|
| Exemplar-based 3D Generation | 4 | 1 | Feb 18, 2026 |
|---|
| Implicit Representation | 4 | 1 | Feb 21, 2026 |
|---|
| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
|---|
| Thoracic Disease Classification | 4 | 17 | Jun 4, 2026 |
|---|
| Video Dehazing | 4 | 2 | May 13, 2026 |
|---|
| Multi-object Navigation | 4 | 2 | Mar 31, 2026 |
|---|
| Distribution Generation | 4 | 1 | Feb 18, 2026 |
|---|
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|