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 |
|---|---|---|---|---|
| Agentic Tasks | 5 | 4 | Jun 11, 2026 | |
| Model Training | 5 | 2 | Apr 15, 2026 | |
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 | |
| Rule Discovery | 5 | 2 | Jun 29, 2026 | |
| Relative Localization | 5 | 2 | May 20, 2026 | |
| Total Knee Replacement (TKR) risk prediction | 5 | 1 | Apr 6, 2026 | |
| Expert Question Answering | 5 | 2 | Jun 4, 2026 | |
| Noise Prediction | 5 | 2 | Jun 23, 2026 | |
| Trajectory Estimation Position Accuracy |
| 5 |
| 1 |
| Feb 21, 2026 |
| Multivariate Causal Ordering | 5 | 1 | Apr 7, 2026 |
|---|
| Machine health monitoring | 5 | 1 | Apr 6, 2026 |
|---|
| Review Score Generation | 5 | 1 | Feb 19, 2026 |
|---|
| General Continual Learning | 5 | 1 | Feb 18, 2026 |
|---|
| Talent Recommendation | 5 | 2 | May 26, 2026 |
|---|
| Vision-Language-Action Navigation | 5 | 3 | May 18, 2026 |
|---|
| Lane Following | 5 | 3 | Apr 10, 2026 |
|---|
| Quantum capability learning | 5 | 1 | Feb 18, 2026 |
|---|
| Auto-focusing | 5 | 1 | Feb 18, 2026 |
|---|
| Long-context memory management | 5 | 5 | Jun 25, 2026 |
|---|
| Hypernym discovery | 5 | 2 | Feb 18, 2026 |
|---|
| Agent Reasoning | 5 | 3 | Jun 15, 2026 |
|---|
| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 |
|---|
| Visual generation | 5 | 5 | Jun 24, 2026 |
|---|
| JPEG artifact reduction | 5 | 8 | May 26, 2026 |
|---|
| Adversarial Attack Defense | 5 | 4 | Jun 30, 2026 |
|---|