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 |
|---|---|---|---|---|
| Race Condition Detection | 5 | 1 | Apr 6, 2026 | |
| Generative Image Modeling | 5 | 4 | Apr 28, 2026 | |
| Automatic Essay Scoring | 5 | 1 | Feb 18, 2026 | |
| Review Score Generation | 5 | 1 | Feb 19, 2026 | |
| Agentic Tasks | 5 | 4 | Jun 11, 2026 | |
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 | |
| Model Training | 5 | 2 | Apr 15, 2026 | |
| Rule Discovery | 5 | 2 | Jun 29, 2026 | |
| Sarcasm explanation generation | 5 | 3 | Feb 19, 2026 | |
| Expert Question Answering |
| 5 |
| 2 |
| Jun 4, 2026 |
| Adversarial Attack Defense | 5 | 4 | Jun 30, 2026 |
|---|
| Total Knee Replacement (TKR) risk prediction | 5 | 1 | Apr 6, 2026 |
|---|
| Trajectory Estimation Position Accuracy | 5 | 1 | Feb 21, 2026 |
|---|
| Noise Prediction | 5 | 2 | Jun 23, 2026 |
|---|
| Relative Localization | 5 | 2 | May 20, 2026 |
|---|
| Lane Following | 5 | 3 | Apr 10, 2026 |
|---|
| Vision-Language-Action Navigation | 5 | 3 | May 18, 2026 |
|---|
| Long-context memory management | 5 | 5 | Jun 25, 2026 |
|---|
| Machine health monitoring | 5 | 1 | Apr 6, 2026 |
|---|
| Agent Reasoning | 5 | 3 | Jun 15, 2026 |
|---|
| Talent Recommendation | 5 | 2 | May 26, 2026 |
|---|
| Visual generation | 5 | 5 | Jun 24, 2026 |
|---|
| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 |
|---|
| Turn-detection | 5 | 1 | Apr 3, 2026 |
|---|
| Infrared and Visible Video Fusion | 5 | 2 | Apr 3, 2026 |
|---|