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 |
|---|---|---|---|---|
| Ordinal Consistency | 5 | 1 | Feb 21, 2026 | |
| Multivariate Causal Ordering | 5 | 1 | Apr 7, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| Cuboid layout estimation | 5 | 11 | Feb 18, 2026 | |
| Interleaved Image-Text Generation | 5 | 7 | Jun 12, 2026 | |
| Race Condition Detection | 5 | 1 | Apr 6, 2026 | |
| Sketch-to-Image Synthesis | 5 | 3 | Mar 11, 2026 | |
| Multi-discipline Multimodal Understanding | 5 | 87 | Jul 8, 2026 | |
| Knowledge gap detection |
| 5 |
| 1 |
| Apr 6, 2026 |
| Long-horizon navigation | 5 | 2 | May 19, 2026 |
|---|
| Robot Dynamics Modeling | 5 | 4 | Jun 11, 2026 |
|---|
| Triangulation | 5 | 2 | May 8, 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 |
|---|
| Review Score Generation | 5 | 1 | Feb 19, 2026 |
|---|
| Relative Localization | 5 | 2 | May 20, 2026 |
|---|
| Noise Prediction | 5 | 2 | Jun 23, 2026 |
|---|
| Machine health monitoring | 5 | 1 | Apr 6, 2026 |
|---|
| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
|---|
| Total Knee Replacement (TKR) risk prediction | 5 | 1 | Apr 6, 2026 |
|---|
| Dose Prediction | 5 | 5 | Jun 29, 2026 |
|---|
| Trajectory Estimation Position Accuracy | 5 | 1 | Feb 21, 2026 |
|---|
| Lane Following | 5 | 3 | Apr 10, 2026 |
|---|