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 |
|---|---|---|---|---|
| Extrapolation of data source compositions | 8 | 1 | Feb 18, 2026 | |
| Conversational Search | 8 | 4 | Apr 10, 2026 | |
| Distributional Fit of Potential Outcomes | 8 | 1 | Apr 16, 2026 | |
| Auto-Bidding and Pricing | 8 | 1 | Apr 8, 2026 | |
| Label Shift Estimation | 8 | 1 | Apr 3, 2026 | |
| MS lesion segmentation | 8 | 3 | May 12, 2026 | |
| Interval forecasting | 8 | 2 | Apr 20, 2026 | |
| Phrase Detection | 8 | 7 | Feb 27, 2026 | |
| Relationship Detection | 8 | 8 | Mar 6, 2026 |
| General Speech Restoration | 8 | 4 | Jul 9, 2026 |
|---|
| Semantic Instance Segmentation | 8 | 4 | Apr 13, 2026 |
|---|
| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
|---|
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
|---|
| Fake News Video Detection | 8 | 3 | Apr 10, 2026 |
|---|
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
|---|
| Highlight Removal | 8 | 3 | Mar 4, 2026 |
|---|
| Image Customization | 8 | 2 | Jul 1, 2026 |
|---|
| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 |
|---|
| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
|---|
| Fixed effect estimation | 8 | 1 | Feb 18, 2026 |
|---|
| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
|---|
| Text Ranking | 8 | 2 | Jul 2, 2026 |
|---|
| Long Text Generation | 8 | 3 | May 13, 2026 |
|---|
| Skin Disease Classification | 8 | 4 | Feb 21, 2026 |
|---|
| Multi-Aspect Controllable Text Generation | 8 | 1 | Feb 18, 2026 |
|---|