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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Complex-valued Function Fitting | 3 | 1 | Feb 20, 2026 | |
| Heat Prediction | 3 | 1 | Feb 20, 2026 | |
| Stroke detection | 3 | 2 | Apr 7, 2026 | |
| Federated Data-level Unlearning | 3 | 1 | Feb 20, 2026 | |
| Knowledge Recovery | 3 | 2 | Apr 30, 2026 | |
| Blind text image super-resolution | 3 | 1 | Feb 18, 2026 | |
| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 | |
| Single-Turn Mathematical Reasoning | 3 | 1 | Feb 20, 2026 | |
| Major Depressive Disorder Identification |
| 3 |
| 1 |
| Mar 31, 2026 |
| Protein Reconstruction | 3 | 1 | Feb 20, 2026 |
|---|
| Box Detection | 3 | 1 | Mar 31, 2026 |
|---|
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
|---|
| Speculative Sampling | 3 | 1 | Mar 31, 2026 |
|---|
| Perceptual Image Super-Resolution | 3 | 1 | Mar 30, 2026 |
|---|
| Protein Conformation Generation | 3 | 1 | Mar 30, 2026 |
|---|
| Online Interactive Bimanual Skill Adaptation | 3 | 1 | Mar 30, 2026 |
|---|
| GUI to Code Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Autoregressive PDE rollout | 3 | 2 | Apr 9, 2026 |
|---|
| Jumper | 3 | 2 | May 26, 2026 |
|---|
| Anatomy and Pathology Image Synthesis | 3 | 1 | Feb 18, 2026 |
|---|
| Report-to-CXR Generation | 3 | 3 | Feb 21, 2026 |
|---|
| Retrieval-based Question Answering | 3 | 3 | Jun 24, 2026 |
|---|
| Jet Substructure Classification | 3 | 1 | Jun 16, 2026 |
|---|
| ADHD Classification | 3 | 3 | Jun 2, 2026 |
|---|
| Radar-to-Radar Place Recognition | 3 | 1 | Mar 30, 2026 |
|---|