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 |
|---|---|---|---|---|
| Music Recommendation | 26 | 6 | Jun 15, 2026 | |
| Low-dose CT Denoising | 26 | 14 | Jul 3, 2026 | |
| Multi-document summarization | 26 | 19 | Jun 24, 2026 | |
| OCR | 26 | 15 | May 27, 2026 | |
| Molecular Classification | 26 | 9 | May 12, 2026 | |
| Rashomon Set Approximation | 26 | 2 | Jun 2, 2026 | |
| Embodied Task Completion | 26 | 30 | Jun 26, 2026 | |
| Video Quality Enhancement | 26 | 4 | Jul 8, 2026 | |
| Behavioral Stylometry | 26 | 1 | Feb 18, 2026 | |
| 26 |
| 10 |
| Jul 7, 2026 |
| Brain Network Classification | 26 | 12 | Jul 9, 2026 |
|---|
| Generalized Zero-Shot Learning | 26 | 27 | May 28, 2026 |
|---|
| Shape Correspondence | 26 | 12 | Jul 8, 2026 |
|---|
| 3D Lane Detection | 26 | 17 | Jul 1, 2026 |
|---|
| Image Completion | 26 | 13 | Jun 2, 2026 |
|---|
| Runtime Efficiency | 26 | 3 | May 22, 2026 |
|---|
| Text Reconstruction | 26 | 10 | Jun 18, 2026 |
|---|
| Geometry Problem Solving | 26 | 20 | Jun 29, 2026 |
|---|
| Epidemic Forecasting | 26 | 6 | Jun 1, 2026 |
|---|
| Active Mapping | 26 | 4 | May 29, 2026 |
|---|
| Molecular Property Classification | 26 | 21 | Jun 23, 2026 |
|---|
| Indirect Prompt Injection Defense | 26 | 13 | Jun 24, 2026 |
|---|
| Online Conformal Prediction | 26 | 7 | Jun 11, 2026 |
|---|
| Fine-grained Visual Categorization | 26 | 29 | May 18, 2026 |
|---|
| Interactive Image Segmentation | 26 | 7 | Jun 30, 2026 |
|---|