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 |
|---|---|---|---|---|
| EEG-to-Text Retrieval | 2 | 1 | Feb 20, 2026 | |
| Course Recommendation | 2 | 2 | May 27, 2026 | |
| Sentence translation retrieval | 2 | 1 | Feb 18, 2026 | |
| Architecture Generation | 2 | 1 | Mar 19, 2026 | |
| Review Ranking | 2 | 2 | Jun 9, 2026 | |
| Multi-behavior Recommendation (Purchase behavior) | 2 | 1 | Feb 20, 2026 | |
| Multi-behavior Recommendation (Click behavior) | 2 | 1 | Feb 20, 2026 | |
| Multi-behavior Recommendation (Favourite behavior) | 2 | 1 | Feb 20, 2026 | |
| Robot Picking | 2 |
| 1 |
| Mar 18, 2026 |
| Interactive part segmentation | 2 | 1 | Mar 18, 2026 |
|---|
| Power Estimation | 2 | 1 | Feb 18, 2026 |
|---|
| Deformable Object Manipulation | 2 | 2 | Jul 3, 2026 |
|---|
| Gaussian Deblur 9 | 2 | 1 | Mar 18, 2026 |
|---|
| Super Resolution 12x | 2 | 1 | Mar 18, 2026 |
|---|
| Early Fake News Detection | 2 | 1 | Feb 20, 2026 |
|---|
| Audio Watermark Decoding | 2 | 1 | Mar 18, 2026 |
|---|
| Gaussian Deblur 6 | 2 | 1 | Mar 18, 2026 |
|---|
| Ad and Promotion Recommendation | 2 | 1 | Feb 20, 2026 |
|---|
| Knowledge-enhanced Text Generation | 2 | 1 | Mar 18, 2026 |
|---|
| Logical Query Reasoning | 2 | 1 | Feb 18, 2026 |
|---|
| Inverse reconstruction | 2 | 1 | Mar 18, 2026 |
|---|
| Predicting Hierarchical Relationships | 2 | 1 | Feb 18, 2026 |
|---|
| Task Affinity Prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Hierarchical Relationship Prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Textile pattern generation | 2 | 1 | Mar 18, 2026 |
|---|