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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 |
|---|---|---|---|---|
| Alzheimer's Detection | 5 | 2 | Apr 21, 2026 | |
| Univariate Time Series Anomaly Detection | 5 | 3 | Jun 9, 2026 | |
| Color Editing | 5 | 3 | Feb 18, 2026 | |
| Natural Language Understanding and Reasoning | 5 | 5 | May 19, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| Paragraph Generation | 5 | 6 | Feb 22, 2026 | |
| Theme Detection | 5 | 2 | Mar 31, 2026 | |
| Image-to-text | 5 | 4 | Jun 2, 2026 | |
| Point Cloud Part Segmentation | 5 | 5 | Jun 11, 2026 | |
| Monolingual Word Alignment |
| 5 |
| 1 |
| Feb 18, 2026 |
| True/False Question Answering | 5 | 5 | Jun 18, 2026 |
|---|
| Aesthetic Quality Assessment | 5 | 4 | Apr 20, 2026 |
|---|
| Spoken Dialogue | 5 | 5 | Mar 26, 2026 |
|---|
| Race Condition Detection | 5 | 1 | Apr 6, 2026 |
|---|
| Repository-level code completion | 5 | 3 | Apr 23, 2026 |
|---|
| SASV | 5 | 1 | Feb 21, 2026 |
|---|
| 3D Open-vocabulary Instance Segmentation | 5 | 2 | Feb 27, 2026 |
|---|
| Authenticity Classification | 5 | 1 | Feb 21, 2026 |
|---|
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 |
|---|
| Vehicle Tracking | 5 | 3 | Feb 21, 2026 |
|---|
| Model Training | 5 | 2 | Apr 15, 2026 |
|---|
| Rule Discovery | 5 | 2 | Jun 29, 2026 |
|---|
| Pneumonia Detection | 5 | 5 | Feb 22, 2026 |
|---|
| Long-horizon navigation | 5 | 2 | May 19, 2026 |
|---|
| Dialect Classification | 5 | 4 | Jun 18, 2026 |
|---|