| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Uncertainty Estimation | Dreaddit | AUROC0.813 | 9 | |
| Predictive Performance | Dreaddit | Accuracy83.5 | 9 | |
| Thematic Analysis | Dreaddit | Composite Quality Score0.462 | 8 | |
| Text Classification | Dreaddit (full) | Accuracy82.3 | 8 | |
| Mental health classification | Dreaddit | F1 Score86.1 | 4 | |
| Calibration | Dreaddit (test) | ECE0.226 | 2 |