| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Three-class dementia classification | LEADS 10-fold cross validation (in-domain) | AUC0.915 | 13 | |
| Fine-grained CI discrimination | LEADS 10-fold cross validation (in-domain) | AUC93.8 | 13 | |
| Two-class dementia classification | LEADS 10-fold cross validation (in-domain) | AUC96.6 | 13 | |
| Systematic review search strategy generation | LEADSInstruct (full) | Avg Recall0.87 | 4 |