| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Custom Dataset | Features+ML | Accuracy64.5 | 7 | 1mo ago | |
| HalOmi Zero-Shot 1.0 | ALTI+ | ROC AUC0.84 | 7 | 3mo ago | |
| HalOmi Low-Resource 1.0 | OTTAWA | ROC AUC0.76 | 7 | 3mo ago | |
| HalOmi High-Resource 1.0 | OTTAWA | ROC AUC81 | 7 | 3mo ago | |
| Kaggle Mental Health Dataset | Random Forest | F1-Score59.1 | 5 | 1mo ago | |
| Kaggle Dataset | Accuracy65.2 | 4 | 1mo ago | ||
| AbsenceBench (val) | Poetry Micro-F198.63 | 3 | 5d ago | ||
| DocENT PoSh | Soft-MSD | Accuracy62.1 | 3 | 26d ago |
