Clinical Risk Prediction on Clinical EMR Dataset
87.5AUCOrthTD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OrthTDModality (Fusion)=Tabular + Text (Fusion)2026.05 | 87.5 | 37.2 | |
| TabPFNModality (Fusion)=Tabular2026.05 | 87.1 | 32.9 | |
| FT-TransformerModality (Fusion)=Tabular2026.05 | 86.7 | 32.5 | |
| LightGBMModality (Fusion)=Tabular2026.05 | 86.3 | 31.4 | |
| MLPModality (Fusion)=Tabular + Text (Concat)2026.05 | 86.2 | 30.8 | |
| XGBoostModality (Fusion)=Tabular2026.05 | 85.5 | 29.7 | |
| TransformerModality (Fusion)=Tabular + Text (Concat)2026.05 | 84.7 | 28.6 |