Longitudinal Risk Modeling on UK Biobank (365-day horizon)
77.3AUC (365d)Multimodal FM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Multimodal FMparameters=220M2026.01 | 77.3 | 73.9 | 15.4 | |
| Late Fusion2026.01 | 74.8 | 71.6 | 16.9 | |
| ContextClues2026.01 | 73.4 | 70.1 | 17.6 | |
| CEHR-BERT2026.01 | 72.1 | 68.9 | 18.2 | |
| HiMAE2026.01 | 71.1 | 67.8 | 18.7 | |
| PaPaGei2026.01 | 70.3 | 67.2 | 19.1 |