Survival Prediction on HANCOCK (5-fold patient-wise cross-val)
84.96Mean AUCMulti-FRuGaL
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Multi-FRuGaLStrategy=Multi-FRuGaL2026.06 | 84.96 | 77.4 | 88.3 | 51 | 69.6 | 80.1 | |
| LANISTRStrategy=Generative Fusion2026.06 | 60.1 | 63.2 | 74.5 | 52 | 60.4 | 61.6 | |
| MulTStrategy=Cross-Attention2026.06 | 54.3 | 56.7 | 69.2 | 44.4 | 56.7 | 59.7 | |
| HONeYBEEStrategy=Feature concat + MLP2026.06 | 53.1 | 55.9 | 68.7 | 42.2 | 55.4 | 57.6 |