Survival Analysis on TCGA KIRP (test)
0.8184C-IndexMARBLE
Evaluation Results
| Method | Links | |
|---|---|---|
| MARBLE2026.02 | 0.8184 | |
| HEALNetFusion strategy=Hybrid early-fusion2023.11 | 0.812 | |
| MOTCATFusion strategy=Intermediate2023.11 | 0.81 | |
| 2DMambaMIL2026.02 | 0.8027 | |
| DTFD-MIL2026.02 | 0.7933 | |
| S4-MIL2026.02 | 0.7905 | |
| PorpoiseFusion strategy=Late2023.11 | 0.79 | |
| MCATFusion strategy=Intermediate2023.11 | 0.789 | |
| PerceiverFusion strategy=Early Fusion2023.11 | 0.783 | |
| ABMIL2026.02 | 0.7824 | |
| MambaMIL2026.02 | 0.7822 | |
| Uni-modalModality=Omics2023.11 | 0.78 | |
| MultiModNFusion strategy=Sequential Fusion2023.11 | 0.753 | |
| SRMambaMIL2026.02 | 0.7424 | |
| TransMIL2026.02 | 0.7317 | |
| CLAM2026.02 | 0.7197 | |
| DSMIL2026.02 | 0.7122 | |
| Uni-modalModality=WSI2023.11 | 0.533 |