Survival Analysis on TCGA-LUAD
59.5C-IndexRankByGene
Evaluation Results
| Method | Links | |
|---|---|---|
| RankByGeneImage Encoder=RankByGene2024.11 | 59.5 | |
| UNIImage Encoder=UNI2024.11 | 58.7 | |
| BLEEPImage Encoder=BLEEP2024.11 | 57.8 | |
| CTransPathImage Encoder=CTransPath2024.11 | 57.4 | |
| HEST-FTImage Encoder=HEST-FT2024.11 | 57.3 | |
| ResNet-50Image Encoder=ResNet-502024.11 | 56.3 | |
| TopoMamSurv2026.05 | 0.664 | |
| GraphMamba2026.05 | 0.647 | |
| TransMIL2026.05 | 0.645 | |
| HGT2026.05 | 0.642 | |
| Patch-GCN+VarPool2026.05 | 0.605 | |
| Patch-GCN2026.05 | 0.598 | |
| DeepGraphConv2026.05 | 0.592 | |
| GraphLSurv2026.05 | 0.585 | |
| CLAM-SB2026.05 | 0.574 | |
| CLAM-MB2026.05 | 0.567 | |
| MambaMIL2026.05 | 0.567 |