Survival Prediction on LUSC
0.6095C-indexR2T-MIL
Evaluation Results
| Method | Links | |
|---|---|---|
| R2T-MILBackbone=ResNet-502024.02 | 0.6095 | |
| R2T-MILBackbone=PLIP2024.02 | 0.6042 | |
| IBMILBackbone=ResNet-502024.02 | 0.5918 | |
| TransMILBackbone=PLIP2024.02 | 0.5884 | |
| SPAN-MILFeatures=UNI2024.06 | 0.584 | |
| CLAMBackbone=PLIP2024.02 | 0.58 | |
| DTFD-MILBackbone=PLIP2024.02 | 0.5775 | |
| IBMILBackbone=PLIP2024.02 | 0.5733 | |
| AB-MILBackbone=PLIP2024.02 | 0.5712 | |
| CLAMBackbone=ResNet-502024.02 | 0.5665 | |
| AB-MILBackbone=ResNet-502024.02 | 0.5651 | |
| TransMILBackbone=ResNet-502024.02 | 0.5639 | |
| DSMILBackbone=PLIP2024.02 | 0.5612 | |
| MHIM-MILBackbone=ResNet-502024.02 | 0.5608 | |
| MHIM-MILBackbone=PLIP2024.02 | 0.5595 | |
| DTFD-MILBackbone=ResNet-502024.02 | 0.5516 | |
| DSMILBackbone=ResNet-502024.02 | 0.5503 | |
| CLAM-SBFeatures=UNI2024.06 | 0.528 | |
| CLAM-MBFeatures=UNI2024.06 | 0.519 | |
| ACMILFeatures=UNI2024.06 | 0.5 | |
| ABMILFeatures=UNI2024.06 | 0.5 | |
| DSMILFeatures=UNI2024.06 | 0.498 | |
| TransMILFeatures=UNI2024.06 | 0.488 | |
| RRTMILFeatures=UNI2024.06 | 0.455 |