Survival Prediction on GBMLGG
0.8811C-indexMurreNet w/ IC-DiT
Evaluation Results
| Method | Links | |
|---|---|---|
| MurreNet w/ IC-DiTTrain Data=Real+Synth2026.03 | 0.8811 | |
| MurreNet w/ PathDiffTrain Data=Real+Synth2026.03 | 0.8779 | |
| CMTA w/ IC-DiTTrain Data=Real+Synth2026.03 | 0.8754 | |
| MurreNetTrain Data=Real2026.03 | 0.8734 | |
| Porpoise w/ IC-DiTTrain Data=Real+Synth2026.03 | 0.8702 | |
| CMTA w/ PathDiffTrain Data=Real+Synth2026.03 | 0.8614 | |
| HFBSurv w/ IC-DiTTrain Data=Real+Synth2026.03 | 0.8606 | |
| Porpoise w/ PathDiffTrain Data=Real+Synth2026.03 | 0.8585 | |
| CMTATrain Data=Real2026.03 | 0.8531 | |
| PorpoiseTrain Data=Real2026.03 | 0.8479 | |
| HFBSurv w/ PathDiffTrain Data=Real+Synth2026.03 | 0.8452 | |
| HFBSurvTrain Data=Real2026.03 | 0.8383 | |
| MurreNet w/ IC-DiTTrain Data=Synth2026.03 | 0.8251 | |
| CMTA w/ IC-DiTTrain Data=Synth2026.03 | 0.8129 | |
| MurreNet w/ PathDiffTrain Data=Synth2026.03 | 0.7993 | |
| CrossFusionScale=Multi Scale, Backbone=ResNet502025.03 | 0.797 | |
| HFBSurv w/ IC-DiTTrain Data=Synth2026.03 | 0.7924 | |
| CMTA w/ PathDiffTrain Data=Synth2026.03 | 0.7891 | |
| CrossFusion w/o CPScale=Multi Scale, Backbone=ResNet502025.03 | 0.787 | |
| CrossFusion w/o F&CScale=Multi Scale, Backbone=ResNet502025.03 | 0.782 | |
| MuSTMILScale=Multi Scale, Backbone=ResNet502025.03 | 0.78 | |
| ProtoSurvScale=Single Scale, Backbone=ResNet502025.03 | 0.776 | |
| PatchGCNScale=Single Scale, Backbone=ResNet502025.03 | 0.774 | |
| HIPTScale=Multi Scale, Backbone=ResNet502025.03 | 0.773 | |
| TransMILScale=Single Scale, Backbone=ResNet502025.03 | 0.772 | |
| ZoomMILScale=Multi Scale, Backbone=ResNet502025.03 | 0.77 | |
| DeepGraphSurvScale=Single Scale, Backbone=ResNet502025.03 | 0.764 | |
| SCMILScale=Single Scale, Backbone=ResNet502025.03 | 0.763 | |
| Porpoise w/ IC-DiTTrain Data=Synth2026.03 | 0.7613 | |
| AMILScale=Single Scale, Backbone=ResNet502025.03 | 0.759 | |
| CSMILScale=Multi Scale, Backbone=ResNet502025.03 | 0.742 | |
| HFBSurv w/ PathDiffTrain Data=Synth2026.03 | 0.7418 | |
| Porpoise w/ PathDiffTrain Data=Synth2026.03 | 0.7383 | |
| DSMILScale=Single Scale, Backbone=ResNet502025.03 | 0.728 |