WSI prognosis prediction on TCGA-HNSC
0.6569C-IndexSTEPH
Evaluation Results
| Method | Links | |
|---|---|---|
| STEPHTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.6569 | |
| ROUPKTTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.6257 | |
| Fine-tunedTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.6207 | |
| VanillaTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.6201 | |
| Model Avg.Training Source=Model merging-based knowledge transfer from Ms2026.03 | 0.567 | |
| Surgery AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.567 | |
| Fine-tunedTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.5638 | |
| TIES AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5522 | |
| AdaMergingTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5384 | |
| Iso-C AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.4946 |