WSI prognosis prediction on TCGA-LIHC
0.7585C-IndexSTEPH
Evaluation results
| Method | Links | |
|---|---|---|
| STEPHTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.7585 | |
| ROUPKTTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.7563 | |
| VanillaTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.7265 | |
| Fine-tunedTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.7253 | |
| TIES AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.7009 | |
| Fine-tunedTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.6276 | |
| Surgery AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5794 | |
| AdaMergingTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5567 | |
| Model Avg.Training Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5553 | |
| Iso-C AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5406 |