WSI prognosis prediction on TCGA-KIPAN
0.8228C-IndexSTEPH
Evaluation results
| Method | Links | |
|---|---|---|
| STEPHTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.8228 | |
| ROUPKTTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.8096 | |
| VanillaTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.8094 | |
| Fine-tunedTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.808 | |
| TIES AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.7866 | |
| Surgery AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.7172 | |
| Iso-C AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.7058 | |
| Fine-tunedTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.643 | |
| Model Avg.Training Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5849 | |
| AdaMergingTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5529 |