WSI prognosis prediction on TCGA-STES
0.6708C-IndexROUPKT
Evaluation Results
| Method | Links | |
|---|---|---|
| ROUPKTTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.6708 | |
| STEPHTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.6698 | |
| Fine-tunedTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.6694 | |
| VanillaTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.6648 | |
| Fine-tunedTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.6155 | |
| TIES AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.608 | |
| Surgery AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5825 | |
| Model Avg.Training Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5707 | |
| AdaMergingTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.553 | |
| Iso-C AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.4753 |