WSI prognosis prediction on TCGA-SARC
0.6024C-IndexSTEPH
Evaluation Results
| Method | Links | |
|---|---|---|
| STEPHTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.6024 | |
| ROUPKTTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.5596 | |
| Fine-tunedTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.5462 | |
| VanillaTraining Source=Traditional cancer-specific training on Mt2026.03 | 0.5312 | |
| Iso-C AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.5252 | |
| Fine-tunedTraining Source=Representation-based knowledge transfer from Ms2026.03 | 0.4764 | |
| TIES AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.4637 | |
| Model Avg.Training Source=Model merging-based knowledge transfer from Ms2026.03 | 0.4448 | |
| Surgery AMTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.4342 | |
| AdaMergingTraining Source=Model merging-based knowledge transfer from Ms2026.03 | 0.4341 |