Survival Prediction on TCGA-CRAD (test)
0.641C-indexProSurv
Evaluation Results
| Method | Links | |
|---|---|---|
| ProSurvPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.03 | 0.641 | |
| ProSurvPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=true2025.03 | 0.626 | |
| SNNPathology Modality=false, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.03 | 0.616 | |
| MCATPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.03 | 0.615 | |
| SNNTransPathology Modality=false, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.03 | 0.614 | |
| G-HANetPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=true2025.03 | 0.598 | |
| ProSurvPathology Modality=false, Genomic Modality=true, Multimodal Training Unimodal Testing=true2025.03 | 0.595 | |
| MOTCATPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.03 | 0.593 | |
| MambaMILPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=false2025.03 | 0.588 | |
| ABMILPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=false2025.03 | 0.586 | |
| CMTAPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.03 | 0.586 | |
| SurvPathPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.03 | 0.585 | |
| TransMILPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=false2025.03 | 0.525 | |
| WIKGPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=false2025.03 | 0.517 |