Survival Prediction on TCGA-LUAD N=415
0.686C-indexMUST
Evaluation Results
| Method | Links | |
|---|---|---|
| MUSTPathological Modality (P)=Yes, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=false2026.03 | 0.686 | |
| CMTAPathological Modality (P)=Yes, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=true2026.03 | 0.667 | |
| MLPPathological Modality (P)=No, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=true2026.03 | 0.662 | |
| SNNPathological Modality (P)=No, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=true2026.03 | 0.661 | |
| SurvPathPathological Modality (P)=Yes, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=true2026.03 | 0.652 | |
| ABMILPathological Modality (P)=Yes, Genomic Modality (G)=No, Requires identical modalities for training and inference=true2026.03 | 0.633 | |
| TransMILPathological Modality (P)=Yes, Genomic Modality (G)=No, Requires identical modalities for training and inference=true2026.03 | 0.611 |