Survival Prediction on TCGA-GBMLGG N=546
86.4C-indexMUST
Evaluation results
| Method | Links | |
|---|---|---|
| MUSTPathological Modality (P)=Yes, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=false2026.03 | 86.4 | |
| SurvPathPathological Modality (P)=Yes, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=true2026.03 | 85.7 | |
| CMTAPathological Modality (P)=Yes, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=true2026.03 | 85.7 | |
| SNNPathological Modality (P)=No, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=true2026.03 | 85.4 | |
| MLPPathological Modality (P)=No, Genomic Modality (G)=Yes, Requires identical modalities for training and inference=true2026.03 | 85.1 | |
| ABMILPathological Modality (P)=Yes, Genomic Modality (G)=No, Requires identical modalities for training and inference=true2026.03 | 83.4 | |
| TransMILPathological Modality (P)=Yes, Genomic Modality (G)=No, Requires identical modalities for training and inference=true2026.03 | 82.8 |