Survival Prediction on TCGA-BRCA (C-index and IBS)
0.74C-indexEMMS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EMMSEvaluation Setting=complete-modality (C), Missingness=0%2026.06 | 0.74 | 0.057 | |
| EMMSEvaluation Setting=genomics-only (G), Missingness=0%2026.06 | 0.725 | 0.06 | |
| Flex-MoEEvaluation Setting=complete-modality (C), Missingness=0%2026.06 | 0.723 | 0.066 | |
| EMMSEvaluation Setting=pathology-only (P), Missingness=0%2026.06 | 0.72 | 0.057 | |
| Flex-MoEEvaluation Setting=pathology-only (P), Missingness=0%2026.06 | 0.717 | 0.153 | |
| DisproEvaluation Setting=complete-modality (C), Missingness=0%2026.06 | 0.69 | 0.076 | |
| MUSEEvaluation Setting=complete-modality (C), Missingness=0%2026.06 | 0.682 | 0.099 | |
| MUSEEvaluation Setting=pathology-only (P), Missingness=0%2026.06 | 0.665 | 0.104 | |
| MUSEEvaluation Setting=genomics-only (G), Missingness=0%2026.06 | 0.661 | 0.134 | |
| DisproEvaluation Setting=pathology-only (P), Missingness=0%2026.06 | 0.641 | 0.104 | |
| MOTCATEvaluation Setting=complete-modality (C), Missingness=0%2026.06 | 0.619 | 0.118 | |
| Flex-MoEEvaluation Setting=genomics-only (G), Missingness=0%2026.06 | 0.582 | 0.068 | |
| DisproEvaluation Setting=genomics-only (G), Missingness=0%2026.06 | 0.511 | 0.1 |