Survival Prediction on LUAD 60% missing modality (test)
0.637C-indexEMMS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EMMSEvaluation setting=Complete-modality2026.06 | 0.637 | 0.142 | |
| EMMSEvaluation setting=Pathology-only2026.06 | 0.631 | 0.139 | |
| MUSEEvaluation setting=Complete-modality2026.06 | 0.624 | 0.154 | |
| MUSEEvaluation setting=Pathology-only2026.06 | 0.609 | 0.18 | |
| Flex-MoEEvaluation setting=Complete-modality2026.06 | 0.606 | 0.161 | |
| EMMSEvaluation setting=Genomics-only2026.06 | 0.603 | 0.144 | |
| Flex-MoEEvaluation setting=Pathology-only2026.06 | 0.595 | 0.167 | |
| MUSEEvaluation setting=Genomics-only2026.06 | 0.589 | 0.176 | |
| DisproEvaluation setting=Complete-modality2026.06 | 0.576 | 0.208 | |
| Flex-MoEEvaluation setting=Genomics-only2026.06 | 0.573 | 0.165 | |
| DisproEvaluation setting=Pathology-only2026.06 | 0.569 | 0.189 | |
| DisproEvaluation setting=Genomics-only2026.06 | 0.55 | 0.25 | |
| KNNEvaluation setting=Genomics-only2026.06 | 0.54 | 0.19 | |
| KNNEvaluation setting=Complete-modality2026.06 | 0.537 | 0.164 | |
| KNNEvaluation setting=Pathology-only2026.06 | 0.525 | 0.211 |