Survival Prediction on KIRC 60% missing modality (test)
0.793C-indexEMMS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EMMSEvaluation setting=Pathology-only2026.06 | 0.793 | 0.097 | |
| MUSEEvaluation setting=Pathology-only2026.06 | 0.779 | 0.104 | |
| DisproEvaluation setting=Pathology-only2026.06 | 0.755 | 0.126 | |
| Flex-MoEEvaluation setting=Pathology-only2026.06 | 0.753 | 0.103 | |
| EMMSEvaluation setting=Complete-modality2026.06 | 0.753 | 0.102 | |
| MUSEEvaluation setting=Complete-modality2026.06 | 0.737 | 0.104 | |
| Flex-MoEEvaluation setting=Complete-modality2026.06 | 0.713 | 0.103 | |
| EMMSEvaluation setting=Genomics-only2026.06 | 0.648 | 0.102 | |
| DisproEvaluation setting=Complete-modality2026.06 | 0.648 | 0.135 | |
| Flex-MoEEvaluation setting=Genomics-only2026.06 | 0.624 | 0.104 | |
| KNNEvaluation setting=Pathology-only2026.06 | 0.617 | 0.12 | |
| DisproEvaluation setting=Genomics-only2026.06 | 0.616 | 0.19 | |
| KNNEvaluation setting=Complete-modality2026.06 | 0.611 | 0.103 | |
| MUSEEvaluation setting=Genomics-only2026.06 | 0.607 | 0.137 | |
| KNNEvaluation setting=Genomics-only2026.06 | 0.574 | 0.105 |