Survival Prediction on STAD 60% missing modality (test)
0.611C-indexEMMS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EMMSEvaluation setting=Pathology-only2026.06 | 0.611 | 0.168 | |
| EMMSEvaluation setting=Complete-modality2026.06 | 0.576 | 0.174 | |
| MUSEEvaluation setting=Pathology-only2026.06 | 0.567 | 0.216 | |
| MUSEEvaluation setting=Complete-modality2026.06 | 0.541 | 0.191 | |
| KNNEvaluation setting=Complete-modality2026.06 | 0.535 | 0.212 | |
| EMMSEvaluation setting=Genomics-only2026.06 | 0.53 | 0.174 | |
| DisproEvaluation setting=Complete-modality2026.06 | 0.53 | 0.229 | |
| DisproEvaluation setting=Pathology-only2026.06 | 0.528 | 0.239 | |
| Flex-MoEEvaluation setting=Genomics-only2026.06 | 0.524 | 0.189 | |
| DisproEvaluation setting=Genomics-only2026.06 | 0.522 | 0.259 | |
| KNNEvaluation setting=Genomics-only2026.06 | 0.521 | 0.21 | |
| KNNEvaluation setting=Pathology-only2026.06 | 0.521 | 0.259 | |
| MUSEEvaluation setting=Genomics-only2026.06 | 0.514 | 0.229 | |
| Flex-MoEEvaluation setting=Complete-modality2026.06 | 0.481 | 0.196 | |
| Flex-MoEEvaluation setting=Pathology-only2026.06 | 0.476 | 0.226 |