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ResearchFormerly WizWand

Survival Prediction on KIRC 60% missing modality (test)

0.793C-indexEMMS
0.565240.624370.68350.74263Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
EMMSEvaluation setting=Pathology-only2026.060.7930.097
MUSEEvaluation setting=Pathology-only2026.060.7790.104
DisproEvaluation setting=Pathology-only2026.060.7550.126
Flex-MoEEvaluation setting=Pathology-only2026.060.7530.103
EMMSEvaluation setting=Complete-modality2026.060.7530.102
MUSEEvaluation setting=Complete-modality2026.060.7370.104
Flex-MoEEvaluation setting=Complete-modality2026.060.7130.103
EMMSEvaluation setting=Genomics-only2026.060.6480.102
DisproEvaluation setting=Complete-modality2026.060.6480.135
Flex-MoEEvaluation setting=Genomics-only2026.060.6240.104
KNNEvaluation setting=Pathology-only2026.060.6170.12
DisproEvaluation setting=Genomics-only2026.060.6160.19
KNNEvaluation setting=Complete-modality2026.060.6110.103
MUSEEvaluation setting=Genomics-only2026.060.6070.137
KNNEvaluation setting=Genomics-only2026.060.5740.105