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ResearchFormerly WizWand

Survival Prediction on STAD 60% missing modality (test)

0.611C-indexEMMS
0.47060.507050.54350.57995Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
EMMSEvaluation setting=Pathology-only2026.060.6110.168
EMMSEvaluation setting=Complete-modality2026.060.5760.174
MUSEEvaluation setting=Pathology-only2026.060.5670.216
MUSEEvaluation setting=Complete-modality2026.060.5410.191
KNNEvaluation setting=Complete-modality2026.060.5350.212
EMMSEvaluation setting=Genomics-only2026.060.530.174
DisproEvaluation setting=Complete-modality2026.060.530.229
DisproEvaluation setting=Pathology-only2026.060.5280.239
Flex-MoEEvaluation setting=Genomics-only2026.060.5240.189
DisproEvaluation setting=Genomics-only2026.060.5220.259
KNNEvaluation setting=Genomics-only2026.060.5210.21
KNNEvaluation setting=Pathology-only2026.060.5210.259
MUSEEvaluation setting=Genomics-only2026.060.5140.229
Flex-MoEEvaluation setting=Complete-modality2026.060.4810.196
Flex-MoEEvaluation setting=Pathology-only2026.060.4760.226