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ResearchFormerly WizWand

Survival Prediction on TCGA-STAD (test)

0.651C-indexMARBLE
0.516840.551670.58650.62133Mar 13, 2025May 6, 2025Jun 29, 2025Aug 23, 2025Oct 16, 2025Dec 9, 2025Feb 2, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MARBLE2026.020.651
2DMambaMIL2026.020.6428
MambaMIL2026.020.6244
ProSurvPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=true2025.030.62
DTFD-MIL2026.020.6168
SRMambaMIL2026.020.613
ABMIL2026.020.6119
ProSurvPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.030.609
DSMIL2026.020.601
S4-MIL2026.020.6001
TransMIL2026.020.5978
CLAM2026.020.5883
G-HANetPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=true2025.030.588
CMTAPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.030.577
MambaMILPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=false2025.030.574
MCATPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.030.572
MOTCATPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.030.563
ABMILPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=false2025.030.561
SNNTransPathology Modality=false, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.030.555
WIKGPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=false2025.030.551
SurvPathPathology Modality=true, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.030.551
ProSurvPathology Modality=false, Genomic Modality=true, Multimodal Training Unimodal Testing=true2025.030.54
SNNPathology Modality=false, Genomic Modality=true, Multimodal Training Unimodal Testing=false2025.030.539
TransMILPathology Modality=true, Genomic Modality=false, Multimodal Training Unimodal Testing=false2025.030.522