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Survival Prediction on TCGA-BLCA (n = 373)

0.71C-index

MurreNet

Updated 4d ago

Evaluation Results

Method	Links
MurreNet 2025.07		0.71
CMTA 2025.07		0.683
MOTCat 2025.07		0.683
MCAT 2025.07		0.677
SurvPath 2025.07		0.673
M3IF 2025.07		0.662
PORPOISE 2025.07		0.651
MOME 2025.07		0.65
ABMIL 2025.07		0.64
TransMIL 2025.07		0.64
DSMIL 2025.07		0.636
SNN 2025.07		0.625
CLAM 2025.07		0.618
PANTHERAll + MLP 2024.05		0.612
MLP 2025.07		0.611
DTFD-MIL 2025.07		0.61
OT 2024.05		0.603
PANTHERAll + lin. 2024.05		0.602
TransMIL 2024.05		0.595
Coxnnet 2025.07		0.591
PANTHERWA + lin. 2024.05		0.586
DeepSets 2024.05		0.581
H2T 2024.05		0.566
ABMIL 2024.05		0.55
ILRA 2024.05		0.55
PANTHERTop + lin. 2024.05		0.543
ProtoCounts 2024.05		0.533
DSMIL 2024.05		0.501
PANTHERBot. + lin. 2024.05		0.494
AttnMISL 2024.05		0.485