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ResearchFormerly WizWand

Survival prediction on KIRC CPTAC

0.695C-IndexOT
0.49220.544850.59750.65015May 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
OTLearning Paradigm=Unsupervised, Features=UNI, Prototypes (C)=162024.050.695
PANTHERAll + MLPLearning Paradigm=Ours, Features=UNI, Prototypes (C)=16, Evaluation Protocol=MLP2024.050.691
PANTHERAll + lin.Learning Paradigm=Ours, Features=UNI, Prototypes (C)=16, Evaluation Protocol=Linear2024.050.649
TransMILLearning Paradigm=Supervised, Features=UNI2024.050.639
DeepSetsLearning Paradigm=Unsupervised, Features=UNI2024.050.634
H2TLearning Paradigm=Unsupervised, Features=UNI, Prototypes (C)=162024.050.631
PANTHERWA + lin.Learning Paradigm=Ours, Features=UNI, Prototypes (C)=16, Evaluation Protocol=Linear2024.050.623
ABMILLearning Paradigm=Supervised, Features=UNI2024.050.613
ILRALearning Paradigm=Supervised, Features=UNI2024.050.611
AttnMISLLearning Paradigm=Supervised, Features=UNI, Prototypes (C)=162024.050.608
PANTHERTop + lin.Learning Paradigm=Ours, Features=UNI, Prototypes (C)=16, Evaluation Protocol=Linear2024.050.608
PANTHERBot. + lin.Learning Paradigm=Ours, Features=UNI, Prototypes (C)=16, Evaluation Protocol=Linear2024.050.532
ProtoCountsLearning Paradigm=Unsupervised, Features=UNI, Prototypes (C)=162024.050.503
DSMILLearning Paradigm=Supervised, Features=UNI2024.050.5