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ResearchFormerly WizWand

Protein function prediction on PPI full-shot (test)

81.91ROC-AUCSUPTsoft
66.10270.20674.3178.414Feb 16, 2024
Updated 5mo ago

Evaluation results

MethodLinks
SUPTsoftPre-training Strategy=AttrMasking, Backbone=GIN2024.0281.91
SUPThardPre-training Strategy=AttrMasking, Backbone=GIN2024.0281.9
GPFPre-training Strategy=AttrMasking, Backbone=GIN2024.0281.47
GPF-plusPre-training Strategy=AttrMasking, Backbone=GIN2024.0281.43
SUPTsoftPre-training Strategy=ContextPred, Backbone=GIN2024.0280.86
SUPThardPre-training Strategy=ContextPred, Backbone=GIN2024.0280.85
GPF-plusPre-training Strategy=ContextPred, Backbone=GIN2024.0280.28
GPFPre-training Strategy=ContextPred, Backbone=GIN2024.0280.21
SUPThardPre-training Strategy=EdgePred, Backbone=GIN2024.0280.2
SUPTsoftPre-training Strategy=EdgePred, Backbone=GIN2024.0280.19
GPFPre-training Strategy=EdgePred, Backbone=GIN2024.0279.96
GPF-plusPre-training Strategy=EdgePred, Backbone=GIN2024.0279.88
SUPThardPre-training Strategy=Infomax, Backbone=GIN2024.0279.64
SUPTsoftPre-training Strategy=Infomax, Backbone=GIN2024.0279.45
GPFPre-training Strategy=Infomax, Backbone=GIN2024.0278.87
GPF-plusPre-training Strategy=Infomax, Backbone=GIN2024.0278.85
FTPre-training Strategy=AttrMasking, Backbone=GIN2024.0273.93
FTPre-training Strategy=ContextPred, Backbone=GIN2024.0272.1
FTPre-training Strategy=EdgePred, Backbone=GIN2024.0271.54
FTPre-training Strategy=Infomax, Backbone=GIN2024.0271.29
SUPTsoftPre-training Strategy=GCL, Backbone=GIN2024.0269.57
SUPThardPre-training Strategy=GCL, Backbone=GIN2024.0268.59
GPFPre-training Strategy=GCL, Backbone=GIN2024.0267.91
FTPre-training Strategy=GCL, Backbone=GIN2024.0267.76
GPF-plusPre-training Strategy=GCL, Backbone=GIN2024.0266.71