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ResearchFormerly WizWand

Protein function prediction on PPI 100-shot (test)

54.66ROC-AUCGPF-plus
45.019247.522150.02552.5279Sep 30, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GPF-plusPre-training Strategy=Infomax2022.0954.66
GPFPre-training Strategy=Infomax2022.0954.57
GPF-plusPre-training Strategy=GCL2022.0954.47
GPFPre-training Strategy=GCL2022.0954.35
GPF-plusPre-training Strategy=EdgePred2022.0953
GPFPre-training Strategy=EdgePred2022.0952.52
GPFPre-training Strategy=AttrMasking2022.0952.31
GPF-plusPre-training Strategy=AttrMasking2022.0952.28
GPF-plusPre-training Strategy=ContextPred2022.0950.79
GPFPre-training Strategy=ContextPred2022.0950.44
FTPre-training Strategy=Infomax2022.0949.74
FTPre-training Strategy=GCL2022.0949.44
FTPre-training Strategy=EdgePred2022.0948.06
FTPre-training Strategy=AttrMasking2022.0947.29
FTPre-training Strategy=ContextPred2022.0945.39