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ResearchFormerly WizWand

Molecular prediction on BACE 100-shot (test)

0.6176ROC-AUCGPF-plus
0.4811520.5165760.5520.587424Sep 30, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GPF-plusPre-training Strategy=Infomax2022.090.6176
GPFPre-training Strategy=Infomax2022.090.6167
GPFPre-training Strategy=AttrMasking2022.090.5937
FTPre-training Strategy=AttrMasking2022.090.5903
GPF-plusPre-training Strategy=AttrMasking2022.090.585
FTPre-training Strategy=Infomax2022.090.5735
FTPre-training Strategy=GCL2022.090.5541
GPFPre-training Strategy=ContextPred2022.090.547
GPF-plusPre-training Strategy=ContextPred2022.090.5441
GPF-plusPre-training Strategy=GCL2022.090.5164
FTPre-training Strategy=EdgePred2022.090.5086
FTPre-training Strategy=ContextPred2022.090.5043
GPF-plusPre-training Strategy=EdgePred2022.090.5002
GPFPre-training Strategy=GCL2022.090.492
GPFPre-training Strategy=EdgePred2022.090.4864