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ResearchFormerly WizWand

Molecular Prediction on ToxCast 100-shot (test)

0.5942ROC-AUCGPF-plus
0.5160960.5363730.556650.576927Sep 30, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GPF-plusPre-training Strategy=EdgePred2022.090.5942
GPFPre-training Strategy=EdgePred2022.090.5909
FTPre-training Strategy=EdgePred2022.090.5828
GPF-plusPre-training Strategy=ContextPred2022.090.5802
GPF-plusPre-training Strategy=AttrMasking2022.090.5772
GPFPre-training Strategy=AttrMasking2022.090.5766
GPF-plusPre-training Strategy=Infomax2022.090.5764
GPFPre-training Strategy=ContextPred2022.090.5732
GPFPre-training Strategy=Infomax2022.090.5731
FTPre-training Strategy=ContextPred2022.090.56
FTPre-training Strategy=AttrMasking2022.090.5584
FTPre-training Strategy=Infomax2022.090.5534
GPFPre-training Strategy=GCL2022.090.5378
GPF-plusPre-training Strategy=GCL2022.090.5307
FTPre-training Strategy=GCL2022.090.5191