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ResearchFormerly WizWand

Molecular prediction on SIDER 100-shot (test)

0.561ROC-AUCFT
0.4983920.5146460.53090.547154Sep 30, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FTPre-training Strategy=GCL2022.090.561
GPF-plusPre-training Strategy=Infomax2022.090.5486
GPFPre-training Strategy=Infomax2022.090.5449
GPF-plusPre-training Strategy=ContextPred2022.090.5413
GPFPre-training Strategy=ContextPred2022.090.5355
GPFPre-training Strategy=GCL2022.090.5337
GPF-plusPre-training Strategy=GCL2022.090.529
GPF-plusPre-training Strategy=EdgePred2022.090.5247
GPFPre-training Strategy=EdgePred2022.090.523
FTPre-training Strategy=EdgePred2022.090.5223
FTPre-training Strategy=ContextPred2022.090.5181
GPF-plusPre-training Strategy=AttrMasking2022.090.517
FTPre-training Strategy=AttrMasking2022.090.5064
FTPre-training Strategy=Infomax2022.090.5049
GPFPre-training Strategy=AttrMasking2022.090.5008