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ResearchFormerly WizWand

Molecular prediction on HIV (test)

79.42ROC AUCSUPThard
58.505663.935369.36574.7947Sep 30, 2022Dec 23, 2022Mar 17, 2023Jun 9, 2023Sep 1, 2023Nov 24, 2023Feb 16, 2024
Updated 5mo ago

Evaluation results

MethodLinks
SUPThardPre-training Strategy=ContextPred2024.0279.42
SUPTsoftPre-training Strategy=ContextPred2024.0279.39
FTPre-training Strategy=ContextPred2022.0979.2
FTPre-training Strategy=ContextPred2024.0279.2
SUPTsoftPre-training Strategy=AttrMasking2024.0279.15
SUPThardPre-training Strategy=AttrMasking2024.0279.1
GPFPre-training Strategy=AttrMasking2022.0978.86
GPFPre-training Strategy=ContextPred2022.0978.62
GPF-plusPre-training Strategy=ContextPred2022.0978.4
FTPre-training Strategy=GCL2022.0978.26
FTPre-training Strategy=GCL2024.0278.26
GPF-plusPre-training Strategy=AttrMasking2022.0978.13
GPF-plusPre-training Strategy=ContextPred2024.0278.1
SUPThardPre-training Strategy=Infomax2024.0277.96
SUPTsoftPre-training Strategy=EdgePred2024.0277.95
SUPTsoftPre-training Strategy=Infomax2024.0277.94
FTPre-training Strategy=AttrMasking2022.0977.9
FTPre-training Strategy=AttrMasking2024.0277.9
SUPThardPre-training Strategy=EdgePred2024.0277.79
GPFPre-training Strategy=ContextPred2024.0277.77
GPF-plusPre-training Strategy=EdgePred2024.0277.77
GPF-plusPre-training Strategy=Infomax2022.0977.73
FTPre-training Strategy=Infomax2022.0977.71
FTPre-training Strategy=Infomax2024.0277.71
GPF-plusPre-training Strategy=EdgePred2022.0977.65
GPF-plusPre-training Strategy=AttrMasking2024.0277.64
GPFPre-training Strategy=EdgePred2022.0977.6
GPFPre-training Strategy=EdgePred2024.0277.53
GPF-plusPre-training Strategy=GCL2022.0977.51
FTPre-training Strategy=EdgePred2022.0977.44
FTPre-training Strategy=EdgePred2024.0277.44
GPFPre-training Strategy=AttrMasking2024.0277.09
GPFPre-training Strategy=Infomax2024.0276.67
GPFPre-training Strategy=Infomax2022.0976.49
SUPTsoftPre-training Strategy=GCL2024.0276.44
SUPThardPre-training Strategy=GCL2024.0276.22
GPF-plusPre-training Strategy=GCL2024.0275.9
GPF-plusPre-training Strategy=Infomax2024.0275.6
GPFPre-training Strategy=GCL2022.0975.52
GPFPre-training Strategy=GCL2024.0275.12
GPPT (w/o ol)Pre-training Strategy=EdgePred2022.0973.19
GPPTw/o olPre-training Strategy=EdgePred2024.0273.19
GPPTPre-training Strategy=EdgePred2022.0960.54
GPPTPre-training Strategy=EdgePred2024.0260.54
GraphPromptPre-training Strategy=EdgePred2022.0959.31
GraphPromptPre-training Strategy=EdgePred2024.0259.31