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ResearchFormerly WizWand

Protein function prediction on PPI 50-shot (test)

54.03ROC-AUCGPF
46.02248.10150.1852.259Sep 30, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GPFPre-training Strategy=Infomax2022.0954.03
GPF-plusPre-training Strategy=Infomax2022.0953.78
GPF-plusPre-training Strategy=EdgePred2022.0953.3
GPFPre-training Strategy=EdgePred2022.0952.81
GPF-plusPre-training Strategy=AttrMasking2022.0951.35
GPFPre-training Strategy=AttrMasking2022.0951.26
GPF-plusPre-training Strategy=GCL2022.0951.19
GPF-plusPre-training Strategy=ContextPred2022.0950.52
GPFPre-training Strategy=GCL2022.0950.4
GPFPre-training Strategy=ContextPred2022.0950.14
Fine-tuningPre-training Strategy=GCL2022.0949.94
Fine-tuningPre-training Strategy=Infomax2022.0948.79
Fine-tuningPre-training Strategy=AttrMasking2022.0948.17
Fine-tuningPre-training Strategy=EdgePred2022.0947.62
Fine-tuningPre-training Strategy=ContextPred2022.0946.33