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ResearchFormerly WizWand

Graph property prediction on PPI

71.75ROC AUCSpecMatch-CL
63.79465.859567.92569.9905Jun 10, 2021Mar 8, 2022Dec 5, 2022Sep 3, 2023Jun 1, 2024Feb 28, 2025Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SpecMatch-CLPre-Train dataset=PPI-306K2025.1171.75
SimGRACEPre-Train dataset=PPI-306K2025.1170.25
AD-GCL-FIXPre-Train Dataset=PPI-306K2021.0668.83
GraphCLPre-Train Dataset=PPI-306K2021.0667.88
GraphCLPre-Train dataset=PPI-306K2025.1167.88
EdgePredPre-Train Dataset=PPI-306K2021.0665.7
EdgePredPre-Train dataset=PPI-306K2025.1165.7
AttrMaskingPre-Train Dataset=PPI-306K2021.0665.2
AttrMaskingPre-Train dataset=PPI-306K2025.1165.2
No Pre-TrainPre-Train Dataset=None2021.0664.8
No Pre-TrainPre-Train dataset=None2025.1164.8
JOAOPre-Train dataset=PPI-306K2025.1164.43
ContextPredPre-Train Dataset=PPI-306K2021.0664.4
ContextPredPre-Train dataset=PPI-306K2025.1164.4
InfoGraphPre-Train Dataset=PPI-306K2021.0664.1