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ResearchFormerly WizWand

Classification on molbace OGB (test)

83.4ROC-AUCQ-WL-RF
72.552875.368978.18581.0011Jun 10, 2021Feb 19, 2022Oct 31, 2022Jul 13, 2023Mar 23, 2024Dec 2, 2024Aug 14, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Q-WL-RFArchitecture Category=Ours2025.0883.4
GraphGPSArchitecture Category=Graph Transformers2025.0879.5
GCN+Architecture Category=GNNs2025.0878.5
GIN+Architecture Category=GNNs2025.0877.3
ExphormerArchitecture Category=Graph Transformers2025.0877.3
AD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.0677.27
AD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.0677.27
AD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.0676.37
AD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.0676.37
WLArchitecture Category=Kernel2025.0875.8
RU-GINDownstream Classifier=Logistic Regression + L22021.0675.07
RU-GINDownstream Classifier=Logistic Regression + L22021.0675.07
InfoGraphDownstream Classifier=Logistic Regression + L22021.0674.74
InfoGraphDownstream Classifier=Logistic Regression + L22021.0674.74
GraphCLDownstream Classifier=Logistic Regression + L22021.0674.32
GraphCLDownstream Classifier=Logistic Regression + L22021.0674.32
NAD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.0673.69
NAD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.0673.6
NAD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.0673.6
NAD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.0673.32
F-GINDownstream Classifier=Logistic Regression + L22021.0672.97
F-GINDownstream Classifier=Logistic Regression + L22021.0672.97