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ResearchFormerly WizWand

Classification on molclintox OGB (test)

0.901ROC-AUCGraphGPS
0.522440.620720.7190.81728Jun 10, 2021Feb 19, 2022Oct 31, 2022Jul 13, 2023Mar 23, 2024Dec 2, 2024Aug 14, 2025
Updated 5mo ago

Evaluation results

MethodLinks
GraphGPSArchitecture Category=Graph Transformers2025.080.901
ExphormerArchitecture Category=Graph Transformers2025.080.889
F-GINDownstream Classifier=Logistic Regression + L22021.060.8814
GIN+Architecture Category=GNNs2025.080.869
GCN+Architecture Category=GNNs2025.080.852
AD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.060.8077
AD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.060.8077
GraphCLDownstream Classifier=Logistic Regression + L22021.060.7492
NAD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.060.744
NAD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.060.7369
RU-GINDownstream Classifier=Logistic Regression + L22021.060.7229
Q-WL-RFArchitecture Category=Ours2025.080.72
InfoGraphDownstream Classifier=Logistic Regression + L22021.060.645
WLArchitecture Category=Kernel2025.080.537