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ResearchFormerly WizWand

Graph Classification on DD TU (test)

79.6AccuracyQ-WL-RF
74.004875.457476.9178.3626Jun 10, 2021Feb 19, 2022Oct 31, 2022Jul 13, 2023Mar 23, 2024Dec 2, 2024Aug 14, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Q-WL-RFArchitecture Category=Ours2025.0879.6
WLArchitecture Category=Kernel2025.0878.9
GIN+Architecture Category=GNNs2025.0877.2
GraphGPSArchitecture Category=Graph Transformers2025.0876.7
InfoGraphSupervision=Unsupervised, Downstream Classifier=Linear2021.0675.23
AD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.0675.1
ExphormerArchitecture Category=Graph Transformers2025.0875
F-GINSupervision=Fully-supervised, Downstream Classifier=Linear2021.0674.87
GraphCLSupervision=Unsupervised, Downstream Classifier=Linear2021.0674.7
GCN+Architecture Category=GNNs2025.0874.6
NAD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.0674.55
NAD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.0674.55
AD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.0674.49
RU-GINSupervision=Unsupervised, Downstream Classifier=Linear2021.0674.22