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ResearchFormerly WizWand

Graph Classification on PROTEINS TU (test)

75.5AccuracyQ-WL-RF
68.771270.518172.26574.0119Jun 10, 2021Feb 19, 2022Oct 31, 2022Jul 13, 2023Mar 23, 2024Dec 2, 2024Aug 14, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Q-WL-RFArchitecture Category=Ours2025.0875.5
GraphGPSArchitecture Category=Graph Transformers2025.0874.5
AD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.0673.81
AD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.0673.59
GIN+Architecture Category=GNNs2025.0873.4
NAD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.0673.18
GraphCLSupervision=Unsupervised, Downstream Classifier=Linear2021.0672.86
NAD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.0672.81
InfoGraphSupervision=Unsupervised, Downstream Classifier=Linear2021.0672.57
WLArchitecture Category=Kernel2025.0872.5
F-GINSupervision=Fully-supervised, Downstream Classifier=Linear2021.0672.39
GCN+Architecture Category=GNNs2025.0870
ExphormerArchitecture Category=Graph Transformers2025.0869.4
RU-GINSupervision=Unsupervised, Downstream Classifier=Linear2021.0669.03