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Graph Classification on IMDB-M TU (test)

50.3AccuracyGIN+
32.110436.832741.55546.2773Jun 10, 2021Feb 19, 2022Oct 31, 2022Jul 13, 2023Mar 23, 2024Dec 2, 2024Aug 14, 2025
Updated 5mo ago

Evaluation results

MethodLinks
GIN+Architecture Category=GNNs2025.0850.3
ExphormerArchitecture Category=Graph Transformers2025.0850.2
Q-WL-RFArchitecture Category=Ours2025.0850
WLArchitecture Category=Kernel2025.0850
GCN+Architecture Category=GNNs2025.0849.9
AD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.0649.89
AD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.0649.04
NAD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.0649.01
InfoGraphSupervision=Unsupervised, Downstream Classifier=Linear2021.0648.66
GraphCLSupervision=Unsupervised, Downstream Classifier=Linear2021.0648.49
F-GINSupervision=Fully-supervised, Downstream Classifier=Linear2021.0648.46
NAD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.0648.33
GraphGPSArchitecture Category=Graph Transformers2025.0848.1
RU-GINSupervision=Unsupervised, Downstream Classifier=Linear2021.0632.81