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ResearchFormerly WizWand

Graph Classification on IMDB-B TU (test)

0.743AccuracyGCN+
0.5096240.5702120.63080.691388Jun 10, 2021Feb 19, 2022Oct 31, 2022Jul 13, 2023Mar 23, 2024Dec 2, 2024Aug 14, 2025
Updated 5mo ago

Evaluation results

MethodLinks
GCN+Architecture Category=GNNs2025.080.743
ExphormerArchitecture Category=Graph Transformers2025.080.738
GIN+Architecture Category=GNNs2025.080.735
Q-WL-RFArchitecture Category=Ours2025.080.727
AD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.060.7233
NAD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.060.7194
F-GINSupervision=Fully-supervised, Downstream Classifier=Linear2021.060.7183
AD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.060.7157
WLArchitecture Category=Kernel2025.080.713
InfoGraphSupervision=Unsupervised, Downstream Classifier=Linear2021.060.7111
NAD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.060.7094
GraphCLSupervision=Unsupervised, Downstream Classifier=Linear2021.060.708
GraphGPSArchitecture Category=Graph Transformers2025.080.691
RU-GINSupervision=Unsupervised, Downstream Classifier=Linear2021.060.5186