ResearchBenchmarksNode Classification on Reddit (Degree and Homophily Accuracy)Node Classification on Reddit (Degree and Homophily Accuracy)Follow94.89Overall AccuracyGCNB94.598894.674494.7594.8256May 27, 2025Evaluation resultsMethodMethodLinksOverall AccuracyAccuracy (High-degree Nodes)Accuracy (Low-degree Nodes)Accuracy (Homophilous Nodes)Accuracy (Heterophilous Nodes)GCNBNumber of Layers=2, Hi...Number of Layers=2, Hidden Dimension=256, Learning Rate=0.001, Dropout=0.5, λ=1.0, DropEdge rate=0.52025.0594.8998.8488.8499.6685.01GCNNumber of Layers=2, Hi...Number of Layers=2, Hidden Dimension=256, Learning Rate=0.001, Dropout=0.52025.0594.6198.8188.0699.7484.1