ResearchBenchmarksNode Classification on Flickr (public)Follow52.84Overall AccuracyGCNB52.486452.578252.6752.7618May 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=0.52025.0552.8449.8754.5880.4418.18GCNNumber of Layers=2, Hi...Number of Layers=2, Hidden Dimension=256, Learning Rate=0.001, Dropout=0.52025.0552.549.6653.9380.5818