ResearchBenchmarksNode Classification on WikiCS γ=5 (OOD)Node Classification on WikiCS γ=5 (OOD)Follow59.04F1 Score (%)GCN21.485631.235340.98550.7347Apr 13, 2026Evaluation resultsMethodMethodLinksF1 Score (%)Balanced Accuracy (%)GCN2026.0459.0468.38GAT2026.0457.0564.53GCB2026.0456.3667.57VGIB2026.0456.0264.14MLP2026.0454.3165.3GT2026.0454.0662.5SAGE2026.0451.8762.06SEGNN2026.0434.9750.71GIB2026.0424.9839.15DIR-GNN2026.0422.9342.11