Node Classification on WikiCS γ=5 (OOD) benchmark leaderboard · SOTA2 Research

Node Classification on WikiCS γ=5 (OOD)

59.04F1 Score (%)GCN

Evaluation Results

Method	Links
GCN2026.04		59.04	68.38
GAT2026.04		57.05	64.53
GCB2026.04		56.36	67.57
VGIB2026.04		56.02	64.14
MLP2026.04		54.31	65.3
GT2026.04		54.06	62.5
SAGE2026.04		51.87	62.06
SEGNN2026.04		34.97	50.71
GIB2026.04		24.98	39.15
DIR-GNN2026.04		22.93	42.11