Node Classification on Amazon benchmark leaderboard · SOTA2 Research

Node Classification on Amazon

97.55AUCGNFBC

Evaluation Results

Method	Links
GNFBC2026.03		97.55	92.49
RioGNN2026.03		97.29	88.08
ConsisGAD2026.03		97.15	92.76
H2-FDetector2026.03		96.82	80.08
PC-GNN2026.03		96.65	88.17
RF2026.03		94.33	91.5
GTAN2026.03		93.42	91.03
MLP2026.03		92.76	90.02
CARE-GNN2026.03		90.41	86.44
GAT2026.03		83.87	79.2
GCN2026.03		80.49	76.93
SGC2026.03		80.13	76.59