Node Classification on snap-patents (Accuracy and Avg. Rank) benchmark leaderboard · SOTA2 Research

Node Classification on snap-patents (Accuracy and Avg. Rank)

62.73AccuracyP2GNN

Evaluation Results

Method	Links
P2GNN2026.03		62.73	1.2
GloGNN2026.03		62.09	3.2
GloGNN++2026.03		62.03	2.3
LINKX2026.03		61.95	3.3
ACM-GCN2026.03		55.14	7.7
MixHop2026.03		52.16	5.2
GCN2026.03		45.65	7.8
GAT2026.03		45.37	9.3
GPR-GNN2026.03		40.19	8.7
GCNII2026.03		37.88	6.8
MLP2026.03		31.34	10.5