ResearchBenchmarksNode Classification on Cornell heterophilous (official)Node Classification on Cornell heterophilous (official)Follow80.3AccuracyGPR-GNN38.749.560.371.1Mar 3, 2026Evaluation resultsMethodMethodLinksAccuracyGPR-GNN2026.0380.3LSRvariant=GHN-LSRvariant=GHN-LSR2026.0378.9NoMemdescription=energy-des...description=energy-descent architectural ablation2026.0378.6LSEvariant=GHN-LSEvariant=GHN-LSE2026.0378.1Hier(8)variant=GHN-Hier, leve...variant=GHN-Hier, levels=82026.0378.1GraphSAGE2026.0376.2MLP2026.0373GIN2026.0355.7GAT2026.0343.8APPNP2026.0343.2GCN2026.0340.3