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Node Classification on DGL dataset J (test)

95.31AccuracyGraphSAGE
87.634889.627491.6293.6126Jun 3, 2026

Evaluation results

MethodLinks
GraphSAGECategory=GNNs2026.0695.31
PPRGoCategory=GNNs2026.0695.09
GophormerCategory=GTs2026.0694.98
SANCategory=GTs2026.0694.85
GRAPH CASCADESBackbone=Our Best Accuracy2026.0694.84
GRAND+Category=GNNs2026.0694.82
GraphGPSCategory=GTs2026.0694.64
GATCategory=GNNs2026.0694.49
ExphormerCategory=GTs2026.0694.25
NAGCategory=GTs2026.0693.94
GCNCategory=GNNs2026.0693.9
PolyFormerCategory=GTs2026.0691.93
SpecFormerCategory=GTs2026.0689.22
GraphormerCategory=GTs2026.0689.02
VCRCategory=GTs2026.0688.45
SGFormerCategory=GTs2026.0687.93