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ResearchFormerly WizWand

Node Classification on Pokec (official OGB split)

74.93AccuracyParaFormer
51.11457.29763.4869.663Dec 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ParaFormer2025.1274.93
SGFormer2025.1273.76
NodeFormer2025.1270.32
SIGN2025.1268.01
GCN-Nsamplerneighbor sampling optimization=true2025.1263.75
GAT-NSamplerneighbor sampling optimization=true2025.1262.32
GCN2025.1262.31
SGC2025.1252.03