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Node Classification on Pokec-z

0.5304H(Acc, ΔDP, ΔEO)FairAdj
-0.0209040.1222230.265350.408477Mar 2, 2026

Evaluation results

MethodLinks
FairAdjFramework=Graph Contrastive Learning2026.030.5304
FairGDiffFramework=Graph Contrastive Learning2026.030.5134
FairDropFramework=Graph Contrastive Learning, dropout rate=0.752026.030.4012
FairGenFramework=Graph Contrastive Learning2026.030.3247
DiffusionFramework=Graph Contrastive Learning2026.030.3089
GCLFramework=Graph Contrastive Learning2026.030.2975
FairDropFramework=Graph Contrastive Learning, dropout rate=0.52026.030.2942
GraphairFramework=Graph Contrastive Learning2026.030.0003