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ResearchFormerly WizWand

Node Classification on Citeseer (Misclassification Rate)

31.3Misclassification RateClean
29.590441.130252.6764.2098Jul 5, 2026
Updated 3mo ago

Evaluation results

MethodLinks
CleanVictim Model=GAT2026.0731.3
CleanVictim Model=GCN2026.0731.6
CleanVictim Model=SGC2026.0732.9
RandomVictim Model=GAT2026.0735.02
CleanVictim Model=APPNP2026.0736.7
RandomVictim Model=GCN2026.0737
RandomVictim Model=SGC2026.0738.1
TDGIAVictim Model=GAT2026.0739.28
RandomVictim Model=APPNP2026.0740.32
TDGIAVictim Model=GCN2026.0741.22
GCIAVictim Model=GAT2026.0741.24
TDGIAVictim Model=SGC2026.0742.14
GCIAVictim Model=APPNP2026.0744.52
GCIAVictim Model=SGC2026.0745.36
GCIAVictim Model=GCN2026.0745.6
TDGIAVictim Model=APPNP2026.0747.24
PGDVictim Model=GAT2026.0751.18
G2A2CVictim Model=APPNP2026.0751.36
G2A2CVictim Model=SGC2026.0753.64
G2A2CVictim Model=GCN2026.0753.7
PGDVictim Model=APPNP2026.0754.47
G2A2CVictim Model=GAT2026.0755.52
PGDVictim Model=GCN2026.0758.6
PGDVictim Model=SGC2026.0759.53
TIRBAVictim Model=GAT2026.0764.14
TIRBAVictim Model=APPNP2026.0768.26
TIRBAVictim Model=GCN2026.0773.98
TIRBAVictim Model=SGC2026.0774.04