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ResearchFormerly WizWand

Node Classification on Cora-ML (Misclassification Rate)

18.64Misclassification RateClean
16.987228.143639.350.4564Jul 5, 2026
Updated 3mo ago

Evaluation results

MethodLinks
CleanVictim Model=GAT2026.0718.64
RandomVictim Model=GAT2026.0720.14
CleanVictim Model=GCN2026.0721.5
RandomVictim Model=GCN2026.0722.83
TDGIAVictim Model=GAT2026.0723.41
CleanVictim Model=SGC2026.0724.29
CleanVictim Model=APPNP2026.0724.8
GCIAVictim Model=GAT2026.0725.11
TDGIAVictim Model=GCN2026.0725.84
RandomVictim Model=SGC2026.0727.26
RandomVictim Model=APPNP2026.0727.52
GCIAVictim Model=GCN2026.0728.26
TDGIAVictim Model=SGC2026.0728.74
GCIAVictim Model=APPNP2026.0731.34
TDGIAVictim Model=APPNP2026.0732.27
G2A2CVictim Model=GCN2026.0735.21
G2A2CVictim Model=SGC2026.0736.26
G2A2CVictim Model=APPNP2026.0736.74
GCIAVictim Model=SGC2026.0737.6
PGDVictim Model=GAT2026.0742.46
G2A2CVictim Model=GAT2026.0743.05
TIRBAVictim Model=GAT2026.0746.99
PGDVictim Model=APPNP2026.0749.58
PGDVictim Model=GCN2026.0752.38
TIRBAVictim Model=APPNP2026.0754.88
PGDVictim Model=SGC2026.0755.04
TIRBAVictim Model=GCN2026.0758.93
TIRBAVictim Model=SGC2026.0759.96