Node Classification on Cora-ML (Misclassification Rate)
18.64Misclassification RateClean
Evaluation Results
| Method | Links | |
|---|---|---|
| CleanVictim Model=GAT2026.07 | 18.64 | |
| RandomVictim Model=GAT2026.07 | 20.14 | |
| CleanVictim Model=GCN2026.07 | 21.5 | |
| RandomVictim Model=GCN2026.07 | 22.83 | |
| TDGIAVictim Model=GAT2026.07 | 23.41 | |
| CleanVictim Model=SGC2026.07 | 24.29 | |
| CleanVictim Model=APPNP2026.07 | 24.8 | |
| GCIAVictim Model=GAT2026.07 | 25.11 | |
| TDGIAVictim Model=GCN2026.07 | 25.84 | |
| RandomVictim Model=SGC2026.07 | 27.26 | |
| RandomVictim Model=APPNP2026.07 | 27.52 | |
| GCIAVictim Model=GCN2026.07 | 28.26 | |
| TDGIAVictim Model=SGC2026.07 | 28.74 | |
| GCIAVictim Model=APPNP2026.07 | 31.34 | |
| TDGIAVictim Model=APPNP2026.07 | 32.27 | |
| G2A2CVictim Model=GCN2026.07 | 35.21 | |
| G2A2CVictim Model=SGC2026.07 | 36.26 | |
| G2A2CVictim Model=APPNP2026.07 | 36.74 | |
| GCIAVictim Model=SGC2026.07 | 37.6 | |
| PGDVictim Model=GAT2026.07 | 42.46 | |
| G2A2CVictim Model=GAT2026.07 | 43.05 | |
| TIRBAVictim Model=GAT2026.07 | 46.99 | |
| PGDVictim Model=APPNP2026.07 | 49.58 | |
| PGDVictim Model=GCN2026.07 | 52.38 | |
| TIRBAVictim Model=APPNP2026.07 | 54.88 | |
| PGDVictim Model=SGC2026.07 | 55.04 | |
| TIRBAVictim Model=GCN2026.07 | 58.93 | |
| TIRBAVictim Model=SGC2026.07 | 59.96 |