Node Classification on Citeseer (Misclassification Rate)
31.3Misclassification RateClean
Evaluation Results
| Method | Links | |
|---|---|---|
| CleanVictim Model=GAT2026.07 | 31.3 | |
| CleanVictim Model=GCN2026.07 | 31.6 | |
| CleanVictim Model=SGC2026.07 | 32.9 | |
| RandomVictim Model=GAT2026.07 | 35.02 | |
| CleanVictim Model=APPNP2026.07 | 36.7 | |
| RandomVictim Model=GCN2026.07 | 37 | |
| RandomVictim Model=SGC2026.07 | 38.1 | |
| TDGIAVictim Model=GAT2026.07 | 39.28 | |
| RandomVictim Model=APPNP2026.07 | 40.32 | |
| TDGIAVictim Model=GCN2026.07 | 41.22 | |
| GCIAVictim Model=GAT2026.07 | 41.24 | |
| TDGIAVictim Model=SGC2026.07 | 42.14 | |
| GCIAVictim Model=APPNP2026.07 | 44.52 | |
| GCIAVictim Model=SGC2026.07 | 45.36 | |
| GCIAVictim Model=GCN2026.07 | 45.6 | |
| TDGIAVictim Model=APPNP2026.07 | 47.24 | |
| PGDVictim Model=GAT2026.07 | 51.18 | |
| G2A2CVictim Model=APPNP2026.07 | 51.36 | |
| G2A2CVictim Model=SGC2026.07 | 53.64 | |
| G2A2CVictim Model=GCN2026.07 | 53.7 | |
| PGDVictim Model=APPNP2026.07 | 54.47 | |
| G2A2CVictim Model=GAT2026.07 | 55.52 | |
| PGDVictim Model=GCN2026.07 | 58.6 | |
| PGDVictim Model=SGC2026.07 | 59.53 | |
| TIRBAVictim Model=GAT2026.07 | 64.14 | |
| TIRBAVictim Model=APPNP2026.07 | 68.26 | |
| TIRBAVictim Model=GCN2026.07 | 73.98 | |
| TIRBAVictim Model=SGC2026.07 | 74.04 |