Node Classification on Chameleon (average over 5 different splits)
52.87AccuracyEvenNet
Evaluation Results
| Method | Links | |
|---|---|---|
| EvenNetAttack Method=MinMax, Perturb Ratio=20%, Surrogate Model=GCN, Weight Decay=0, alpha=0.1, K=102022.05 | 52.87 | |
| H2GCNAttack Method=MinMax, Perturb Ratio=20%, Surrogate Model=GCN, Weight Decay=0, Number of Layers=22022.05 | 51.42 | |
| GPRGNNAttack Method=MinMax, Perturb Ratio=20%, Surrogate Model=GCN, Weight Decay=0, alpha=0.1, K=102022.05 | 50.42 | |
| FAGCNAttack Method=MinMax, Perturb Ratio=20%, Surrogate Model=GCN, Weight Decay=0, Number of Layers=2, epsilon={0.3, 0.4, 0.5}2022.05 | 49.98 | |
| GCNAttack Method=MinMax, Perturb Ratio=20%, Surrogate Model=GCN, Weight Decay=02022.05 | 49.93 | |
| MLPAttack Method=MinMax, Perturb Ratio=20%, Surrogate Model=GCN, Weight Decay=02022.05 | 48.84 | |
| EGCNGuardAttack Method=MinMax, Perturb Ratio=20%, Surrogate Model=GCN, Weight Decay=0, Threshold=0.12022.05 | 45.34 |