Node Classification on ACM Metattack (20% test)
89.78AccuracyEvenNet
Evaluation Results
| Method | Links | |
|---|---|---|
| EvenNetperturbation ratio=20%2022.05 | 89.78 | |
| GPRGNNperturbation ratio=20%2022.05 | 88.79 | |
| FAGCNperturbation ratio=20%2022.05 | 85.93 | |
| MLPperturbation ratio=20%2022.05 | 85.74 | |
| GNN-SVDperturbation ratio=20%2022.05 | 84.55 | |
| ProGNNperturbation ratio=20%2022.05 | 83.99 | |
| H2GCNperturbation ratio=20%2022.05 | 83.75 | |
| GCNIIperturbation ratio=20%2022.05 | 78.53 | |
| GATperturbation ratio=20%2022.05 | 68.5 | |
| GCNperturbation ratio=20%2022.05 | 68.29 | |
| GNN-Jaccardperturbation ratio=20%2022.05 | 67.81 | |
| RobustGCNperturbation ratio=20%2022.05 | 62.29 | |
| GNNGuardperturbation ratio=20%2022.05 | 62.19 |