Node Classification on Squirrel (Epsilon Robustness)
42Accuracy (Clean)GCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GCNAdversarial training=false, Attack type=LR-BCD2023.06 | 42 | 20.1 | 15.8 | |
| GCNAdversarial training=false, Attack type=PR-BCD2023.06 | 41.9 | 12.1 | 6.9 | |
| GPRGNNAdversarial training=false, Attack type=PR-BCD2023.06 | 40.4 | 20.6 | 15.3 | |
| GPRGNNAdversarial training=false, Attack type=LR-BCD2023.06 | 40 | 29.8 | 28.4 | |
| GPRGNNAdversarial training=true, Attack type=PR-BCD2023.06 | 38.4 | 32.3 | 28.9 | |
| GPRGNNAdversarial training=true, Attack type=LR-BCD2023.06 | 37.8 | 34.1 | 33.8 |