Robust Node Classification on Pubmed (0-30% Ptb)
82.92Accuracy (0% Ptb)PA-GNN
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PA-GNNAttack=Non-targeted metattack2019.08 | 82.92 | 81.67 | 80.56 | 80.28 | 78.75 | 76.67 | 75.47 | — | |
| VPNAttack=Non-targeted metattack2019.08 | 77.92 | 75.83 | 74.03 | 74.31 | 70.14 | 68.47 | 66.53 | — | |
| GCNAttack=Non-targeted metattack2019.08 | 77.81 | 76 | 74.74 | 73.69 | 70.39 | 68.78 | 67.13 | — | |
| RGCNAttack=Non-targeted metattack2019.08 | 77.81 | 78.07 | 74.86 | 74.31 | 70.83 | 67.63 | 66.89 | — | |
| GATAttack=Non-targeted metattack2019.08 | 74.28 | 70.19 | 69.36 | 68.79 | 68.29 | 66.35 | 65.47 | — | |
| PreProcessAttack=Non-targeted metattack2019.08 | 73.69 | 73.49 | 73.76 | 73.6 | 73.85 | 73.46 | 73.65 | — |