Node Classification on Reddit (Perturbation Robustness)
96.33Accuracy (0% Ptb)GCN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GCNAttack=Non-targeted metattack2019.08 | 96.33 | 91.87 | 89.26 | 87.26 | 85.55 | 83.5 | 80.92 | |
| VPNAttack=Non-targeted metattack2019.08 | 95.91 | 91.95 | 89.03 | 86.97 | 85.38 | 83.49 | 80.85 | |
| PA-GNNAttack=Non-targeted metattack2019.08 | 95.8 | 94.35 | 92.16 | 90.74 | 88.44 | 86.6 | 84.45 | |
| PreProcessAttack=Non-targeted metattack2019.08 | 95.22 | 95.14 | 88.4 | 87 | 85.7 | 83.59 | 81.17 | |
| GATAttack=Non-targeted metattack2019.08 | 93.81 | 92.13 | 89.88 | 87.91 | 85.43 | 83.4 | 81.27 | |
| RGCNAttack=Non-targeted metattack2019.08 | 93.15 | 89.2 | 85.81 | 83.58 | 81.83 | 80.22 | 76.42 |