Node Classification on Amazon Photo (50% Edge drop)
94AccuracyNoMem
Evaluation results
| Method | Links | |
|---|---|---|
| NoMemHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 94 | |
| LSEHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 93.7 | |
| LSRHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 93.7 | |
| Hier(8)Hyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 93.7 | |
| GraphSAGEHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 93 | |
| APPNPHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 91.7 | |
| GATHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 91.2 | |
| GINHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 89.6 | |
| GCNHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 89.1 | |
| MLPHyperparameter Optimization=optimized for robustness, Corruption Type=edge removal, Corruption Percentage=50%2026.03 | 88.5 |