Node Classification on Amazon Photo 50% Feat. noise
94.2AccuracyNoMem
Evaluation results
| Method | Links | |
|---|---|---|
| NoMemHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 94.2 | |
| LSRHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 94.1 | |
| LSEHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 93.9 | |
| Hier(8)Hyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 93.9 | |
| GraphSAGEHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 93.6 | |
| GINHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 92.6 | |
| GATHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 92.2 | |
| APPNPHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 91.8 | |
| GCNHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 89.7 | |
| MLPHyperparameter Optimization=optimized for robustness, Corruption Type=additive feature noise, Corruption Percentage=50%2026.03 | 86.6 |