Node Classification on Amazon Photo 50% Feat. mask
91.9AccuracyHier(8)
Evaluation results
| Method | Links | |
|---|---|---|
| Hier(8)Hyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 91.9 | |
| GINHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 91.1 | |
| LSRHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 91 | |
| LSEHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 89.4 | |
| NoMemHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 86.9 | |
| GATHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 81.4 | |
| GCNHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 81.2 | |
| GraphSAGEHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 73.3 | |
| MLPHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 70.7 | |
| APPNPHyperparameter Optimization=optimized for robustness, Corruption Type=feature masking, Corruption Percentage=50%2026.03 | 65 |