Node Classification on Amazon Photo (Clean)
94.4Accuracy (%)LSE
Evaluation Results
| Method | Links | |
|---|---|---|
| LSEHyperparameter Optimization=optimized for robustness2026.03 | 94.4 | |
| NoMemHyperparameter Optimization=optimized for robustness2026.03 | 94.4 | |
| LSRHyperparameter Optimization=optimized for robustness2026.03 | 94.3 | |
| Hier(8)Hyperparameter Optimization=optimized for robustness2026.03 | 94.2 | |
| GraphSAGEHyperparameter Optimization=optimized for robustness2026.03 | 93.9 | |
| GINHyperparameter Optimization=optimized for robustness2026.03 | 92.6 | |
| GATHyperparameter Optimization=optimized for robustness2026.03 | 92.2 | |
| APPNPHyperparameter Optimization=optimized for robustness2026.03 | 92.2 | |
| GCNHyperparameter Optimization=optimized for robustness2026.03 | 89.7 | |
| MLPHyperparameter Optimization=optimized for robustness2026.03 | 88.5 |