Node Classification on WikiCS (P-Threshold Accuracy)
77.49Accuracy (p=0.4)STEM-GNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STEM-GNNEvaluation protocol=frozen-deployment protocol, Structural noise type=random undirected edge deletion2026.02 | 77.49 | 76.53 | 75.74 | 75.09 | |
| GFTEvaluation protocol=frozen-deployment protocol, Structural noise type=random undirected edge deletion2026.02 | 76.46 | 75.6 | 74.32 | 73.78 | |
| CaNetEvaluation protocol=frozen-deployment protocol, Structural noise type=random undirected edge deletion2026.02 | 76.45 | 76.22 | 75.6 | 73.22 | |
| MARIOEvaluation protocol=frozen-deployment protocol, Structural noise type=random undirected edge deletion2026.02 | 76.35 | 75.24 | 74.57 | 74.5 | |
| TFEGNNEvaluation protocol=frozen-deployment protocol, Structural noise type=random undirected edge deletion2026.02 | 74.89 | 75.2 | 74.53 | 73.26 | |
| GraphMETROEvaluation protocol=frozen-deployment protocol, Structural noise type=random undirected edge deletion2026.02 | 73.85 | 72.93 | 72.09 | 72.53 |