Node Classification on PolBlogs (5% train val)
95.2AccuracyCutSSL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CutSSLTraining ratio=5%2025.07 | 95.2 | 1.6 | |
| GG-CNumber of GNN layers=3, Training ratio=5%2025.07 | 82.1 | 0.32 | |
| GG-CNumber of GNN layers=2, Training ratio=5%2025.07 | 81.5 | 0.3 | |
| GGNumber of GNN layers=3, Training ratio=5%2025.07 | 74.4 | 0.32 | |
| GGNumber of GNN layers=2, Training ratio=5%2025.07 | 72.9 | 0.3 | |
| GEETraining ratio=5%2025.07 | 72.3 | 0.01 | |
| GNNNumber of GNN layers=3, Training ratio=5%2025.07 | 71.1 | 0.38 | |
| GNNNumber of GNN layers=2, Training ratio=5%2025.07 | 70.6 | 0.34 |