Node Classification on KarateClub (5% train val)
95.5AccuracyCutSSL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CutSSLTraining ratio=5%2025.07 | 95.5 | 0.16 | |
| GG-CNumber of GNN layers=3, Training ratio=5%2025.07 | 73.2 | 0.14 | |
| GG-CNumber of GNN layers=2, Training ratio=5%2025.07 | 72.9 | 0.13 | |
| GGNumber of GNN layers=3, Training ratio=5%2025.07 | 69.7 | 0.14 | |
| GGNumber of GNN layers=2, Training ratio=5%2025.07 | 66.3 | 0.13 | |
| GEETraining ratio=5%2025.07 | 64.8 | 0 | |
| GNNNumber of GNN layers=3, Training ratio=5%2025.07 | 45 | 0.13 | |
| GNNNumber of GNN layers=2, Training ratio=5%2025.07 | 25.7 | 0.13 |