Semi-supervised Classification on NGs (ACC, F1-score)
97.8AccuracyMGCN-FLC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MGCN-FLCLabeled samples ratio=10%2026.03 | 97.8 | 97.8 | |
| GBCM-GCNLabeled samples ratio=10%2026.03 | 94.5 | 94 | |
| MVRL-DPLabeled samples ratio=10%2026.03 | 93.5 | 83.1 | |
| HGCN-MVSCLabeled samples ratio=10%2026.03 | 93.1 | 92.8 | |
| LGCN-FFLabeled samples ratio=10%2026.03 | 92.4 | 92.4 | |
| JFGCNLabeled samples ratio=10%2026.03 | 90.2 | 90.5 | |
| DSRLLabeled samples ratio=10%2026.03 | 88.7 | 84.5 | |
| MVARLabeled samples ratio=10%2026.03 | 86.6 | 85.7 | |
| MLANLabeled samples ratio=10%2026.03 | 85.5 | 83.3 | |
| Co-GCNLabeled samples ratio=10%2026.03 | 84.2 | 83.6 |