Semi-supervised Classification on NUS-WIDE (ACC, F1-score)
99AccuracyMGCN-FLC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MGCN-FLCLabeled samples ratio=10%2026.03 | 99 | 99 | |
| GBCM-GCNLabeled samples ratio=10%2026.03 | 96.5 | 96.5 | |
| MVRL-DPLabeled samples ratio=10%2026.03 | 54.3 | 52.1 | |
| HGCN-MVSCLabeled samples ratio=10%2026.03 | 49.2 | 46.3 | |
| JFGCNLabeled samples ratio=10%2026.03 | 48.4 | 45.5 | |
| DSRLLabeled samples ratio=10%2026.03 | 43.6 | 43.2 | |
| MLANLabeled samples ratio=10%2026.03 | 34.1 | 33.2 | |
| LGCN-FFLabeled samples ratio=10%2026.03 | 32.4 | 28.6 | |
| MVARLabeled samples ratio=10%2026.03 | 29.3 | 28.5 | |
| Co-GCNLabeled samples ratio=10%2026.03 | 27.5 | 28.1 |