Anomaly Detection on MUTAG (AUC, F1-Score)
97.52AUCFedCIGAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedCIGARsetting=single-dataset2026.05 | 97.52 | 91.67 | |
| Self-trainsetting=single-dataset2026.05 | 94.44 | 89.58 | |
| LG-FGADsetting=single-dataset2026.05 | 87.5 | 85 | |
| FedAvgsetting=single-dataset2026.05 | 85.83 | 85 | |
| FedStarsetting=single-dataset2026.05 | 85.42 | 83.33 | |
| FedProxsetting=single-dataset2026.05 | 84.17 | 85 | |
| FGADsetting=single-dataset2026.05 | 83.75 | 80.24 | |
| GCFLsetting=single-dataset2026.05 | 83.33 | 78.33 |