Anomaly Detection on DD (AUC, F1-Score)
83.13AUCFedCIGAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedCIGARsetting=single-dataset2026.05 | 83.13 | 76.79 | |
| LG-FGADsetting=single-dataset2026.05 | 81.66 | 75.72 | |
| FGADsetting=single-dataset2026.05 | 81.03 | 75.33 | |
| Self-trainsetting=single-dataset2026.05 | 80.11 | 74.52 | |
| FedStarsetting=single-dataset2026.05 | 55.88 | 55.95 | |
| GCFLsetting=single-dataset2026.05 | 38.56 | 30.06 | |
| FedAvgsetting=single-dataset2026.05 | 30.83 | 34.16 | |
| FedProxsetting=single-dataset2026.05 | 30.81 | 33.91 |