Graph-level Anomaly Detection on BIOCHEM
0.722AUCFedCIGAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedCIGARSetting=multi-dataset2026.05 | 0.722 | 0.6503 | |
| Self-trainSetting=multi-dataset2026.05 | 0.683 | 0.6167 | |
| LG-FGADSetting=multi-dataset2026.05 | 0.6798 | 0.6152 | |
| FGADSetting=multi-dataset2026.05 | 0.6141 | 0.552 | |
| GCFLSetting=multi-dataset2026.05 | 0.5144 | 0.5488 | |
| FedStarSetting=multi-dataset2026.05 | 0.478 | 0.5321 | |
| FedAvgSetting=multi-dataset2026.05 | 0.4749 | 0.5124 | |
| FedProxSetting=multi-dataset2026.05 | 0.4604 | 0.5171 |