Graph-level Anomaly Detection on SMALL
70.03AUCFedCIGAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedCIGARSetting=multi-dataset2026.05 | 70.03 | 61.11 | |
| LG-FGADSetting=multi-dataset2026.05 | 66.39 | 62.22 | |
| FGADSetting=multi-dataset2026.05 | 62.38 | 56.27 | |
| Self-trainSetting=multi-dataset2026.05 | 57.92 | 51.12 | |
| GCFLSetting=multi-dataset2026.05 | 53.93 | 57.68 | |
| FedStarSetting=multi-dataset2026.05 | 51.09 | 55.28 | |
| FedAvgSetting=multi-dataset2026.05 | 48.9 | 52.77 | |
| FedProxSetting=multi-dataset2026.05 | 48.89 | 52.42 |