Anomaly Detection on AIDS
99.8AUCOCGIN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OCGIN2026.02 | 99.8 | — | |
| OCGTL2026.02 | 99.6 | — | |
| LG-FGADsetting=single-dataset2026.05 | 99.57 | 97.55 | |
| FedCIGARsetting=single-dataset2026.05 | 99.33 | 98.84 | |
| FGADsetting=single-dataset2026.05 | 99.25 | 98.14 | |
| CVTGAD2026.02 | 98.6 | — | |
| Self-trainsetting=single-dataset2026.05 | 98.35 | 97.89 | |
| GLocalKD2026.02 | 97.3 | — | |
| PGOS2026.02 | 96.9 | — | |
| GOODAT2026.02 | 96 | — | |
| GOOD-D2026.02 | 95.9 | — | |
| SIGNET2026.02 | 92.2 | — | |
| FedStarsetting=single-dataset2026.05 | 86.75 | 82.77 | |
| GCL-iF2026.02 | 78 | — | |
| GCFLsetting=single-dataset2026.05 | 74.31 | 70.86 | |
| IG-iF2026.02 | 72.8 | — | |
| FedAvgsetting=single-dataset2026.05 | 61.26 | 58.8 | |
| FedProxsetting=single-dataset2026.05 | 61.18 | 58.8 | |
| WL-SVM2026.02 | 49.2 | — |