Anomaly Detection on SRB
0.9AUCIF-LOF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IF-LOF2026.03 | 0.9 | 0.95 | |
| tcNF-base2026.03 | 0.73 | 0.7 | |
| tcNF-cnn2026.03 | 0.72 | 0.7 | |
| tcNF-mlp2026.03 | 0.69 | 0.66 | |
| KNN2026.03 | 0.68 | 0.65 | |
| RealNVP2026.03 | 0.6 | 0.58 | |
| tcNF-stateless2026.03 | 0.59 | 0.54 | |
| GDN2026.03 | 0.59 | 0.54 | |
| HBOS2026.03 | 0.58 | 0.54 | |
| iForest2026.03 | 0.55 | 0.51 | |
| PCC2026.03 | 0.51 | 0.47 | |
| DAMP2026.03 | 0.5 | 0.51 | |
| CBLOF2026.03 | 0.43 | 0.38 | |
| PCA2026.03 | 0.36 | 0.32 |