Anomaly Detection on ADBench 38 real-world datasets (clean-context)
65.52F1 ScoreTACTIC
Evaluation results
| Method | Links | |
|---|---|---|
| TACTICevaluation_setting=clean-context2026.03 | 65.52 | |
| KNNevaluation_setting=clean-context2026.03 | 58.24 | |
| LOFevaluation_setting=clean-context2026.03 | 49 | |
| IForestevaluation_setting=clean-context2026.03 | 47.74 | |
| OCSVMevaluation_setting=clean-context2026.03 | 44.76 | |
| PCAevaluation_setting=clean-context2026.03 | 44.3 | |
| HBOSevaluation_setting=clean-context2026.03 | 43.62 | |
| CBLOFevaluation_setting=clean-context2026.03 | 43.2 | |
| DeepSVDDevaluation_setting=clean-context2026.03 | 41.44 | |
| LODAevaluation_setting=clean-context2026.03 | 38.06 | |
| ECODevaluation_setting=clean-context2026.03 | 37.42 | |
| COPODevaluation_setting=clean-context2026.03 | 36.43 | |
| SODevaluation_setting=clean-context2026.03 | 26.62 | |
| COFevaluation_setting=clean-context2026.03 | 16.01 |