Anomaly Detection on ADBench unsupervised (contaminated) setting
34.3AUC-PRK-DSM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| K-DSMVariant=+EMA2026.05 | 34.3 | 70.1 | 34.4 | |
| DSMVariant=+EMA2026.05 | 32.1 | 71 | 30.8 | |
| MCD2026.05 | 32.1 | 73 | 30.8 | |
| DDAEVariant=+EMA2026.05 | 31.5 | 72.5 | 31.2 | |
| DTEVariant=+EMA2026.05 | 29 | 72.5 | 28.4 | |
| DTEVariant=base2026.05 | 28.1 | 72.6 | 27.9 | |
| SLAD2026.05 | 24.5 | 67.3 | 23.8 | |
| ICL2026.05 | 24 | 69.5 | 24.5 | |
| KNN2026.05 | 23.9 | 66.5 | 25 | |
| DDAEVariant=base2026.05 | 22.8 | 68.5 | 24.1 | |
| DSMVariant=base2026.05 | 19.4 | 60.4 | 20 | |
| K-DSMVariant=base2026.05 | 18.8 | 60.2 | 19.5 | |
| MSMVariant=base2026.05 | 17.7 | 62.8 | 18.2 | |
| LOF2026.05 | 17.5 | 60.8 | 18.4 | |
| MSMVariant=+EMA2026.05 | 16.9 | 64.1 | 16.6 |