Outlier Detection on Synthetic Transient Mean Shift - LogNormal (500, 250)
89.61F1 ScoreVSCOUT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 89.61 | 2.09 | 87.19 | 93.57 | 9.1787 | |
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 82.13 | 0.07 | 99.4 | 72.48 | 0.0712 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 73.4 | 12.11 | 58.3 | 100 | 10.3278 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 68.23 | 0.08 | 98.98 | 55.66 | 2.3809 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 53.03 | 0 | 100 | 36.87 | 0.2051 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 11.36 | 4.53 | 21.89 | 7.84 | 2.868 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.53 | 0.03 | 8.61 | 0.27 | 2.1842 |