Outlier Detection on Synthetic Transient Mean Shift LogNormal (500, 150)
88.47F1 ScoreVSCOUT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 88.47 | 2.22 | 86.5 | 92.05 | 6.9867 | |
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 82.13 | 0.07 | 99.4 | 72.48 | 0.0637 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 67.25 | 0.15 | 98.16 | 54.28 | 1.9732 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 63.11 | 19.48 | 46.69 | 100 | 3.4518 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 53.02 | 0 | 99.99 | 36.86 | 0.1253 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 11.21 | 4.54 | 21.58 | 7.74 | 1.7423 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.96 | 0.09 | 15.35 | 0.51 | 0.9126 |