Outlier Detection on Synthetic Transient Mean Shift Multimodal (500, 250)
82.58F1 ScoreVSCOUT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 82.58 | 0.81 | 87.52 | 81.06 | 8.4727 | |
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 72.9 | 1.38 | 88.05 | 64.16 | 0.0841 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 42.84 | 0 | 100 | 29.02 | 2.9104 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 25.2 | 3.16 | 36.21 | 21.15 | 2.5939 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 5.78 | 0 | 0 | 0.2052 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 2.1901 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 9.0117 |