Outlier Detection on Synthetic Transient Mean Shift Multimodal (500, 150)
81.91F1 ScoreVSCOUT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 81.91 | 0.83 | 86.91 | 80.35 | 7.0006 | |
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 72.29 | 1.45 | 86.8 | 64.06 | 0.0769 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 42.7 | 0 | 100 | 28.9 | 1.7628 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 23.13 | 3.36 | 31.68 | 20.32 | 2.333 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 5.78 | 0 | 0 | 0.125 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 0.9081 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 3.5358 |