Outlier Detection on Synthetic Transient Mean Shift Normal (500, 250)
0.8042F1 ScoreIForest
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.8042 | 0.003 | 0.9742 | 0.7091 | 0.075 | |
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.688 | 0.0207 | 0.7645 | 0.6913 | 8.9833 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.5303 | 0 | 1 | 0.3687 | 0.2048 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.3242 | 0.0402 | 0.4238 | 0.3138 | 2.6477 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0.058 | 0 | 0 | 2.9463 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 2.1849 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 8.899 |