Outlier Detection on Synthetic Transient Mean Shift Mixed (500, 150)
71.31F1 ScoreIForest
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 71.31 | 1.6 | 86.43 | 62.87 | 0.081 | |
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 57.1 | 4.04 | 61.48 | 58.03 | 9.5293 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 46.25 | 0.76 | 87.31 | 32.14 | 0.1255 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 28.5 | 4.52 | 37.83 | 27.09 | 4.502 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 4.81 | 0.17 | 18.2 | 3.32 | 3.4244 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 5.8 | 0 | 0 | 1.7618 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 0.9131 |