Synthetic Transient Mean Shift
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Outlier Detection | Synthetic Transient Mean Shift Multimodal (500, 250) | F1 Score82.58 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift Multimodal (500, 150) | F1 Score81.91 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift - Mixed (500, 250) | F1 Score72.14 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift Mixed (500, 150) | F1 Score71.31 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift - LogNormal (500, 250) | F1 Score89.61 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift LogNormal (500, 150) | F1 Score88.47 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift t (df=5) (500, 250) | F1 Score0.7497 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift t (df=5) (500, 150) | F1 Score72.81 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift Normal (500, 250) | F1 Score0.8042 | 7 | |
| Outlier Detection | Synthetic Transient Mean Shift Normal (500, 150) | F1 Score79.65 | 7 |
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