Synthetic Mean Shift
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Outlier Detection | Synthetic Sustained Mean Shift Mixed distribution, n=500, p=150 (high contamination levels (γ ∈ {10, 15, 20})) | F1 Score100 | 14 | |
| Outlier Detection | Synthetic Sustained Mean Shift (Multimodal distribution, n=500, p=250) high contamination levels (γ ∈ {10, 15, 20}) | F1 Score68.34 | 7 | |
| Outlier Detection | Synthetic Sustained Mean Shift LogNormal distribution, n=500, p=150 high contamination levels (γ ∈ {10, 15, 20}) | F1 Score100 | 7 | |
| Outlier Detection | Synthetic Sustained Mean Shift (t (df=5) distribution, n=500, p=250) high contamination levels (γ ∈ {10, 15, 20}) | F1 Score100 | 7 | |
| Outlier Detection | Synthetic Mean Shift t (df=5) distribution, n=500, p=150 Sustained (high contamination levels (γ ∈ {10, 15, 20})) | F1 Score100 | 7 | |
| Outlier Detection | Synthetic Mean Shift (Normal distribution, n=500, p=250) high contamination levels (γ ∈ {10, 15, 20}) Sustained | F1 Score100 | 7 | |
| Outlier Detection | Synthetic Mean Shift (Normal distribution, n=500, p=150) high contamination levels (γ ∈ {10, 15, 20}) Sustained | F1 Score100 | 7 |
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