Synthetic Mean Shift
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic Sustained Mean Shift Mixed distribution, n=500, p=150 (high contamination levels (γ ∈ {10, 15, 20}))
100F1 Score
14
Synthetic Sustained Mean Shift (Multimodal distribution, n=500, p=250) high contamination levels (γ ∈ {10, 15, 20})
68.34F1 Score
7
Synthetic Sustained Mean Shift LogNormal distribution, n=500, p=150 high contamination levels (γ ∈ {10, 15, 20})
100F1 Score
7
Synthetic Sustained Mean Shift (t (df=5) distribution, n=500, p=250) high contamination levels (γ ∈ {10, 15, 20})
100F1 Score
7
Synthetic Mean Shift t (df=5) distribution, n=500, p=150 Sustained (high contamination levels (γ ∈ {10, 15, 20}))
100F1 Score
7
Synthetic Mean Shift (Normal distribution, n=500, p=250) high contamination levels (γ ∈ {10, 15, 20}) Sustained
100F1 Score
7
Synthetic Mean Shift (Normal distribution, n=500, p=150) high contamination levels (γ ∈ {10, 15, 20}) Sustained
100F1 Score
7