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Benchmarks
Sensitive attribute leakage on Census (KDD) Income 1.0
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0.48
Pearson Correlation
SOMtime
-0.3416
-0.1283
0.085
0.2983
Feb 20, 2026
Pearson Correlation
Spearman Correlation
P-Value
Updated 5d ago
Evaluation Results
Method
Method
Links
Pearson Correlation
Spearman Correlation
P-Value
SOMtime
Dimension=Z-axis activ...
2026.02
0.48
0.69
-
AE
Configuration=Best fro...
2026.02
0.22
0.25
0
UMAP
Embedding Dimensions=50
2026.02
0.07
0.07
0.0001
t-SNE
Embedding Dimensions=50
2026.02
-0.08
-0.08
0
PCA
Embedding Dimensions=50
2026.02
-0.31
0.21
0
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