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Benchmarks
Sensitive attribute leakage on Census KDD Age 1.0
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0.5
Pearson Correlation
SOMtime
-0.228
-0.039
0.15
0.339
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
0.5
0.83
-
PCA
Embedding Dimensions=50
2026.02
0.17
0.11
0
UMAP
Embedding Dimensions=50
2026.02
0.08
0.09
0
t-SNE
Embedding Dimensions=50
2026.02
0.08
-0.1
0
AE
Configuration=Best fro...
2026.02
-0.2
-0.22
0
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