ResearchBenchmarksSensitive attribute leakage on WVS Germany 7Follow-0.29Pearson CorrelationAE-0.3332-0.04160.250.5416Feb 20, 2026Evaluation ResultsMethodMethodLinksPearson CorrelationSpearman CorrelationP-ValueAEConfiguration=Best fro...Configuration=Best from ablations2026.02-0.29-0.290PCAEmbedding Dimensions=50Embedding Dimensions=502026.02-0.16-0.180UMAPEmbedding Dimensions=50Embedding Dimensions=502026.020.170.190t-SNEEmbedding Dimensions=50Embedding Dimensions=502026.020.19-0.350SOMtimeDimension=Z-axis activ...Dimension=Z-axis activation2026.020.790.730