ResearchBenchmarksSensitive attribute leakage on WVS USA 7Follow0.8Pearson CorrelationSOMtime-0.3752-0.07010.2350.5401Feb 20, 2026Evaluation ResultsMethodMethodLinksPearson CorrelationSpearman CorrelationP-ValueSOMtimeDimension=Z-axis activ...Dimension=Z-axis activation2026.020.80.520AEConfiguration=Best fro...Configuration=Best from ablations2026.020.270.290t-SNEEmbedding Dimensions=50Embedding Dimensions=502026.020.25-0.240PCAEmbedding Dimensions=50Embedding Dimensions=502026.02-0.2-0.230UMAPEmbedding Dimensions=50Embedding Dimensions=502026.02-0.33-0.340