ResearchBenchmarksSensitive attribute leakage on WVS China 7Follow0.8Pearson CorrelationSOMtime-0.26080.01460.290.5654Feb 20, 2026Evaluation ResultsMethodMethodLinksPearson CorrelationSpearman CorrelationP-ValueSOMtimeDimension=Z-axis activ...Dimension=Z-axis activation2026.020.80.580t-SNEEmbedding Dimensions=50Embedding Dimensions=502026.020.24-0.230UMAPEmbedding Dimensions=50Embedding Dimensions=502026.020.210.20AEConfiguration=Best fro...Configuration=Best from ablations2026.020.190.250PCAEmbedding Dimensions=50Embedding Dimensions=502026.02-0.22-0.220