ResearchBenchmarksSensitive attribute leakage on WVS Romania 7Follow-0.06Pearson CorrUMAP-0.08880.10560.30.4944Feb 20, 2026Evaluation ResultsMethodMethodLinksPearson CorrSpearman CorrP-ValueUMAPEmbedding Dimensions=50Embedding Dimensions=502026.02-0.06-0.050.0014PCAEmbedding Dimensions=50Embedding Dimensions=502026.020.060.040.05t-SNEEmbedding Dimensions=50Embedding Dimensions=502026.020.060.050.0024AEConfiguration=Best fro...Configuration=Best from ablations2026.020.160.150SOMtimeDimension=Z-axis activ...Dimension=Z-axis activation2026.020.660.590