ResearchBenchmarksTabular Data Synthesis on Default (Shape, Trend, MLE-1, MLE-2)Tabular Data Synthesis on Default (Shape, Trend, MLE-1, MLE-2)Follow1.29Shape FidelityTabDiff0.875040.982771.09051.19823May 23, 2026Evaluation resultsMethodMethodLinksShape FidelityTrend FidelityMLE-1 (AUC)MLE-2 (F1)TabDiff2026.051.294.7175.843.9MLP+GeomBackbone=MLP, Geometry...Backbone=MLP, Geometry-Aware=true2026.050.8912.9376.445.1