On one energy-consumption dataset, Synthcity's Bayesian Network had the highest statistical fidelity and SDV's TVAE the best predictive utility at 1:10 scale, with no clear library winner.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
A Comparative Study of Open-Source Libraries for Synthetic Tabular Data Generation: SDV vs. SynthCity
On one energy-consumption dataset, Synthcity's Bayesian Network had the highest statistical fidelity and SDV's TVAE the best predictive utility at 1:10 scale, with no clear library winner.