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. 2024 Sep 9;24:198. doi: 10.1186/s12874-024-02327-x

Table 1.

Comparison of synthetic data generated from simulation data, evaluated by two utility metrics (lower values indicate better performance)

Metric Methods
Our method NORTA-J GAN VAE QVAE QP-VAE
ψ¯ 0.068±0.01 0.097±0.01 0.156±0.01 0.093±0.01 0.094±0.00 0.057±0.01
ψratio 1.292±0.15 2.272±0.23 3.008±0.16 1.776±0.14 1.776±0.08 1.153±0.12