Table 5. Comparison of VAE-UNet Performance before and after Inclusion of the Deep-Feature-Consistent (DFC) Model and Ionic Radius (r_i) in Electrondensity Maps^a.

system	VAE MSE (Å)	UNet nonzero recall (%)	Mean EMD (Å)	Mean Δnsites
VAE without DFC with σ = 1.0	0.012	55	0.150	1.0
DFC-VAE with σ = 1.0	0.013	55	0.112	0.25
DFC-VAE with σ = ri	0.013	87	0.090	0.198

^aThe performance of our full Cond-DFC-VAE-UNet model is shown in bold formatting.