Table 5. FAD of synthetic samples of minority classes w.r.t real samples.

Generative model	Class
	Bronchiectasis	Bronchiolitis	Healthy	Pneumonia	LRTI	URTI
MLP-VAE	28.40	11.72	4.81	12.34	3.16	14.11
CNN-VAE	12.47	10.86	12.05	11.56	12.10	10.44
Conditional VAE	13.96	10.88	12.07	11.62	10.79	10.57