TABLE 1.

ECG reconstruction results of multiple methods on different datasets.

Method	Dataset	RMSE	PRD
BiLSTM-CNN GAN *	MIT-BIH	0.22	51.80
BiLSTM-GRU *	MIT-BIH	0.31	74.05
BiLSTM-LSTM *	MIT-BIH	0.35	84.80
BiLSTM-MLP *	MIT-BIH	0.61	147.73
ECG VAE	United Kingdom Biobank	0.16	26.51
Multi-Domain VAE (Proposed)	United Kingdom Biobank	0.17	27.45

*Values obtained directly from Zhu et al. (2019)