Table 10.

The comparison results between Temporal-MSE and TSF-MSE of constructing GAN/WGAN architectures for reconstruction.

Reconstruction	Temporal-GAN (a)	TSF-GAN (b)	Temporal-WGAN (c)	TSF-WGAN (d)
AO−>AO	64.86	65.41	64.32	67.67
GAL−>GAL	71.43	74.64	72.68	73.89
MI−>MI	62.43	63.61	63.83	64.01
GAL−>AO	64.16	64.55	63.85	64.40
MI−>AO	62.31	62.07	61.84	62.08
AO−>GAL	68.84	70.60	68.73	70.34
MI−>GAL	68.93	70.21	69.29	69.57
AO−>MI	62.35	64.93	62.86	63.29
GAL−>MI	62.19	63.39	62.28	63.66
T-test	–	b vs. a	–	d vs. c
p-value	–	**p <0.01	–	*p <0.05

The bold text is the best performance.