Table 6.

VAE performance for each stimulus and class.

Dataset Name	Class Name	Training Time (s)	Validation Loss	Test Loss	Train Size	Val Size	Test Size
Emotion & view	fear/upright	1692.661	121.497	121.501	534	134	168
	fear/upsidedown	2405.592	114.304	116.231
	neutral/upright	2442.686	114.250	115.465
	neutral/upsidedown	2727.987	116.240	115.464
Familiarity & view	famous/upright	2156.230	117.403	121.848	633	159	199
	famous/upsidedown	1541.902	116.805	121.415
	unfamous/upright	2129.097	114.976	118.807
	unfamous/upsidedown	3177.764	112.945	117.052