DAGAN: A Domain-Aware Method for Image-to-Image Translations

Table 2

Diversity. In this table, a generations’ diversity is measured using LPIPS and CIS metrics. For the LPIPS metric, lower is better, while for CIS, the higher the number, the better. All experiments are conducted using the cityscape  GTA (car translations), and all numbers here are the average values of three experiments.

Method	LPIPS	CIS
MUNIT	0.493	0.981
DRIT	0.295	1.205
DAGAN (ins A⟵⟶B)	0.469	1.087
DAGAN (integrated A⟵⟶B)	0.520	1.005
DAGAN (smoothed ins)	0.402	1.098
DAGAN (smoothed integrated)	0.447	1.084