Table 3 The FID and LPIPS comparisons between source domain images and the translated images obtained by different methods
From: WDIG: a wavelet domain image generation framework based on frequency domain optimization
Methods | Latent codes guided | Reference guided | ||
|---|---|---|---|---|
FID | LPIPS | FID | LPIPS | |
StarGANv2 | 16.1 | 0.320 | 18.8 | 0.275 |
StarGANv2 + pixel space | 14.2 | 0.211 | 16.1 | 0.183 |
StarGANv2 + Fourier space | 14.9 | 0.242 | 16.0 | 0.196 |
StarGANv2 + wavelet space | 14.6 | 0.233 | 15.7 | 0.194 |
FDIT | 14.2 (11.8%↑) | 0.210 (34.4%↑) | 16.3 (13.3%↑) | 0.179 (34.9%↑) |
WDIG | 13.5 (16.1%↑) | 0.212 (33.8%↑) | 15.7 (16.5%↑) | 0.185 (32.7%↑) |