Table 2 The FID, LPIPS, SSIM, and PSNR of Imagest and several baseline methods
From: Imagest: a style conditioned art painting synthesis and generation networks
Model | Imagest | VQGAN | Stable Diffusion 1–4 | Stable Diffusion 1–5 | DALL.E 2 |
|---|---|---|---|---|---|
FID↓ | 10.62 | 12.89 | 12.30 | 10.87 | 10.03 |
LPIPS↓ | 0.244 | 0.280 | 0.252 | 0.249 | 0.225 |
SSIM ↑ | 0.882 | 0.835 | 0.864 | 0.879 | 0.892 |
PSNR ↑ | 27.5 | 24.3 | 25.8 | 26.9 | 27.1 |
