Table 5 Quantitative analysis of adaptive mechanism

From: Low-rank structure guided diffusion for Shaanxi temple mural restoration

Method

γt

PSNR↑

SSIM↑

LPIPS↓

FID↓

LRDiff (w/o AM)

0.1

28.83

0.892

0.045

14.74

 

0.5

30.35

0.939

0.023

12.87

 

1.0

29.50

0.917

0.033

13.75

LRDiff

Eq. (10)

31.21

0.952

0.012

11.52

  1. The “w/o AM” means without adaptive mechanism, and “γt” means adaptive weight.
Back to article page