Table 2 Compared with SOTA methods.

From: Versatile cataract fundus image restoration model utilizing unpaired cataract and high-quality images

Method

PSNR

SSIM

Parameters(M)

GLCAE42

16.22

0.5627

–

Dark channel prior43

15.90

0.7482

–

GCANET7

23.61

0.8145

–

ESRGAN8

29.47

0.7907

16.72

ARCNet9

19.81

0.8709

54.42

GFENET10

16.77

0.8521

89.30

pixDA Sobel44

18.52

0.8399

54.42

SCRNET9

15.76

0.8568

89.28

RFormer16

22.96

0.6808

21.66

I-SECRET45

19.19

0.7844

10.85

Catintell-Res (ours)

39.03

0.9476

12.72

  1. Significant values are in bold.
Back to article page