Table 5 Comparison study of dehazing models on Hazy-KITTI dataset53.

From: ODD-Net: a hybrid deep learning architecture for image dehazing

Metrics

Hazy

LCA-Net47

DehazeNet3,48

GMAN49

CP50

U-Net51

FFA-Net52

Proposed

PSNR

15.66

18.32

20.87

24.64

22.94

22.56

27.45

31.35

SSIM

0.73

0.69

0.69

0.89

0.90

0.86

0.90

0.95

FADE

1.12

0.63

0.62

0.43

0.41

0.57

0.39

0.45

NQIE

2.75

4.36

3.92

3.09

3.21

2.73

2.54

2.79

CQIE

3.14

3.02

3.22

3.23

3.11

3.19

3.23

3.27

BLIINDS2

6.23

40.80

23.40

16.13

3.97

8.88

9.54

11.86

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