Table 2 The comparison results of color difference metric CIEDE200053and running efficiency on the LOL-V125and LOL-V226 datasets. The best and second-best results are marked in Bold and italic, respectively.

From: Bilateral enhancement network with signal-to-noise ratio fusion for lightweight generalizable low-light image enhancement

Methods

CIEDE2000\(\downarrow\)

Efficiency\(\downarrow\)

LOL-V1

LOL-V2

Params(M)

test time(s)

LIME18

14.62

17.63

-

0.19

ZeroDec++7

19.28

14.27

0.01

0.001

PairLIE54

11.93

11.23

0.33

0.057

RetinexNet25

13.76

18.07

0.40

0.019

MBLLEN8

13.72

14.66

20.47

1.981

KIND9

9.68

6.74

8.21

0.11

KIND++55

8.51

9.36

8.28

0.12

IAT56

7.97

8.17

0.09

0.04

DecNet57

8.93

8.87

1.83

0.353

FLW-Net51

7.74

6.64

0.02

0.001

BiEnNet (LOL-V1)

6.16

5.03

0.10

0.07

BiEnNet (LOL-V2)

6.10

4.58

0.10

0.07

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