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Papers Benchmarks Datasets Tasks

Low-light Image Enhancement research benchmarks – Page 8 · SOTA2 Research

Low-light Image Enhancement

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3.42US Score

7

Feb 26, 2026

3.57US

7

Feb 26, 2026

4.13US Score

7

Feb 26, 2026

3.95US Score

7

Feb 26, 2026

3.9US Score

7

Feb 26, 2026

Standard Anime Scenery Dataset (ASD)

25.97BRISQUE Score

6

Jul 3, 2026

MEF, LIME, DICM, and NPE Mean

3.64NIQE

6

Apr 14, 2026

15.732PSNR

6

Mar 12, 2026

4.25User Study Score

6

Mar 10, 2026

3.92User Study Score

6

Mar 10, 2026

0.036Average Execution Time (s)

6

Feb 26, 2026

24.177PSNR

6

Feb 26, 2026

18.033PSNR

6

Feb 26, 2026

15.274PSNR

6

Feb 26, 2026

Anime Scenery Images User Study (test)

DRU-EnlightenGAN

34.379APS

6

Feb 26, 2026

31.67BRISQUE

6

Feb 26, 2026

25.31BRISQUE

6

Feb 26, 2026

LIME (unpaired)

20.54BRISQUE

6

Feb 26, 2026

26.36BRISQUE Score

6

Feb 26, 2026

0.092LPIPS

6

Feb 26, 2026

18.13PSNR

6

Feb 26, 2026

23.398PSNR

6

Feb 26, 2026

28.04PSNR

6

Feb 26, 2026

Real-world datasets (MEF, LIME, DICM, NPE) (test)

4.14MEF Score

6

Feb 26, 2026

24.14PSNR

6

Feb 26, 2026

Page 8 of 9

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