Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Low-light Image Enhancement research benchmarks – Page 7 · SOTA2 Research

Low-light Image Enhancement

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

8K UHD (7680×4320)

11.49Inference Time (ms)

8

Apr 13, 2026

4K UHD 3840×2160

8.68Inference Time (ms)

8

Apr 13, 2026

13.848PSNR

8

Apr 8, 2026

13.901PSNR

8

Apr 8, 2026

LOL synthetic v2

27.92PSNR

8

Mar 10, 2026

3.678PI

8

Feb 26, 2026

100-image synthetic low-light dataset (test)

32.15PSNR

8

Feb 26, 2026

3.037NIQE

8

Feb 26, 2026

3.422NIQE

8

Feb 26, 2026

2.864NIQE

8

Feb 26, 2026

3.711NIQE

8

Feb 26, 2026

2.32NIQE

7

Jul 7, 2026

3.54NIQE

7

Jul 7, 2026

3.98NIQE

7

Jul 7, 2026

13.56PSNR

7

May 20, 2026

LOL synthetic v2

27.6PSNR

7

Apr 1, 2026

24.2PSNR

7

Apr 1, 2026

25.72PSNR

7

Apr 1, 2026

Low-Light Image Enhancement Efficiency

0.076Inference Time (s)

7

Mar 19, 2026

0.669CNNIQA

7

Mar 10, 2026

unseen anime scenery dataset 738 images (test)

31.171BRISQUE

7

Feb 26, 2026

2K 2560×1440 (test)

4.956Memory Usage (GB)

7

Feb 26, 2026

LOL SYNC PART V2

19.6PSNR

7

Feb 26, 2026

coarse-to-fine DNN

2.5NIQE

7

Feb 26, 2026

Images of size 1200x900x3 (test)

0.003Runtime

7

Feb 26, 2026

Page 7 of 9

Popular datasets

LOL VV NPE ELD LSRW

Follow for updates

Join SOTA2 Contact