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Underwater Image Enhancement research benchmarks – Page 4 · SOTA2 Research

Underwater Image Enhancement

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Underwater Images

12.26Params (M)

6

May 11, 2026

27.54PSNR

6

Apr 20, 2026

43.25CCF

6

Feb 26, 2026

UIEB (challenging set)

2.57Avg Score

6

Feb 26, 2026

7.655Entropy

5

Jun 16, 2026

7.711Entropy

5

Jun 16, 2026

0.03Inference Time (s)

5

Feb 26, 2026

0.515CNNIQA

4

Mar 10, 2026

4.08User Study Score

3

Mar 10, 2026

Page 4 of 4

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