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Underwater Image Restoration research benchmarks · SOTA2 Research

Underwater Image Restoration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.967UIQM

17

Mar 25, 2026

4.74NIMA

16

Feb 26, 2026

19.64ΔE00

13

Apr 28, 2026

UIEB Full-reference (testR)

24.59PSNR

9

Feb 26, 2026

Synthesized underwater image dataset Full-reference (testS)

23.4PSNR

9

Feb 26, 2026

6.846UIQM

9

Feb 26, 2026

5.33UIQM

9

Feb 26, 2026

4.598UIQM

9

Feb 26, 2026

PRISMA and NASA EO

24.72CCF

6

Feb 26, 2026

0.56SSIM

5

Feb 26, 2026

SeaThru-NeRF and U-IW Averaged (test)

0.66UCIQE

4

May 14, 2026

30.37ΔE00

4

Feb 26, 2026

12.67ΔE00

4

Feb 26, 2026

Popular datasets

UIEB D3 EUVP RUIE Seathru

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