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Papers Benchmarks Datasets Tasks

Image Dehazing research benchmarks – Page 5 · SOTA2 Research

Image Dehazing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Varied hazy conditions (test)

PESPD-MEF + SLP

0.749FADE

7

Feb 26, 2026

Synthetic B (test)

87.46SSIM

7

Feb 26, 2026

Middlebury Stereo Datasets Synthetic beta=1, a=1 (test)

0.006MSE

7

Feb 26, 2026

URHI no-reference (test)

3.381NIQE

6

Jun 25, 2026

97.9SSIM

6

Jun 2, 2026

34.07PSNR

6

Mar 16, 2026

Sun RGB-D Synthetic (test)

28.67PSNR

6

Feb 26, 2026

0.956SSIM

6

Feb 26, 2026

SMOKE self-collected original (test)

18.83PSNR

5

Feb 26, 2026

4.58NIQE

4

Feb 26, 2026

Page 5 of 5

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RESIDE SOTS NH-HAZE O-HAZE Synthetic dataset

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