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Papers Benchmarks Datasets Tasks

Single Image Dehazing research benchmarks · SOTA2 Research

Single Image Dehazing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic Images NRE

0.005MSE

38

Feb 26, 2026

Synthetic Images SRE

0.006MSE

35

Feb 26, 2026

Synthetic Images ARE

0.006MSE

35

Feb 26, 2026

Synthetic Images CRE

0.004MSE

35

Feb 26, 2026

98SSIM

14

Jun 16, 2026

NYU-Depth D-HAZY (full)

15.54PSNR

9

Feb 26, 2026

Real-World Average

17.85PSNR

5

Apr 28, 2026

Real-World Dense

18.8PSNR

5

Apr 28, 2026

Real-World Thin

18.83PSNR

5

Apr 28, 2026

AnimalHaze3k (test)

89.14SSIM

5

Apr 20, 2026

O-HAZE NTIRE 2018 (val)

NTIRE 2018 Best

22.82PSNR

4

Feb 26, 2026

I-HAZE NTIRE 2018 (val)

NTIRE 2018 Best

20.41PSNR

4

Feb 26, 2026

O-HAZE NTIRE 2018 (test)

NTIRE 2018 Best

24.59PSNR

2

Feb 26, 2026

I-HAZE NTIRE 2018 (test)

NTIRE 2018 Best

24.97PSNR

2

Feb 26, 2026

Popular datasets

Synthetic Images Real-world I-HAZE O-HAZE NYU Depth

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