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Papers Benchmarks Datasets Tasks

Image Dehazing research benchmarks – Page 3 · SOTA2 Research

Image Dehazing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2.484FADE

12

Apr 10, 2026

FoundIR Haze (test)

22.07PSNR

12

Mar 16, 2026

41.28PSNR

12

Feb 26, 2026

30.18PSNR

12

Feb 26, 2026

24.36PSNR

12

Feb 26, 2026

23.93PSNR

12

Feb 26, 2026

SOTS indoor and outdoor

33.79PSNR

12

Feb 26, 2026

UASM-R real-world (test)

0.328FADE

11

Jun 16, 2026

RW2AH real-world (test)

22.37PSNR

11

Jun 16, 2026

UASM-S synthetic (test)

23.63PSNR

11

Jun 16, 2026

HazeRD 49 (test)

0.192LPIPS

11

Mar 4, 2026

FoundIR Haze 1.0 (test)

0.183LPIPS

11

Mar 4, 2026

35.36PSNR

11

Feb 26, 2026

11.419CIEDE2000

11

Feb 26, 2026

O-HAZE 1 (test)

25.19PSNR

11

Feb 26, 2026

21.19PSNR

11

Feb 26, 2026

0.044LPIPS

10

Apr 21, 2026

Haze1k Moderate

0.055LPIPS

10

Apr 21, 2026

0.088LPIPS

10

Apr 21, 2026

0.072LPIPS

10

Apr 21, 2026

39.14PSNR

10

Feb 26, 2026

RESIDE HSTS 31 (test)

24.15PSNR

10

Feb 26, 2026

RESIDE-OTS 31 (test)

25.18PSNR

10

Feb 26, 2026

Cholec80-Haze 1 (test)

3.1NIQE

10

Feb 26, 2026

RTTS RESIDE (test)

0.824FADE

10

Feb 26, 2026

Page 3 of 5

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RESIDE SOTS NH-HAZE O-HAZE Synthetic dataset

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