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Papers Benchmarks Datasets Tasks

Image Restoration research benchmarks – Page 3 · SOTA2 Research

Image Restoration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Total alpha-order model

20.48SNR

12

Jun 5, 2026

MiO100 Group C (test)

22.12PSNR

12

May 22, 2026

ImageNet (inference)

7.4Inference Time (s)

12

May 15, 2026

16.79SNR (dB)

12

Mar 31, 2026

FoundIR Average (test)

25.18PSNR

12

Mar 16, 2026

19.9PSNR

12

Mar 10, 2026

Screen-Compound MRL (test)

21.57PSNR

12

Mar 9, 2026

Screen-Compound SL (test)

22.38PSNR

12

Mar 9, 2026

CDD11-Triple (L+H+S)

26.45PSNR

12

Feb 26, 2026

CDD11-Triple (L+H+R)

26.14PSNR

12

Feb 26, 2026

CDD11-Double (H+S)

34.42PSNR

12

Feb 26, 2026

CDD11-Double (H+R)

34.21PSNR

12

Feb 26, 2026

CDD11-Double (L+S)

26.59PSNR

12

Feb 26, 2026

CDD11-Double (L+R)

26.67PSNR

12

Feb 26, 2026

CDD11-Double (L+H)

27.27PSNR

12

Feb 26, 2026

RealSet80 (test)

3.4NIQE

12

Feb 26, 2026

Cityscapes 4 (test)

42.05PSNR

12

Feb 26, 2026

sRGB (Poisson noise λ ∈ [5, 50]) synthetic (test)

34.74PSNR

12

Feb 26, 2026

0.981Clean Score

12

Feb 26, 2026

CDD Noise+Haze+Rain 11

19.61PSNR

11

May 12, 2026

CDD Haze+Rain 11

20.34PSNR

11

May 12, 2026

DIV4K 50 (test)

2.65NIQE

11

Apr 21, 2026

All-in-One Image Restoration Benchmark (test)

22.585PSNR

11

Apr 14, 2026

0.235LPIPS

11

Mar 4, 2026

29.66PSNR

11

Feb 26, 2026

Page 3 of 10

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