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Papers Benchmarks Datasets Tasks

Image Restoration research benchmarks – Page 4 · SOTA2 Research

Image Restoration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RealLQ250 (test)

3.556NIQE

11

Feb 26, 2026

1.233FADE

10

Jun 23, 2026

27.54PSNR

10

Jun 23, 2026

25.41PSNR (L+H+R)

10

Jun 18, 2026

26.24PSNR (L+H)

10

Jun 18, 2026

27.26PSNR (Low)

10

Jun 18, 2026

real-world composite degradation dataset

0.609CLIP-IQA+

10

Jun 17, 2026

31.27PSNR

10

May 22, 2026

1SSIM

10

Apr 14, 2026

MiO100 out-of-domain degradation combinations (D>=3)

18.69PSNR

10

Mar 31, 2026

MiO100 out-of-domain degradation combinations (D=2)

23.19PSNR

10

Mar 31, 2026

Berkeley Segmentation Database Motion blur BSD60 (test)

58,819QSSIM

10

Mar 20, 2026

Berkeley Segmentation Database Motion blur Average BSD60 (test)

76.944QSSIM

10

Mar 20, 2026

27.7PSNR

10

Mar 16, 2026

15.56PSNR

10

Mar 16, 2026

28.8PSNR

10

Feb 26, 2026

MiO100 (Group C)

20.612PSNR

9

Jun 30, 2026

MiO100 (Group B)

22.133PSNR

9

Jun 30, 2026

MiO100 (Group A)

21.804PSNR

9

Jun 30, 2026

Real-world dataset (test)

26.148PSNR

9

Jun 30, 2026

SBVQ Weighted Average

54.433PSNR (dB)

9

Jun 24, 2026

SBVQ dataset Ultra-low dose

52.508PSNR (dB)

9

Jun 24, 2026

54.838PSNR (dB)

9

Jun 24, 2026

UIU dataset Ultra-low dose

52.695PSNR (dB)

9

Jun 24, 2026

AgenticIR (unseen)

0.335MANIQA

9

Jun 17, 2026

Page 4 of 10

Popular datasets

CDD DIV2K dataset MiO100 Snow100K

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