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Papers Benchmarks Datasets Tasks

Image Deblurring research benchmarks – Page 4 · SOTA2 Research

Image Deblurring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

31.38PSNR

9

Jun 1, 2026

FFHQ Gaussian deblurring 100 images (val)

28.7PSNR

9

Mar 4, 2026

RWBlur400 (test)

0.604MANIQA

9

Feb 26, 2026

RealBlur-R Raw (test)

41.23PSNR

9

Feb 26, 2026

Köhler 18 (test)

Realistic Blur Synthesis Pipeline (SRN-DeblurNet)

28.41PSNR

9

Feb 26, 2026

Set5 Gaussian Blur (test)

35.3Baby Score

9

Feb 26, 2026

Set5 Uniform Blur (test)

33.14Baby Category Score

9

Feb 26, 2026

BluRef + Blur2Blur

8.47NIQE

8

Mar 17, 2026

GoPro 19 (test)

34.1PSNR

8

Feb 26, 2026

35.34PSNR

8

Feb 26, 2026

VideoDeblurring single frame (test)

30.48PSNR (Sample 1)

8

Feb 26, 2026

Standard Images Gaussian Blur std 1.6 (test)

31.69PSNR (Cameraman)

8

Feb 26, 2026

Standard Test Images Scenario 4

4.29ISNR (Cameraman)

7

Jun 5, 2026

Standard Images Scenario 3 (test)

10.55ISNR (cameraman)

7

Jun 5, 2026

Standard Test Images Scenario 2

7.33ISNR (Cameraman)

7

Jun 5, 2026

Standard Images Scenario 1 (test)

9.08ISNR (cameraman)

7

Jun 5, 2026

31.266PSNR

7

May 26, 2026

Real-world defocused dataset ImageNet and CVG-UGR targets (test)

18.67PSNR

7

May 26, 2026

34.96PSNR

7

May 11, 2026

14.616SNR (dB)

7

Mar 31, 2026

13.962SNR (dB)

7

Mar 31, 2026

13.037SNR (dB)

7

Mar 31, 2026

27.453SNR (dB)

7

Mar 31, 2026

Urban100 defocus blur (test)

22.6PSNR

7

Mar 30, 2026

Kodak24 defocus blur (test)

25.81PSNR

7

Mar 30, 2026

Page 4 of 6

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