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Papers Benchmarks Datasets Tasks

Image Deblurring research benchmarks – Page 3 · SOTA2 Research

Image Deblurring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dataset Average

5.23Geometric Mean

12

Apr 20, 2026

5.06Geometric Mean

12

Apr 20, 2026

5.2Geometric Mean

12

Apr 20, 2026

5.33Geometric Mean

12

Apr 20, 2026

5.32Geometric Mean

12

Apr 20, 2026

GoPro Blur 1.0 (test)

31.81PSNR

12

Mar 19, 2026

GoPro Blur_gamma 1.0 (test)

29.97PSNR

12

Mar 19, 2026

FoundIR Blur (test)

25.31PSNR

12

Mar 16, 2026

39.23PSNR

12

Feb 26, 2026

37.48PSNR

12

Feb 26, 2026

1.74Average Subjective Score

12

Feb 26, 2026

FFHQ 1,000 images (test)

27.911PSNR

11

Jul 7, 2026

0.25Inference Speed (sec/image)

11

Mar 24, 2026

FoundIR Blur 1.0 (test)

0.172LPIPS

11

Mar 4, 2026

29.23PSNR

11

Feb 26, 2026

RealBlur-J alpha = 40

28.72PSNR

11

Feb 26, 2026

RealBlur-J alpha = 10

28.16PSNR

11

Feb 26, 2026

0.114LPIPS

10

May 12, 2026

0.093LPIPS

10

May 12, 2026

0.14Inference Speed (sec/image)

10

Mar 24, 2026

Image Deblurring Dataset (test)

0.112MSE

10

Mar 4, 2026

0.169LPIPS

10

Feb 26, 2026

NTIRE Image Deblurring Challenge Track 2 REDS 300 2021 (dev)

29.25PSNR

10

Feb 26, 2026

NCSR image set Gaussian kernel, sigma=sqrt(2) (test)

31.73Score (Butterfly)

9

Jun 5, 2026

NCSR image set Uniform kernel, sigma=sqrt(2) (test)

30.41Butterfly Score

9

Jun 5, 2026

Page 3 of 6

Popular datasets

GoPro RealBlur HIDE dataset REDS

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