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Papers Benchmarks Datasets Tasks

Image Deblurring research benchmarks – Page 6 · SOTA2 Research

Image Deblurring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Deblurring (test)

5.86Average Duration (s)

4

Mar 9, 2026

0.152MSE

4

Mar 4, 2026

0.113MSE

4

Mar 4, 2026

0.073MSE

4

Mar 4, 2026

34.207PSNR

4

Feb 26, 2026

29.09PSNR

4

Feb 26, 2026

Standard Images Kernel 1, 19x19 (test)

32.07PSNR (Cameraman)

4

Feb 26, 2026

39.48PSNR

3

May 26, 2026

DAVIS346 Real-world

44.33BRISQUE (letter)

3

May 21, 2026

25.33PSNR

3

Feb 26, 2026

FlyingThings3D subset (test)

24.46PSNR (dB)

3

Feb 26, 2026

REDS Track 2 JPEG artifacts NTIRE 2021 (val)

28.93PSNR

3

Feb 26, 2026

HIDE sampled 500 images (test)

Encoded Blur Kernel Space

25.97PSNR

3

Feb 26, 2026

GOPRO sampled 500 images (test)

Encoded Blur Kernel Space

26.17PSNR

3

Feb 26, 2026

McMaster18 (test)

33.6PSNR

3

Feb 26, 2026

Latent Transformer-based Flow Matching

24.67PSNR

2

Jun 9, 2026

30.41PSNR

2

Feb 26, 2026

31.81PSNR

2

Feb 26, 2026

Page 6 of 6

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