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Papers Benchmarks Datasets Tasks

Image Deblurring research benchmarks – Page 5 · SOTA2 Research

Image Deblurring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CBSD68 defocus blur (test)

Provably Contractive Denoiser

24.91PSNR

7

Mar 30, 2026

Urban100 Levin09-idx3 blur

Provably Contractive Denoiser

25.08PSNR

7

Mar 30, 2026

Kodak24 Levin09-idx3 blur

Provably Contractive Denoiser

28.33PSNR

7

Mar 30, 2026

CBSD68 Levin09-idx3 blur

Provably Contractive Denoiser

27.3PSNR

7

Mar 30, 2026

37.28PSNR (dB)

7

Feb 26, 2026

text image dataset 15 clear images, 8 blur kernels

28.8Avg PSNR

7

Feb 26, 2026

88.1SSIM

6

Jun 2, 2026

FoundIR-Blur, Realblur, and GoPro (test)

SmartPhotoCrafter

0.07LPIPS

6

Apr 23, 2026

124Total Time (s)

6

Apr 20, 2026

16.96SNR (dB)

6

Mar 31, 2026

30.04PSNR

6

Mar 9, 2026

27.35PSNR

6

Mar 9, 2026

HIDE 2025 images (test)

Spatially-Attentive Patch-Hierarchical Network

29.98PSNR

6

Feb 26, 2026

29.8PSNR

5

Mar 24, 2026

Cameraman 512x512, sigma = 0.03

27.55PSNR (dB)

5

Mar 18, 2026

Cameraman 512x512, sigma = 0.01

30.27PSNR (dB)

5

Mar 18, 2026

5.56NIQE

5

Mar 16, 2026

4.32NIQE

5

Mar 16, 2026

5.24NIQE

5

Mar 16, 2026

28.84PSNR

5

Mar 16, 2026

REDS 300 NTIRE 2021 (val)

29.2PSNR

5

Feb 26, 2026

Multi-scale CNN

26.48PSNR

5

Feb 26, 2026

RealBlur Realistic

38.65PSNR

4

Jun 1, 2026

NeRF Synthetic (average of six scenes)

30.84PSNR

4

May 21, 2026

CelebA 128 x 128

34.82PSNR

4

May 12, 2026

Page 5 of 6

Popular datasets

GoPro RealBlur HIDE dataset REDS

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