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Papers Benchmarks Datasets Tasks

Deblurring research benchmarks – Page 3 · SOTA2 Research

Deblurring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AFHQ Cat (test)

0.164LPIPS

6

Feb 26, 2026

ImageNet 1K 256x256 (val)

35.65PSNR

6

Feb 26, 2026

ImageNet 1K noise sigma=0.05 256x256

25.46PSNR

6

Feb 26, 2026

HQF real-world (test)

24.77PSNR

6

Feb 26, 2026

GoPro REDS-based synthetic (test)

30.4PSNR

6

Feb 26, 2026

4 images (average)

1Computational Time (s)

5

Jun 12, 2026

0.079Bias

5

May 7, 2026

Ev-DeblurCDAVIS (test)

Event-Aided Sharp Radiance Field Reconstruction

33.2PSNR (Batteries)

5

Feb 26, 2026

ImageNet 50K 256x256 (val)

24.61PSNR

5

Feb 26, 2026

ImageNet uniform kernel

3.4FID

4

May 29, 2026

Places365 (test)

33.6PSNR (Lip-DnCNN)

4

Feb 26, 2026

AFHQ-Cat 400 images (test)

28.63PSNR

4

Feb 26, 2026

CelebA 256 (test)

0.202LPIPS

4

Feb 26, 2026

GoPro (test val)

Painter w/ VICT

24.5PSNR

4

Feb 26, 2026

3C tasks Deblurring

24.59PSNR

3

Jul 3, 2026

Unseen Deblurring Dataset (test)

28.5PSNR

3

Jun 2, 2026

COCO 2017 (val)

14MSE

3

Mar 31, 2026

44.93PSNR

3

Feb 26, 2026

FFHQ 1/2 Motion blur, 1/2 Gaussian blur (test)

28.928PSNR

3

Feb 26, 2026

22.97PSNR

2

Jul 3, 2026

CelebA 128x128 (20 images)

34.9PSNR

2

Jun 24, 2026

Page 3 of 3

Popular datasets

ImageNet CelebA GoPro AFHQ BSD68

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