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Papers Benchmarks Datasets Tasks

Motion Deblurring research benchmarks – Page 3 · SOTA2 Research

Motion Deblurring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.148LPIPS

7

Feb 26, 2026

Kohler dataset (test)

26.75PSNR

7

Feb 26, 2026

DIV2K 768 x 768 800 samples (test)

26.29PSNR

6

May 27, 2026

FFHQ 768 x 768 1k (test)

31.2PSNR

6

May 27, 2026

FFHQ 256x256-1K (sigma_y=0.1)

Diffusion Conditional Sampling (Ours)

0.224LPIPS

6

Apr 29, 2026

FFHQ 256x256-1K (sigma_y=0.01)

Diffusion Conditional Sampling (Ours)

0.087LPIPS

6

Apr 29, 2026

31.05PSNR

6

Feb 26, 2026

FFHQ 256x256-1K 1.0 (test)

Diffusion Optimal Control

25.08PSNR

6

Feb 26, 2026

FFHQ LDM Latent (test)

0.2LPIPS

5

Mar 10, 2026

ImageNet 1K (test)

26.02PSNR

4

Feb 26, 2026

FFHQ 256x256 (test)

0.101LPIPS

4

Mar 4, 2026

33.305PSNR

3

Jun 4, 2026

31PSNR

3

May 18, 2026

30.799PSNR

3

Apr 14, 2026

32.056PSNR

3

Apr 14, 2026

FFHQ 256×256-1k (val)

35.9FID

2

Jun 2, 2026

ImageNet 100 images (val)

26.61PSNR

2

May 15, 2026

Motion Deblurring 10 image slices η=0.05

—

—Primary metric

0

Feb 26, 2026

Page 3 of 3

Popular datasets

FFHQ ImageNet DIV2K Urban100 CelebA

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