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Papers Benchmarks Datasets Tasks

Image Super-resolution research benchmarks – Page 5 · SOTA2 Research

Image Super-resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FFHQ 4x super-resolution 100 images (val)

28.53PSNR

9

Mar 4, 2026

22.902PSNR

9

Feb 26, 2026

21.02PSNR

9

Feb 26, 2026

0.744CLIPIQA

9

Feb 26, 2026

DIV2K4D Type IV

25.67PSNR

9

Feb 26, 2026

DIV2K4D Type III

27.59PSNR

9

Feb 26, 2026

DIV2K4D (Type II)

27.76PSNR

9

Feb 26, 2026

DIV2K4D Type I Bicubic

30.89PSNR

9

Feb 26, 2026

Manga109 BD degradation

34.34PSNR

9

Feb 26, 2026

Urban100 BD degradation

28.67PSNR

9

Feb 26, 2026

B100 BD degradation

29.3PSNR

9

Feb 26, 2026

Set14 BD degradation

30.64PSNR

9

Feb 26, 2026

27.89PSNR

8

Mar 23, 2026

29.05PSNR

8

Mar 23, 2026

Cityscapes (test)

42.05PSNR

8

Feb 26, 2026

Manga109 DN degradation

28.18PSNR

8

Feb 26, 2026

Urban100 DN degradation

25.05PSNR

8

Feb 26, 2026

B100 DN degradation

25.97PSNR

8

Feb 26, 2026

Set14 DN degradation

26.67PSNR

8

Feb 26, 2026

Set5 DN degradation

28.55PSNR

8

Feb 26, 2026

Implicit Adaptive Dropout

19.51PSNR (Clean)

8

Feb 26, 2026

6.14Inference Time (ms)

7

May 14, 2026

28.97PSNR

7

Mar 16, 2026

25.55PSNR

7

Mar 16, 2026

30.52PSNR

7

Mar 16, 2026

Page 5 of 8

Popular datasets

Set14 Manga109 Urban100 Set5 DIV2K

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