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Papers Benchmarks Datasets Tasks

Image Super-resolution research benchmarks – Page 3 · SOTA2 Research

Image Super-resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

29.018PSNR

23

May 25, 2026

28.99PSNR

22

Jul 7, 2026

28.11PSNR

22

Jun 19, 2026

BSD100 s=4 (test)

1SSIM

22

Feb 26, 2026

Urban100 (test)

9.594IFC

21

Feb 26, 2026

26.25PSNR

20

Feb 26, 2026

tunable convolutions (Ours)

27.37PSNR

20

Feb 26, 2026

24.54PSNR

20

Feb 26, 2026

3.863NIQE

19

Mar 24, 2026

30.75PSNR

19

Mar 13, 2026

34.84PSNR

19

Mar 13, 2026

29.6PSNR

19

Jun 19, 2026

3.661NIQE

18

Jun 11, 2026

CelebA 19,962 (test)

31.3FID

18

Mar 5, 2026

0.744CLIPIQA Score

18

Feb 26, 2026

0.63MANIQA

17

Feb 26, 2026

CAMixerSR-B Original

29.31PSNR

17

Feb 26, 2026

Kodak H.266 vvenc

27.9PSNR

16

Mar 30, 2026

Kodak H.265 x265

27.87PSNR

16

Mar 30, 2026

Kodak H.264 x264

27.78PSNR

16

Mar 30, 2026

ImageNet 256x256 noiseless 4x SR (test)

OFTSR distilled

26.18PSNR

16

Mar 20, 2026

RealLQ250 4x (test)

3.469NIQE

15

Mar 9, 2026

1.9FID

15

May 27, 2026

Set5 classic (test)

0.061LPIPS

14

Feb 26, 2026

RASR-Flickr30 (test)

25.07PSNR

12

May 28, 2026

Page 3 of 8

Popular datasets

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