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Papers Benchmarks Datasets Tasks

Image Super-resolution research benchmarks – Page 6 · SOTA2 Research

Image Super-resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

29.99PSNR

7

Mar 16, 2026

25.3PSNR

7

Feb 26, 2026

0.14LPIPS

7

Feb 26, 2026

0.114LPIPS

7

Feb 26, 2026

CelebA standard (val)

2D local Image Transformer

343.5Fooled Rate

7

Feb 26, 2026

DIV2K 6x scale (test)

27.68PSNR

6

Jun 29, 2026

DIV2K 2x scale (test)

34.43PSNR

6

Jun 29, 2026

28.65PSNR

6

Jun 11, 2026

0.719C-IQA

6

Jun 9, 2026

0.698C-IQA

6

Jun 9, 2026

Alsat-2B (test)

16.421Average PSNR (dB)

6

May 18, 2026

25.78PSNR

6

Apr 29, 2026

DIV2K 40 images 2017

27.64PSNR

6

Apr 29, 2026

4.5NIQE

6

Apr 16, 2026

ImageNet, RealSR, and RealSet65 (test)

48.8Preference Score

6

Mar 24, 2026

512 x 512 resolution

0.43Inference Time (s)

6

Mar 4, 2026

3x256x256 input

86Latency (ms)

6

Feb 26, 2026

Set14 standard (test)

35.24PSNR

6

Feb 26, 2026

Urban100 (b+n+j)

20.35PSNR

6

Feb 26, 2026

20.83PSNR

6

Feb 26, 2026

20.71PSNR

6

Feb 26, 2026

20.77PSNR

6

Feb 26, 2026

21.12PSNR

6

Feb 26, 2026

Manga109 (b+n+j)

21.2PSNR

6

Feb 26, 2026

21.88PSNR

6

Feb 26, 2026

Page 6 of 8

Popular datasets

Set14 Manga109 Urban100 Set5 DIV2K

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