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Papers Benchmarks Datasets Tasks

Single Image Super-Resolution research benchmarks – Page 2 · SOTA2 Research

Single Image Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Set5 x2 upscaling (test)

38.05PSNR

13

Feb 26, 2026

35.19PSNR

12

Feb 26, 2026

RealSR 4 (test)

0.27LPIPS

9

Feb 26, 2026

DRealSR 46 (test)

0.276LPIPS

9

Feb 26, 2026

30.58PSNR

9

Feb 26, 2026

PIRM Region 3 2018

2.136PI

9

Feb 26, 2026

PIRM Region 2 2018

2.946PI

9

Feb 26, 2026

PIRM 2018 (Region 1)

4.44PI

9

Feb 26, 2026

33.25PSNR

9

Feb 26, 2026

26.17PSNR

8

Feb 26, 2026

27.85PSNR

8

Feb 26, 2026

Manga109 BDx3 degradation (test)

34.36PSNR

8

Feb 26, 2026

Urban100 BDx3 degradation (test)

28.63PSNR

8

Feb 26, 2026

B100 BDx3 degradation (test)

29.28PSNR

8

Feb 26, 2026

Set14 BDx3 degradation (test)

30.6PSNR

8

Feb 26, 2026

Set5 BDx3 degradation (test)

34.66PSNR

8

Feb 26, 2026

USR-248 8x scale (test)

21.2PSNR

8

Feb 26, 2026

USR-248 4x scale (test)

24.76PSNR

8

Feb 26, 2026

USR-248 2x scale (test)

28.55PSNR

8

Feb 26, 2026

DIV2K Lion x6 (test)

28.34PSNR

7

Mar 4, 2026

DIV2K Lion x4 (test)

31.01PSNR

7

Mar 4, 2026

DIV2K Lion x3 (test)

33.41PSNR

7

Mar 4, 2026

Set5 4:1 (test)

32.1PSNR

7

Feb 26, 2026

Set5 x3 scale (test)

34.66PSNR

7

Feb 26, 2026

26.38PSNR

6

Feb 26, 2026

Page 2 of 3

Popular datasets

Set5 Set14 DIV2K Urban100 PIRM

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