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Single Image Super-Resolution research benchmarks · SOTA2 Research

Single Image Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

35.06PSNR

500

Feb 26, 2026

38.34PSNR

352

Feb 26, 2026

Urban100 (test)

35.11PSNR

341

May 14, 2026

34.12PSNR

252

Feb 26, 2026

32.77PSNR

211

Feb 26, 2026

44.99PSNR

151

Feb 26, 2026

38.23PSNR

55

Feb 26, 2026

Set5 x4 scale (test)

33.29PSNR

51

Feb 26, 2026

33.24PSNR

45

Jun 19, 2026

Set5 x2 scale (test)

41.29PSNR

43

Feb 26, 2026

Urban100 scale 2

33.34PSNR

40

Feb 26, 2026

38.72PSNR

38

Mar 10, 2026

Set14 x2 (test)

34.97PSNR

36

May 19, 2026

9.372IFC

21

Feb 26, 2026

8.656IFC

21

Feb 26, 2026

9.095IFC

21

Feb 26, 2026

Average Set5, Set14, BSDS100, Urban100, Manga109 x4 (test)

29.49PSNR

20

Apr 24, 2026

Urban100 scale 4

DBPN-RES-MR64-3

27.08PSNR

20

Feb 26, 2026

SR-CACO-2 full image (test)

43.19PSNR (CELL0)

18

Feb 26, 2026

26.92PSNR

16

Feb 26, 2026

100 subjects MRI dataset Axial

33.08PSNR

15

Feb 26, 2026

0.017Run Time (s)

15

Feb 26, 2026

33.14PSNR

14

Feb 26, 2026

26.43PSNR

13

Feb 26, 2026

BSDS100 x2 upscaling (test)

32.21PSNR

13

Feb 26, 2026

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