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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 8 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AIM Track 2 2019

23.37PSNR

14

Mar 13, 2026

E3SM-HR Longwave Heat Flux (test)

9MSE (%)

14

Feb 26, 2026

E3SM-HR Shortwave Heat Flux (test)

0.001MSE

14

Feb 26, 2026

E3SM-HR Surface Temperature (test)

12MSE (%)

14

Feb 26, 2026

DIV2K-C 2x SR (test)

34.32PSNR (Gaussian Blur)

14

Feb 26, 2026

SUN 360 Panorama

31.52PSNR

14

Feb 26, 2026

26.24PSNR

14

Feb 26, 2026

26.16PSNR

13

Jun 2, 2026

NTIRE Track 1 2020

26.52PSNR

13

Mar 13, 2026

0.119Parameters (B)

13

May 25, 2026

CelebA 100 images (test)

33.09PSNR

13

May 12, 2026

0.073LPIPS

13

Feb 26, 2026

26.51PSNR

13

Feb 26, 2026

53.3FID

13

Feb 26, 2026

Clinical Dataset

37.77PSNR

13

Feb 26, 2026

DBPN-RES-MR64-3

25.71PSNR

13

Feb 26, 2026

DBPN-RES-MR64-3

23.2PSNR

13

Feb 26, 2026

DBPN-RES-MR64-3

25.05PSNR

13

Feb 26, 2026

DBPN-RES-MR64-3

25.41PSNR

13

Feb 26, 2026

DBPN-RES-MR64-3

27.51PSNR

13

Feb 26, 2026

BSDS68 (10 images) + Set14 (4 images) (test)

32.01PSNR

12

May 29, 2026

FFHQ 256 x 256 (val)

29.34PSNR

12

May 15, 2026

Super-resolution benchmark

24.393PSNR

12

Apr 14, 2026

26.277PSNR

12

Apr 6, 2026

23.206PSNR

12

Apr 6, 2026

Page 8 of 25

Popular datasets

Set14 DIV2K Urban100 FFHQ Set5

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