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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 11 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Blender 100x100, x4 (test)

28.77PSNR

10

Mar 23, 2026

Multi-frame RAW Bursts 4x (test)

35.24PSNR

10

Mar 20, 2026

Global Ocean Surface Velocity 4x SR (test)

0.013RMSE

10

Mar 4, 2026

ERA5 reanalysis 4x SR (test)

0.08RMSE

10

Mar 4, 2026

AFHQ-Cat 100 images (test)

27.37PSNR

10

Feb 26, 2026

72.74MUSIQ

10

Feb 26, 2026

OmniNormal15 x4 scale (test)

30.596PSNR

10

Feb 26, 2026

OmniNormal5 x4 scale (test)

31.136PSNR

10

Feb 26, 2026

OmniNormal15 x2 scale (test)

38.426PSNR

10

Feb 26, 2026

OmniNormal5 x2 scale (test)

38.342PSNR

10

Feb 26, 2026

15.547FID

10

Feb 26, 2026

24.592FID

10

Feb 26, 2026

8.677FID

10

Feb 26, 2026

38.907FID

10

Feb 26, 2026

29.58PSNR

10

Feb 26, 2026

FFHQ color 100 images (test)

29.6PSNR

10

Feb 26, 2026

0.206LPIPS

10

May 8, 2026

0.784SSIM

10

Feb 26, 2026

40.01PSNR

10

Feb 26, 2026

DIV2K 100 (val)

0.094LPIPS

10

Feb 26, 2026

General100 (test)

0.074LPIPS

10

Feb 26, 2026

nnU-Net^T_ULF-Synth

0.947SSIM

9

May 26, 2026

32.16PSNR

9

May 22, 2026

25.88PSNR

9

May 18, 2026

FFHQ 128 images (test)

27.64PSNR

9

May 12, 2026

Page 11 of 25

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Set14 DIV2K Urban100 FFHQ Set5

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