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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 6 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OpenSARShip (test)

44.31PSNR

21

May 28, 2026

ImageNet-256 (test)

25.55PSNR

21

Apr 21, 2026

0.242LPIPS

21

May 5, 2026

HGGT (test-100)

RESRGAN-UPos + FT

72.69MUSIQ Score

21

Feb 26, 2026

30.2PSNR

21

Feb 26, 2026

DIV2KRK Scale x2 Setting 2 (test)

32.58PSNR

21

Feb 26, 2026

RealSR Nikon (test)

33.19PSNR

21

Feb 26, 2026

RealSR Canon (test)

35.41PSNR

21

Feb 26, 2026

Sentinel-2 (val)

34.95PSNR

20

May 4, 2026

CelebA-HQ (100 images)

30.01PSNR

20

Mar 31, 2026

CelebA (100 images)

27.35PSNR

20

Mar 31, 2026

Navier-Stokes (NS) 2x from PDEBench native grid (test)

0.021RMSE

20

Mar 4, 2026

34.59Non-blind PSNR

20

Feb 26, 2026

0.871SSIM

19

Feb 26, 2026

0.894SSIM

19

Feb 26, 2026

4.87Subjective Quality Score

19

Feb 26, 2026

FFHQ 256x256 (val)

0.156LPIPS

19

Mar 13, 2026

4.547LIQE

18

Mar 16, 2026

5.903NIQE

18

Feb 26, 2026

RealArbiSR x3.5 (test)

28.78PSNR

18

Feb 26, 2026

RealArbiSR x3 (test)

29.74PSNR

18

Feb 26, 2026

RealArbiSR x2.5 (test)

31.03PSNR

18

Feb 26, 2026

RealSR v3 (test)

29.43PSNR

18

May 26, 2026

ML-CrAIST (Ours)

0.01LPIPS

18

May 19, 2026

0.156LPIPS

18

May 19, 2026

Page 6 of 25

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