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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 20 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BreaKHis Scenario 2 x4

36.79PSNR

5

Mar 24, 2026

BreaKHis Scenario 2, x2

42.3PSNR

5

Mar 24, 2026

BreaKHis Scenario 1 x8

30.02PSNR

5

Mar 24, 2026

BreaKHis Scenario 1 x4

35.15PSNR

5

Mar 24, 2026

NKI 5 subjects, 993 sagittal slices / 6 volumes (test)

37.75PSNR

5

Mar 17, 2026

ERA5 Precipitation [10^-3 m/6hr]

Conditional EDM

0.212RMSE (Q-weighted)

5

Feb 26, 2026

ERA5 V wind [m/s]

Conditional EDM

0.77Quadrature-weighted RMSE

5

Feb 26, 2026

ERA5 U wind [m/s]

Posterior Sampling

1.39Quad-Weighted RMSE

5

Feb 26, 2026

CelebA (50 images)

36.46PSNR

5

Feb 26, 2026

4.3NIQE

5

Feb 26, 2026

Dual-approx Bridge

0.121LPIPS

5

Feb 26, 2026

Dual-approx Bridge

0.127LPIPS

5

Feb 26, 2026

11.6Inference Time (ms)

5

Feb 26, 2026

34.45PSNR

5

Feb 26, 2026

0.78LSD

5

Feb 26, 2026

ImageNet ILSVRC2012 (val)

36.4Inception Acc

5

Feb 26, 2026

BSD100 random downscaling kernels (test)

29.681PSNR

5

Feb 26, 2026

BSD200 x4 upscaling (test)

27.02PSNR

5

Feb 26, 2026

Set14 x4 upscaling (test)

27.62PSNR

5

Feb 26, 2026

Set5 x4 upscaling (test)

30.82PSNR

5

Feb 26, 2026

BSD200 x3 upscaling (test)

28.6PSNR

5

Feb 26, 2026

Set14 x3 upscaling (test)

29.43PSNR

5

Feb 26, 2026

Set5 x3 upscaling (test)

33.16PSNR

5

Feb 26, 2026

BSD200 x2 upscaling (test)

31.8PSNR

5

Feb 26, 2026

Real paired 64mT-3T dataset

26.85PSNR

4

Jul 8, 2026

Page 20 of 25

Popular datasets

Set14 DIV2K Urban100 FFHQ Set5

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