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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 12 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

23.87PSNR

9

May 6, 2026

27.39PSNR

9

May 21, 2026

Dona Isabel de Porcel

Adversarial Deep-Unfolding Network

0.021RMSE

9

Mar 11, 2026

The Virgin of the Rocks

Adversarial Deep-Unfolding Network

0.016RMSE

9

Mar 11, 2026

Flowers and Insects

Adversarial Deep-Unfolding Network

0.015RMSE

9

Mar 11, 2026

DRealSR 39 (test)

29.17PSNR

9

Mar 10, 2026

0.4Reconstruction Time (sec)

9

Mar 10, 2026

28.38PSNR

9

Mar 4, 2026

29.07PSNR

9

Mar 4, 2026

33.25PSNR

9

Mar 4, 2026

4.48NIQE

9

Feb 26, 2026

RealPhoto60 (test)

3.16NIQE

9

Feb 26, 2026

7T brain T1 MP2RAGE

Efficient Vision Mamba

26.9PSNR

9

Feb 26, 2026

27.72PSNR

9

Feb 26, 2026

49.77PSNR

9

Feb 26, 2026

44.01PSNR

9

Feb 26, 2026

46.33PSNR

9

Feb 26, 2026

Synthetic SR Profiling Input Training: 2x3x64x64, Inference: 1x3x64x64

5.95Params (M)

9

Feb 26, 2026

ShipSpotting dataset (test)

11.72FID

9

May 6, 2026

Manga109 25 (test)

31.21PSNR

9

Feb 26, 2026

Urban100 14 (test)

29.34PSNR

9

Feb 26, 2026

30.92PSNR

9

Feb 26, 2026

Set14 41 (test)

31.4PSNR

9

Feb 26, 2026

SEDSR-GradResidual

35.31PSNR

9

May 27, 2026

Super-Resolution (SR)

16.01FID

9

Feb 26, 2026

Page 12 of 25

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