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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 23 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NTIRE SR challenge 2018 (difficult)

18.15PSNR

4

Feb 26, 2026

NTIRE SR challenge mild 2018

17.28PSNR

4

Feb 26, 2026

Set5 40 images synthesized by Gaussian8 kernels

KernelGAN + ZSSR

0.3Params (M)

4

Feb 26, 2026

DIV8K images 1,401-1,500 (test)

25.9PSNR

4

Feb 26, 2026

PGGAN-trained datasets (e.g., LSUN and CelebA-HQ) (test)

28.82PSNR

4

Feb 26, 2026

Middlebury (test)

35.72PSNR

3

Jul 7, 2026

DRealSR real LR 2020 (test)

25.84PSNR

3

Jul 1, 2026

OOD 29 geographically disjoint scenes (test)

31.68PSNR

3

Jun 9, 2026

DIV2K 17x scale

22.47PSNR

3

May 27, 2026

DIV2K 12x scale

23.54PSNR

3

May 27, 2026

24.35PSNR

3

May 21, 2026

WeatherBench native 32 x 64 (test)

0.135W1

3

May 8, 2026

53.07FID

3

May 6, 2026

FFHQ 1024x1024 2x scale

27.97PSNR

3

Apr 29, 2026

DIV2K bicubic x4 (images 0801 to 1000)

Strong-Branch Compensation

30.353PSNR

3

Apr 14, 2026

26.16PSNR (Clean)

3

Mar 31, 2026

0.281LPIPS

3

Mar 24, 2026

BioSR ER structures

0.934MS-SSIM

3

Mar 24, 2026

BioSR MT structures

90.1MS-SSIM

3

Mar 24, 2026

BioSR F-actin structures

86.3MS-SSIM

3

Mar 24, 2026

BioSR CCP structures

0.957MS-SSIM

3

Mar 24, 2026

LLFF sparse-view

22.05PSNR

3

Mar 23, 2026

Mip-NeRF 360 sparse-view

20.45PSNR

3

Mar 23, 2026

NeRF Synthetic sparse-view

24.19PSNR

3

Mar 23, 2026

SplatSuRe (CVPR 2026)

28.03PSNR

3

Mar 23, 2026

Page 23 of 25

Popular datasets

Set14 DIV2K Urban100 FFHQ Set5

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