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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 16 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SuperResDBS x2 (test)

34.18PSNR

7

Feb 26, 2026

CelebA-HQ 8x SR (test)

Generative Pseudoinverse

24.09PSNR

7

Feb 26, 2026

56.844pFID

7

Feb 26, 2026

Fluid-Solid (NS-EW) Interaction Problem (test)

0.032L2 Loss (mu=5)

7

Feb 26, 2026

Super Resolution dataset

0.097LPIPS

7

Feb 26, 2026

30.11PSNR

7

Feb 26, 2026

33.75PSNR

7

Feb 26, 2026

NYU BSR v2 (Group 5)

33.74PSNR

7

Feb 26, 2026

NYU BSR v2 (Group 4)

33.73PSNR

7

Feb 26, 2026

NYU BSR v2 (Group 3)

33.69PSNR

7

Feb 26, 2026

NYU BSR v2 (Group 2)

33.78PSNR

7

Feb 26, 2026

NYU BSR v2 (Group 1)

33.8PSNR

7

Feb 26, 2026

28.63PSNR

7

Feb 26, 2026

KITTI x2 (20 images) 2015

29.78PSNR

7

Feb 26, 2026

KITTI x2 (20 images) 2012

30.65PSNR

7

Feb 26, 2026

Middlebury x4 5 images

28.63PSNR

7

Feb 26, 2026

Middlebury x2 (5 images)

34.05PSNR

7

Feb 26, 2026

Average Standard SR Benchmarks

32.11PSNR

6

Jul 7, 2026

FFHQ 1024x1024 (val)

26.41PSNR

6

Jun 30, 2026

0.167LPIPS

6

May 27, 2026

87.9SSIM

6

May 26, 2026

Tanks&Temples 1/4 -> 1

23.4PSNR

6

May 19, 2026

Mip-NeRF360 1/8 -> 1/2

27.16PSNR

6

May 19, 2026

Super Resolution Evaluation Set

0.228LPIPS

6

May 19, 2026

24.053PSNR

6

May 18, 2026

Page 16 of 25

Popular datasets

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