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Super-Resolution research benchmarks – Page 24 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tanks and Temples

SplatSuRe (CVPR 2026)

22.48PSNR

3

Mar 23, 2026

Sentinel-2 MSI 7680 x 7680 pixels

74.2Reconstruction Time (sec)

3

Mar 10, 2026

Optimised CSR-GAN

34.6PSNR

3

Mar 4, 2026

9.289RMSE

3

Feb 26, 2026

HyperKvasir (val)

29.3PSNR (dB)

3

Feb 26, 2026

Prostate MRI (test)

Scale-Cascaded DiffPIR

35.91PSNR

3

Feb 26, 2026

Knee MRI (test)

Scale-Cascaded DiffPIR

31.63PSNR

3

Feb 26, 2026

Brain MRI (test)

Scale-Cascaded DiffPIR

31.27PSNR

3

Feb 26, 2026

28.77PSNR

3

Feb 26, 2026

32.65PSNR

3

Feb 26, 2026

Cross-Sensor Sen2NAIP (test)

21.94PSNR

3

Feb 26, 2026

1.43LSD

3

Feb 26, 2026

LAION (random 10K samples)

1.54FID (10k)

3

Feb 26, 2026

ImageNet 256x256, Average-pooling, sigma_y=0.2 2012 (test)

22.67PSNR

3

Feb 26, 2026

ImageNet 256x256 Average-pooling sigma_y=0 2012 (test)

27.04PSNR

3

Feb 26, 2026

ImageNet 256x256 Bicubic sigma_y=0 2012 (test)

27.46PSNR

3

Feb 26, 2026

Manga109 Setting 1 (test)

38.07PSNR

3

Feb 26, 2026

Urban100 Setting 1 (test)

31.43PSNR

3

Feb 26, 2026

Set14 Setting 1 (test)

33.44PSNR

3

Feb 26, 2026

PSFR-Real (test)

57.51FID

3

Feb 26, 2026

NTIRE 2019 (val)

HBPN with Weighted Reconstruction

33.88PSNR

3

Feb 26, 2026

BSD100 randomly degraded (test)

28.615PSNR

3

Feb 26, 2026

ImageNet 256x256 1k samples (val)

46.2FID

3

Feb 26, 2026

velocity-correction solver

0.195LPIPS

2

Jun 24, 2026

velocity-correction solver

0.183LPIPS

2

Jun 24, 2026

Page 24 of 25

Popular datasets

Set14 DIV2K Urban100 FFHQ Set5

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