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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 19 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cityscapes-BSR (Group 2)

35.61PSNR

6

Feb 26, 2026

Cityscapes BSR (Group 1)

35.58PSNR

6

Feb 26, 2026

fMoW-Sentinel2 crop field dataset

0.391SSIM

6

Feb 26, 2026

BSD100 8x (test)

23.6PSNR

6

Feb 26, 2026

0.12LPIPS

6

Feb 26, 2026

0.12LPIPS

6

Feb 26, 2026

KITTI x4 (20 images) 2015

25.43PSNR

6

Feb 26, 2026

KITTI x4 2012 (20 images)

26.26PSNR

6

Feb 26, 2026

Sen2Venus 4x (test)

0.985SSIM

6

Feb 26, 2026

OLI2MSI 3x (test)

0.991SSIM

6

Feb 26, 2026

Sen2Venus 2x (test)

0.995SSIM

6

Feb 26, 2026

Real-world wild

Explicit Adaptive Dropout

18.04PSNR

6

Feb 26, 2026

Real-world difficult

Explicit Adaptive Dropout

18.33PSNR

6

Feb 26, 2026

Real-world mild

Explicit Adaptive Dropout

17.62PSNR

6

Feb 26, 2026

Implicit Adaptive Dropout

27.53PSNR

6

Feb 26, 2026

Explicit Adaptive Dropout

25.39PSNR

6

Feb 26, 2026

x8 256^2 -> 2048^2

1.784Inference Time (s)

5

Jun 9, 2026

x4 256^2 -> 1024^2

0.372Inference Time (s)

5

Jun 9, 2026

x8 128^2 -> 1024^2

0.369Inference Time (s)

5

Jun 9, 2026

x4 (128^2 -> 512^2)

0.06Inference Time (s)

5

Jun 9, 2026

0Solve Time

5

May 14, 2026

EUMETNET OPERA (test)

2.74M

5

Apr 14, 2026

Sentinel-2 200 × 200 pixels

90Latency (ms/tile)

5

Apr 7, 2026

User Study SR samples

67Perceptual Score

5

Mar 27, 2026

BreaKHis Scenario 2 x8

30.64PSNR

5

Mar 24, 2026

Page 19 of 25

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