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Papers Benchmarks Datasets Tasks

Single Image Super-Resolution research benchmarks – Page 3 · SOTA2 Research

Single Image Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DIV2K Blurry (val)

22.34PSNR

6

Feb 26, 2026

DIV2K Noisy (val)

26.35PSNR

6

Feb 26, 2026

DIV2K Clean (val)

28.41PSNR

6

Feb 26, 2026

Set5 8:1 (test)

26.1PSNR

6

Feb 26, 2026

SISR outputs Third experiment

79.2SSIM

5

May 19, 2026

Real-world benchmark (test)

10.01NIQE

4

Feb 26, 2026

28.8PSNR

4

Feb 26, 2026

32.23PSNR

4

Feb 26, 2026

Urban100 scale 3

28.5PSNR

4

Feb 26, 2026

30.56PSNR

4

Feb 26, 2026

34.45PSNR

4

Feb 26, 2026

34.04PSNR

4

Feb 26, 2026

38.06PSNR

4

Feb 26, 2026

Set5 220x220 center crop (test)

35.81PSNR

3

Feb 26, 2026

22.55baboon

3

Feb 26, 2026

Set14 8:1 (test)

24.49PSNR

3

Feb 26, 2026

DIV2K (evaluation)

29.39PSNR

2

Feb 26, 2026

NTIRE Image Super-Resolution x4 2024 (test)

31.178PSNR

1

Feb 26, 2026

NTIRE Image Super-Resolution x4 2024 (val)

31.182PSNR

1

Feb 26, 2026

Page 3 of 3

Popular datasets

Set5 Set14 DIV2K Urban100 PIRM

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