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Super-Resolution research benchmarks – Page 25 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Upscaling 128 x 128 to 512 x 512

91.5Latency (Generator, Perceptual)

2

Jun 23, 2026

Super-Resolution 4x

Latent Transformer-based Diffusion Bridge

27.47PSNR

2

Jun 9, 2026

0.241LPIPS

2

May 8, 2026

ImageNet x8 scaling

20.09PSNR

2

May 4, 2026

ImageNet x4 scaling

23.09PSNR

2

May 4, 2026

63.14FID

2

Apr 7, 2026

FFHQ ImageNet (test)

0.683LPIPS

2

Mar 4, 2026

Tanks & Temples 480x270 to 1920x1080 Truck and Train 4 views

23.31PSNR

2

Feb 26, 2026

super-resolution

Hypernetwork-based Adaptive Image Restoration

29.3Mean PSNR

2

Feb 26, 2026

30.4Preference vs GT (%)

2

Feb 26, 2026

25.6PSNR

2

Feb 26, 2026

General100 8x (test)

25.42PSNR

2

Feb 26, 2026

FFHQ 256x256 (test)

0.109LPIPS

2

Feb 26, 2026

FFHQ 1024x1024 (1x scale)

24.91PSNR

1

Apr 29, 2026

26.71PSNR

1

Feb 26, 2026

StreamSR 4x Track

—

—Primary metric

0

Feb 26, 2026

StreamSR 2x Track

—

—Primary metric

0

Feb 26, 2026

Page 25 of 25

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