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Papers Benchmarks Datasets Tasks

Video Super-Resolution research benchmarks – Page 7 · SOTA2 Research

Video Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

33.08PSNR

6

Feb 26, 2026

24.37PSNR

6

Feb 26, 2026

33.47PSNR

6

Feb 26, 2026

Vid4 Scale x3 (test)

VESPCN (9L-E3-MC)

27.25PSNR

6

Feb 26, 2026

Video Super-Resolution 2K (test)

57.67MUSIQ Score

5

May 26, 2026

Video Restoration Dataset

30.38PSNR

5

May 21, 2026

Pexels videos (initial 81 frames)

4Latency (s)

5

May 21, 2026

3.929NIQE

5

Feb 26, 2026

6.729NIQE

5

Feb 26, 2026

6.821NIQE

5

Feb 26, 2026

VBench 250 augmented prompts

58.01MUSIQ

5

Feb 26, 2026

Model Complexity Efficiency

13.4Params (M)

5

Feb 26, 2026

45.71PSNR

5

Feb 26, 2026

Vimeo-90K CRF25 (test)

31.05PSNR

5

Feb 26, 2026

Vimeo-90K uncompressed (test)

37.61PSNR

5

Feb 26, 2026

28.01PSNR (Clip)

5

Feb 26, 2026

REDS NTIRE 2019 Track 1: Clean (test)

31.79PSNR

5

Feb 26, 2026

SynVideo30 (test)

33.507PSNR

5

Feb 26, 2026

Upscale-A-Video

31.257PSNR

5

Feb 26, 2026

0.501DOVER Score

5

Feb 26, 2026

29.78PSNR

4

Jun 12, 2026

Video Super-Resolution 4K (test)

48.17MUSIQ

4

May 26, 2026

VideoLQ real-world

59.05MUSIQ Score

4

Mar 30, 2026

29.71FVD

4

Mar 27, 2026

MovingMNIST (val)

53.516FVD

4

Mar 27, 2026

Page 7 of 8

Popular datasets

REDS Vid4 Vimeo-90k VideoLQ VSD4K

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