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Papers Benchmarks Datasets Tasks

Video Denoising research benchmarks – Page 2 · SOTA2 Research

Video Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Set8 sigma=30 (test)

32.15PSNR

7

Mar 4, 2026

Real-Noise dataset (test)

3.282NIQE

7

Feb 26, 2026

Video Denoising

33.89Quality Score (White Noise)

7

Feb 26, 2026

Real indoor sRGB (test)

40.4PSNR

7

Feb 26, 2026

40.89PSNR

7

Feb 26, 2026

36.43PSNR (sigma=1.0)

6

Apr 14, 2026

DRV static video clips (test)

Paired real data

37.24PSNR

6

Feb 26, 2026

1080p Video (test)

0.74Inference Time (s)

6

Feb 26, 2026

DAVIS 480p (val)

38.605PSNR

5

Feb 26, 2026

CRVD sRGB (test)

40.48PSNR

5

Feb 26, 2026

Collected dynamic video dataset synthetic dynamic clips (test)

37.48PSNR

5

Feb 26, 2026

Synthetic (test)

7.02Ew

5

Feb 26, 2026

Real indoor Raw (test)

43.96PSNR

5

Feb 26, 2026

34.22PSNR

5

Feb 26, 2026

36.35PSNR

5

Feb 26, 2026

Stefan 656x1164/300 frames (test)

32.37PSNR (sigma=15)

5

Feb 26, 2026

Park Run 720x1280 504 frames (test)

31.25PSNR (sigma=15)

5

Feb 26, 2026

Old Town Cross 720x1280 500 frames (test)

32.4PSNR (sigma=15)

5

Feb 26, 2026

Tennis 240x352 150 frames (test)

37.81PSNR (sigma=5)

5

Feb 26, 2026

Bosch Autodome IP 5000 IR Mountains sequence

40.84PSNR

5

Feb 26, 2026

Set8 960x540 resolution (test)

8Inference Time (s)

4

Feb 26, 2026

Video sequences average

36.23PSNR

3

Feb 26, 2026

DAVIS clipped Gaussian noise (test)

39.96PSNR (σ=10)

3

Feb 26, 2026

phone-captured 4K video

3.55NIQE

2

Apr 14, 2026

29.1PSNR (Swan)

2

Feb 26, 2026

Page 2 of 3

Popular datasets

CRVD DAVIS Set8 Vimeo Bosch Autodome IP 5000 IR

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