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Papers Benchmarks Datasets Tasks

Video Restoration research benchmarks – Page 3 · SOTA2 Research

Video Restoration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DAVIS Setting 2 (test)

28.43PSNR

8

Feb 26, 2026

DAVIS Setting 1 (test)

32.86PSNR

8

Feb 26, 2026

Mot17 Setting 2 (test)

35.22PSNR

8

Feb 26, 2026

Mot17 Setting 1 (test)

37.88PSNR

8

Feb 26, 2026

DAVIS Setting 5 (test)

31.96PSNR

8

Feb 26, 2026

DAVIS Setting 4 (test)

27.14PSNR

8

Feb 26, 2026

DAVIS Setting 3 (test)

29.24PSNR

8

Feb 26, 2026

MOT Setting 5 17 (test)

36.06PSNR

8

Feb 26, 2026

Mot17 Setting 4 (test)

30.02PSNR

8

Feb 26, 2026

Mot17 Setting 3 (test)

32.4PSNR

8

Feb 26, 2026

0.061Runtime (s)

7

Jul 9, 2026

causal streaming 2560 x 1440

0.766Avg. Time (s)

7

Jun 9, 2026

58.48MUSIQ

7

Feb 26, 2026

synthetic dataset (test)

35.53PSNR

7

Feb 26, 2026

Real-world dataset

41.8BRISQUE

7

Feb 26, 2026

Real-world old films

15.425NIQE

7

Feb 26, 2026

22.88PSNR

6

May 4, 2026

UVG 4K original

32.764PSNR

6

Apr 14, 2026

RealisVideo-4K 3840×2160 (test)

34.213PSNR

6

Apr 14, 2026

0.284LPIPS

6

Mar 25, 2026

0.265LPIPS

6

Mar 25, 2026

25.87PSNR

6

Mar 23, 2026

Constructed Benchmark (Group 3)

16.03PSNR

5

Mar 25, 2026

Constructed Benchmark (Group 2)

26.07PSNR

5

Mar 25, 2026

Constructed Benchmark (Group 1)

18.7PSNR

5

Mar 25, 2026

Page 3 of 4

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DAVIS YouHQ Set8 MOT REDS

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