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Video Super-Resolution research benchmarks – Page 3 · SOTA2 Research

Video Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

26.44PSNR (Calendar)

18

Feb 26, 2026

Vid4 x4 upscaling (test)

27.31PSNR

18

Feb 26, 2026

59.24MUSIQ

17

May 22, 2026

RealMCVSR (test)

RefVSR (Ours-IR-l1)

34.86PSNR

17

Feb 26, 2026

2.532NRQM

17

Feb 26, 2026

REDS4 BI degradation (test)

31.42PSNR

16

Feb 26, 2026

0.11FLOPs (T) @ 1280x720

16

Feb 26, 2026

Vid4 Scale x4 (test)

28.27PSNR (City)

16

Feb 26, 2026

Vimeo-90K-T (Y) (test)

38.62PSNR

15

Feb 27, 2026

REDS4 RGB channel

32.39PSNR

15

Feb 26, 2026

30.1PSNR

15

Feb 26, 2026

Vimeo-90K-T 6 (test)

38.32PSNR

14

Jun 12, 2026

29.22PSNR

14

Feb 26, 2026

Vimeo90K (test)

35.68PSNR

14

Feb 26, 2026

29.43LPIPS

13

Jul 2, 2026

8.17LPIPS

13

Jul 2, 2026

3.84LPIPS

13

Jul 2, 2026

video 33-frame 720x1280

4.97Inference Time (s)

13

May 22, 2026

Vid4 BD degradation (test)

29.14PSNR

13

Feb 26, 2026

Vid4 BI degradation, Y channel

27.93PSNR

13

Feb 26, 2026

UDM10 BD degradation 34 (test)

40.03PSNR

13

Feb 26, 2026

Vid4 synthetic (test)

0.175LPIPS

12

Mar 30, 2026

REDS4 synthetic (test)

0.095LPIPS

12

Mar 30, 2026

4.42NIQE

12

Mar 24, 2026

Vid4 uncompressed (test)

28.82PSNR

11

Apr 23, 2026

Page 3 of 8

Popular datasets

REDS Vid4 Vimeo-90k VideoLQ VSD4K

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