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Papers Benchmarks Datasets Tasks

Video Reconstruction research benchmarks – Page 3 · SOTA2 Research

Video Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Thin-Plate Spline Motion Model

0.039L1 Loss

8

Feb 26, 2026

Aerial Noise-free

27.92PSNR

8

Feb 26, 2026

Crash Noise-free

26.76PSNR

8

Feb 26, 2026

Drop Noise-free

42.35PSNR

8

Feb 26, 2026

Runner Noise-free

37.52PSNR

8

Feb 26, 2026

Traffic Noise-free

27.89PSNR

8

Feb 26, 2026

Kobe Noise-free

32.79PSNR

8

Feb 26, 2026

Third-party x9 interpolation (test)

29.88PSNR

7

May 22, 2026

Third-party x3 interpolation (test)

29.56PSNR

7

May 22, 2026

35.49PSNR

7

Feb 26, 2026

VGGSound (test)

25.62PSNR

5

Jul 1, 2026

39.7PSNR (dB)

5

Apr 13, 2026

Reconstruction-via-recaption

1413DVAEscore

5

Feb 26, 2026

UCF-101 128 x 128 x 16

35.28PSNR

5

Feb 26, 2026

PhysDreamer All scenes

73.23MS-SSIM

4

Apr 3, 2026

PhysDreamer Telephone

0.833MS-SSIM

4

Apr 3, 2026

PhysDreamer Hat

51.09MS-SSIM

4

Apr 3, 2026

PhysDreamer Carnations

79MS-SSIM

4

Apr 3, 2026

PhysDreamer Alocasia

0.814MS-SSIM

4

Apr 3, 2026

984FVD

4

Feb 26, 2026

25.39PSNR

4

Feb 26, 2026

UVG 1080p standard

33.29Beauty Score

4

Feb 26, 2026

34.81PSNR

4

Feb 26, 2026

31.05PSNR

4

Feb 26, 2026

35.56PSNR

4

Feb 26, 2026

Page 3 of 5

Popular datasets

Event Camera Dataset PhysDreamer UCF101 GoPro DAVIS

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