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Papers Benchmarks Datasets Tasks

Video Prediction research benchmarks – Page 5 · SOTA2 Research

Video Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UCF Sports MMVP (Hard (SSIM < 0.6))

72.64SSIM

4

Feb 26, 2026

UCF Sports Intermediate (0.6 <= SSIM < 0.9) MMVP

89.78SSIM

4

Feb 26, 2026

UCF Sports MMVP Easy (SSIM >= 0.9)

0.969SSIM

4

Feb 26, 2026

UCF Sports MMVP (Full set)

0.931SSIM

4

Feb 26, 2026

Vimeo 90K (test)

97.24MS-SSIM (t+1)

4

Feb 26, 2026

KTH 30-frame prediction 64 x 64 (test)

2,223FVD

4

Feb 26, 2026

18.07PSNR

4

Feb 26, 2026

Tai-Chi-HD (test)

Hierarchical Latent Model

171.74FVD

4

Feb 26, 2026

Poking-Plants (PP) (test)

Hierarchical Latent Model

89.67FVD

4

Feb 26, 2026

859FVD

4

Feb 26, 2026

630.4FVD

4

Feb 26, 2026

484FVD

4

Feb 26, 2026

25.24PSNR

3

Mar 31, 2026

KITTI 128x128 4 → 5 (test)

66SSIM

3

Mar 31, 2026

UAVid 512x512 (test)

28.4PSNR

3

Feb 26, 2026

2.03Video Quality Score (Q.)

3

Feb 26, 2026

2.2Video Quality Score

3

Feb 26, 2026

2.04Video Quality Score (Q.)

3

Feb 26, 2026

KTH 40-frame prediction 64 x 64 (test)

144.2FVD

3

Feb 26, 2026

VFI-based optimization framework

94.49MS-SSIM (t+1)

3

Feb 26, 2026

VFI-based optimization framework

83.26MS-SSIM (t+1)

3

Feb 26, 2026

13.46PSNR

3

Feb 26, 2026

Human 3.6M 10 → 40, Last 10 (test)

23.46PSNR

3

Feb 26, 2026

Stochastic Moving MNIST (test)

Hierarchical VRNN

57.17FVD

3

Feb 26, 2026

0.003MMD

3

Feb 26, 2026

Page 5 of 6

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