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Papers Benchmarks Datasets Tasks

Video Prediction research benchmarks – Page 4 · SOTA2 Research

Video Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

20.019PSNR

5

Jul 1, 2026

User Study 13 scenes (test)

69.51Quality

5

Jul 1, 2026

nuScenes t+16 (8 seconds horizon) (test)

0KID

5

Jun 12, 2026

Vista (Finetuned)

7.95FID

5

Apr 14, 2026

WARM8K + E2E52K

23.93PSNR

5

Apr 7, 2026

23.8PSNR

5

Apr 7, 2026

WARM8K + E2E52K

22.57PSNR

5

Apr 7, 2026

Cityscapes 128x128 2 → 28 (test)

77FVD

5

Mar 31, 2026

Meta-World Random rollouts

400.1FVD

5

Mar 23, 2026

Meta-World (Policy rollouts)

326.5FVD

5

Mar 23, 2026

Diverse manipulation tasks Aggregated (test)

Interactive World Simulator

0.005MSE

5

Mar 10, 2026

Cloth Dynamic Video Prediction Generalization (test)

25.238PSNR (dB)

5

Feb 26, 2026

Cloth Dynamic Video Prediction Extrapolation (test)

27.733PSNR (dB)

5

Feb 26, 2026

DAVIS 2017 (val)

84.81MS-SSIM (t+1)

5

Feb 26, 2026

SMMNIST 64x64 (test)

23.86FVD

5

Feb 26, 2026

BAIR Robot Hand (test)

152FVD

5

Feb 26, 2026

83.06MS-SSIM (t+1)

5

Feb 26, 2026

61.6MSE

5

Feb 26, 2026

Coloured dSprites (test)

4.5MSE

5

Feb 26, 2026

88.7Inference Time (s)

4

Jul 1, 2026

RoboNet 1.0 (test)

146.1FVD

4

Jun 30, 2026

WARM8K + E2E30K

24.29PSNR

4

Apr 7, 2026

KTH Action dataset

38.5PSNR

4

Mar 31, 2026

287FVD

4

Feb 26, 2026

41.4FVD

4

Feb 26, 2026

Page 4 of 6

Popular datasets

Cityscapes KTH KITTI Moving MNIST BAIR

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