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Papers Benchmarks Datasets Tasks

Future Frame Prediction research benchmarks · SOTA2 Research

Future Frame Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BridgeData 2 -> 10 frames

0.865SSIM

9

Feb 26, 2026

RoboNet 2 -> 10 frames

0.856SSIM

9

Feb 26, 2026

12.6MSE

8

Feb 26, 2026

0.372MSE

8

Feb 26, 2026

CMU mocap Dataset 1 (test)

15.99Mean MSE

7

Feb 26, 2026

0.196LPIPS

5

May 11, 2026

ManiSkill 49 (val)

0.071LPIPS

5

May 11, 2026

CMU mocap Dataset 2 (test)

8.09Mean MSE

5

Feb 26, 2026

PhysMani-Bench next 1st frame

26.9PSNR

3

Jul 3, 2026

PhysMani-Bench next 10th frame

20PSNR

2

Jul 3, 2026

PhysMani-Bench next 5th frame

22.42PSNR

2

Jul 3, 2026

CMU Motion Capture Subject 35 (test)

22.96MSE (Test)

1

Feb 26, 2026

Popular datasets

PhysMani-Bench Human CMU Motion Capture CMU MOCAP CMU mocap Dataset

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