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Papers Benchmarks Datasets Tasks

Motion-Controlled Video Generation research benchmarks · SOTA2 Research

Motion-Controlled Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RealisDance (val)

86.47Average Score

10

May 8, 2026

Motion Prompting (test)

Our Motion-Controlled Generator

712.8FVD

8

May 22, 2026

19 motion-controlled video sets (9 object-control and 10 camera-control) (test)

4.35Motion Alignment Score

4

Jul 3, 2026

Motion Prompting Evaluation Set (test)

Our Motion-Controlled Generator

724.4FVD

4

May 22, 2026

97.11DINOv2

4

Mar 18, 2026

Time-to-Move (TTM)

0.87FPS

2

Mar 9, 2026

Popular datasets

Motion Prompting Time-to-Move (TTM)S2M-OMB RealisDance motion-controlled video sets

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