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Motion Generation research benchmarks – Page 2 · SOTA2 Research

Motion Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Motion-X 1.0 (test)

0FID

5

Feb 26, 2026

6.11VLM-Judge Score

4

Jun 23, 2026

Proposed dataset (test)

0.054MPJPE

4

Jun 2, 2026

3Total Time

4

May 21, 2026

24.68CLIP Score

4

Apr 21, 2026

Human Motion Dataset

80.8PP

4

Feb 26, 2026

Human3.6M (test)

30.6Realism

4

Feb 26, 2026

Seamless (test)

97.5Preference Score

3

Jun 4, 2026

Unitree Go2 Human Evaluation

8.01Stability

3

Mar 26, 2026

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