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3D Motion Generation research benchmarks · SOTA2 Research

3D Motion Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Motion-Adapter MDM

89.67Overall Quality Preference

13

Apr 20, 2026

20 static meshes (test)

0.187OC

4

Feb 26, 2026

Human3.6M (All)

7.34FID

4

Feb 26, 2026

3D Motion Generation (test)

93.04CLIP-Image Score

3

Feb 26, 2026

Human3.6M (Side)

11.94FID

3

Feb 26, 2026

NBA All view angles

5.38FID

3

Feb 26, 2026

NBA Side view angles

18.28FID

2

Feb 26, 2026

Popular datasets

Human3.6M NBA User Study 3D Motion Generation Static Meshes

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