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Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset.
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2026-02-23 12:09:35
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Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset Jing Lin *1,2 , Ailing Zeng *†1 , Shunlin Lu *1,3 , Yuanhao Cai 2 , Ruimao Zhang 3 , Haoqian Wang 2 , Lei Zhang 1 , * Equal Contribution, † Corresponding Author, 1 International Digital Economy Academy (IDEA), 2 Tsinghua University 3 The Chinese University of Hong Kong, Shenzhen Paper Code Data Access License Motion-X is a large-scale 3D expressive whole-body motion dataset, which comprises 15.6M precise 3D whole-body pose annotations (i.e., SMPL-X) covering 81.1K motion sequences from massive scenes, meanwhile providing corresponding semantic labels and pose descriptions. Figure 1: Different from (a) previous motion dataset, (b) our dataset captures body, facial expressions, and hand gestures. We highlight the comparisons of facial expressions an...
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