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Datasets/Motion-X

Motion-X

3DTextsCC-BYNC-SA 4.0Introduced 2023-07-03

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.

Benchmarks

10-shot image generation/FID 10-shot image generation/TMR-R-Precision Top3 10-shot image generation/TMR-Matching Score 10-shot image generation/MModality 10-shot image generation/Diversity 3D Human Pose Tracking/FID 3D Human Pose Tracking/TMR-R-Precision Top3 3D Human Pose Tracking/TMR-Matching Score 3D Human Pose Tracking/MModality 3D Human Pose Tracking/Diversity Motion Synthesis/FID Motion Synthesis/TMR-R-Precision Top3 Motion Synthesis/TMR-Matching Score Motion Synthesis/MModality Motion Synthesis/Diversity Pose Tracking/FID Pose Tracking/TMR-R-Precision Top3 Pose Tracking/TMR-Matching Score Pose Tracking/MModality Pose Tracking/Diversity

Statistics

Papers: 22
Benchmarks: 20

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Tasks

10-shot image generation 3D Human Pose Tracking Motion Synthesis Pose Tracking