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[CVPR 2025] Official implementation of the paper "SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction"

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SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction

Zhengyuan LiKai ChengAnindita GhoshUttaran BhattacharyaLiang-Yan GuiAniket Bera
Purdue University, DFKI, MPI-INF,
Adobe Inc., University of Illinois Urbana-Champaign
CVPR 2025

Motion Similarity Text-based Motion Editing

Environment Setup

Please follow motionfix to download the dataset and set up the environment.

We provide pretrained model and pre-processed similarity in this link.

Constant setup: set preproc.sim_file to the path of preprocessed similarity file in ./configs/data/motionfix.yaml.

Evaluation

Step 1: Extract the samples

python motionfix_evaluate.py folder=/path/to/exp/ guidance_scale_text_n_motion=2.0 guidance_scale_motion=2.0 data=motionfix

Step 2: Compute the metrics

python compute_metrics.py folder=/path/to/exp/samples/npys

Training

python -u train.py --config-name="train_cls_arch" experiment=cls_arch run_id=no_text

Acknowledgements

Our code is based on: motionfix.

License

This code is distributed under an MIT LICENSE. We also include the LICENSE of motionfix in our repo. Other third-party datasets and software are subject to their respective licenses.

Citation

You can cite this paper using:

@article{li2025simmotionedittextbasedhumanmotion,
      title={SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction}, 
      author={Zhengyuan Li and Kai Cheng and Anindita Ghosh and Uttaran Bhattacharya and Liangyan Gui and Aniket Bera},
      year={2025},
      eprint={2503.18211},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

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[CVPR 2025] Official implementation of the paper "SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction"

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