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TongSIM

Pleias

What is TongSIM-Asset?

As artificial intelligence (AI) rapidly advances, especially in multimodal large language models, research focus is shifting from single-modality text processing to the more complex domains of multimodal and embodied AI. Embodied intelligence focuses on training agents within realistic simulated environments, leveraging physical interaction and action feedback rather than conventionally labeled datasets. To foster embodied AI research, we introduce TongSIM, a high-fidelity, general-purpose platform for training and evaluating embodied agents.

TongSIM-Asset is the digital asset package of the TongSIM platform. The TongSIM-Asset package currently contains over 100 varied, multi-room indoor scenarios, and thousands of 3D interactive objects spanning more than 500 categories. By offering this open-source asset, TongSIM-Asset provides a unified and powerful tool for the development and testing of general embodied agents, enabling researchers from diverse AI fields to advance embodied intelligence research.

This dataset is intended for use in the TongSIM simulator for embodied in-home interaction tasks, such as object rearrangement, visual navigation, multi-agent embodied simulation, and various customized tasks.

All materials are licensed under the License.

Dataset Contents (this repository):

TongSIM-Asset provides a project built on Unreal Engine version 5.6. The dataset contains 100 scenes are used as a test set for challenge assessment. All scenes can run above 60FPS.

  • 3000+ objects covering 500+ categories.
  • 100 scenes.
  • 10+ agents, including adults, children, and robots.
  • 100+ agent animations

Scenes

Objects

Agents

Animations

Dataset Structure

β”œβ”€β”€ Config
β”‚   β”œβ”€β”€ */*.ini
β”œβ”€β”€ Content
β”‚   β”œβ”€β”€ Animations
|      β”œβ”€β”€ *.uasset
β”‚   β”œβ”€β”€ Characters
|      β”œβ”€β”€ *.uasset
β”‚   β”œβ”€β”€ Maps
|      β”œβ”€β”€ *.uasset
β”‚   β”œβ”€β”€ Objects
|      β”œβ”€β”€ *.uasset
β”œβ”€β”€ Docs
β”‚   β”œβ”€β”€ *.md
β”‚   β”œβ”€β”€ *.png
└── TongSimLite.uproject

Install Unreal Engine 5.6:

TongSIM-Asset project built on Unreal Engine version 5.6 and requires to be installed first.

Vist the Unreal Engine Homepage

Vist the Unreal Engine Documentation


Citing TongSIM-Asset

Using TongSIM-Asset in your research? Please cite the following paper: arxiv

@misc{sun2025tongsimgeneralplatformsimulating,
      title={TongSIM: A General Platform for Simulating Intelligent Machines}, 
      author={Zhe Sun and Kunlun Wu and Chuanjian Fu and Zeming Song and Langyong Shi and Zihe Xue and Bohan Jing and Ying Yang and Xiaomeng Gao and Aijia Li and Tianyu Guo and Huiying Li and Xueyuan Yang and Rongkai Liu and Xinyi He and Yuxi Wang and Yue Li and Mingyuan Liu and Yujie Lu and Hongzhao Xie and Shiyun Zhao and Bo Dai and Wei Wang and Tao Yuan and Song-Chun Zhu and Yujia Peng and Zhenliang Zhang},
      year={2025},
      eprint={2512.20206},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2512.20206}, 
}
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