Language-based 3D perception

[BAILOOL]

Dear authors,

Thank you for your amazing work on compiling and maintaining this repository.

There is a growing number of papers in the language-based 3D perception. For example:

• Scenescript (ECCV24): https://arxiv.org/pdf/2403.13064
• Fast Scenescript (CVPR26): https://arxiv.org/pdf/2512.05597
• SpatialLM (NeurIPS25): https://arxiv.org/pdf/2506.07491

What do you think of adding this direction of using language models to the list?

[xianzhengma-bot]

Hi @BAILOOL, thank you for this great suggestion!

You're absolutely right — language-based 3D perception is an important direction. The three papers you mentioned (Scenescript, Fast Scenescript, SpatialLM) all belong to the 3D Understanding section.

Please feel free to submit a PR adding them in chronological order, and I'll merge it promptly. Thanks again for contributing!