[ICML 2026 Spotlight] Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence

Todo List

• We release the project page of Holi-Spatial, check on here.
• We have released a subset of the Holi-Spatial dataset, featuring 2,000+ high-quality Gaussian models, each accompanied by its corresponding mesh and scene-level 3D bounding box annotations, together with HoliSpatial-QA-2M, a 2-million-scale QA dataset built upon part of these richly annotated 3D assets.
• We release all model checkpoints.

Citation

If you find this work useful, please consider citing:

@article{gao2026holi,
  title={Holi-spatial: Evolving video streams into holistic 3d spatial intelligence},
  author={Gao, Yuanyuan and Li, Hao and Liu, Yifei and Ji, Xinhao and Gong, Yuning and Liao, Yuanjun and Liu, Fangfu and Zhang, Manyuan and Yang, Yuchen and Xu, Dan and others},
  journal={arXiv preprint arXiv:2603.07660},
  year={2026}
}