Scaling Spatial Intelligence with Multimodal Foundation Models

Research paper by Zhongang Cai and collaborators. Published 2025-11-17. Topics: multimodal foundation models, spatial intelligence, SenseNova-SI, SenseNova-SI-8M, visual understanding models.

By Zhongang Cai, Ruisi Wang, Chenyang Gu, Fanyi Pu, Junxiang Xu, Yubo Wang, Wanqi Yin, Zhitao Yang, Chen Wei, Qingping Sun, Tongxi Zhou, Jiaqi Li, Hui En Pang, Oscar Qian, Yukun Wei, Zhiqian Lin, Xuanke Shi, Kewang Deng, Xiaoyang Han, Zukai Chen, Xiangyu Fan, Hanming Deng, Lewei Lu, Liang Pan, Bo Li, Ziwei Liu, Quan Wang, Dahua Lin, Lei YangResearch paper

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Authors: Zhongang Cai, Ruisi Wang, Chenyang Gu, Fanyi Pu, Junxiang Xu, Yubo Wang, Wanqi Yin, Zhitao Yang, Chen Wei, Qingping Sun, Tongxi Zhou, Jiaqi Li, Hui En Pang, Oscar Qian, Yukun Wei, Zhiqian Lin, Xuanke Shi, Kewang Deng, Xiaoyang Han, Zukai Chen, Xiangyu Fan, Hanming Deng, Lewei Lu, Liang Pan, Bo Li, Ziwei Liu, Quan Wang, Dahua Lin, Lei Yang
Research topics: multimodal foundation models, spatial intelligence, SenseNova-SI, SenseNova-SI-8M, visual understanding models, unified understanding and generation models, spatial capabilities, VSI-Bench, MMSI, MindCube, ViewSpatial, SITE
Publication date: 2025-11-17
Publication: arXiv
Last record update: Nov 3, 2026