SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language
Models through Prompting and Interacting 3D Priors

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SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors

Neural Information Processing Systems (NeurIPS), 2024

18 March 2024

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Papers citing "SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors"

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Title
SpatialGeo:Boosting Spatial Reasoning in Multimodal LLMs via Geometry-Semantics Fusion Jiajie Guo Qingpeng Zhu Jin Zeng Xiaolong Wu Changyong He Weida Wang LRM 132 0 0 21 Nov 2025
BOP-ASK: Object-Interaction Reasoning for Vision-Language Models V. Bhat Sungsu Kim Valts Blukis Greg Heinrich Prashanth Krishnamurthy Ramesh Karri Stan Birchfield Farshad Khorrami Jonathan Tremblay VLM 149 1 0 20 Nov 2025
Video2Layout: Recall and Reconstruct Metric-Grounded Cognitive Map for Spatial Reasoning Yibin Huang Wang Xu Wanyue Zhang Helu Zhi JingJing Huang Yangbin Xu Yangang Sun Conghui Zhu Tiejun Zhao 129 0 0 20 Nov 2025
SpatialThinker: Reinforcing 3D Reasoning in Multimodal LLMs via Spatial Rewards Hunar Batra Haoqin Tu Hardy Chen Yuanze Lin Cihang Xie Ronald Clark OffRL ReLM LRM 263 0 0 10 Nov 2025
iFlyBot-VLM Technical Report Xin Nie Zhiyuan Cheng Yuan Zhang Chao Ji Jiajia wu Yuhan Zhang Jia Pan LM&Ro 282 0 0 07 Nov 2025
An Evaluation of Interleaved Instruction Tuning on Semantic Reasoning Performance in an Audio MLLM Jiawei Liu Enis Berk Çoban Zarina Schevchenko Hao Tang Zhigang Zhu Michael I. Mandel Johanna Devaney AuLLM LRM 196 0 0 04 Nov 2025
Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks Xu Zheng Zihao Dongfang Lutao Jiang Boyuan Zheng Yulong Guo ... L. Zhang Danda Pani Paudel Nicu Sebe Luc Van Gool Xuming Hu LRM VLM 552 2 0 29 Oct 2025
COOPERA: Continual Open-Ended Human-Robot Assistance Chenyang Ma Kai Lu Ruta Desai Xavier Puig Andrew Markham Niki Trigoni 100 1 0 27 Oct 2025
Pursuing Minimal Sufficiency in Spatial Reasoning Yejie Guo Yunzhong Hou Wufei Ma Meng Tang Ming-Hsuan Yang LRM 60 0 0 19 Oct 2025
TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics Yi Han Cheng Chi Enshen Zhou Shanyu Rong Jingkun An Pengwei Wang Zhongyuan Wang Lu Sheng Shanghang Zhang LRM 188 8 0 08 Oct 2025
Vid-LLM: A Compact Video-based 3D Multimodal LLM with Reconstruction-Reasoning Synergy Haijier Chen Bo Xu Shoujian Zhang Haoze Liu Jiaxuan Lin Jingrong Wang LRM 98 1 0 29 Sep 2025
Vision-Language Models as Differentiable Semantic and Spatial Rewards for Text-to-3D Generation Weimin Bai Yubo Li Weijian Luo Wenzheng Chen He Sun 121 1 0 19 Sep 2025
3D Aware Region Prompted Vision Language Model A. Cheng Yang Fu Yukang Chen Zhijian Liu X. Li ... Jan Kautz Pavlo Molchanov Hongxu Yin Xiaolong Wang Sifei Liu 103 6 0 16 Sep 2025
Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes Mohsen Gholami A. Rezaei Zhou Weimin Sitong Mao Shunbo Zhou Yong Zhang Mohammad Akbari LRM 142 11 0 08 Sep 2025
Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models Guangyu Yang Jinghong Chen Jingbiao Mei Weizhe Lin Bill Byrne AAML 88 0 0 22 Aug 2025
Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs Yifan Shen Yuanzhe Liu Jingyuan Zhu Xu Cao Xiaofeng Zhang Yixiao He Wenming Ye James M. Rehg Ismini Lourentzou LRM 106 1 0 26 Jun 2025
AntiGrounding: Lifting Robotic Actions into VLM Representation Space for Decision Making Wenbo Li Shiyi Wang Yiteng Chen Huiping Zhuang Qingyao Wu 231 0 0 14 Jun 2025
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models Mengdi Jia Zekun Qi Shaochen Zhang Wenyao Zhang Xinqiang Yu Jiawei He He Wang L. Yi LRM VLM 222 23 0 03 Jun 2025
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation Zekun Qi Wenyao Zhang Yufei Ding Runpei Dong Xinqiang Yu ... Xin Jin Kaisheng Ma Zhizheng Zhang He Wang Li Yi LM&Ro 381 15 0 18 Feb 2025