MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse

MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse

24 March 2025

ArXiv (abs)PDF HTML

Papers citing "MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse"

15 / 15 papers shown

Title
Unveiling the Compositional Ability Gap in Vision-Language Reasoning Model Tianle Li Jihai Zhang Yongming Rao Yu Cheng CoGe LRM VLM 79 0 0 26 May 2025
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Haoyuan Sun Jiaqi Wu Bo Xia Yifu Luo Yifei Zhao Kai Qin Xufei Lv Tiantian Zhang Yongzhe Chang Xueqian Wang OffRL LRM 204 0 0 24 May 2025
Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment Bryan S Kim Jeongsol Kim Jong Chul Ye 67 0 0 24 May 2025
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models Guanghao Zhou Panjia Qiu Chong Chen Jiadong Wang Zheming Yang Jian Xu Minghui Qiu OffRL LRM 187 8 0 30 Apr 2025
GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents Run Luo Lu Wang Wanwei He Xiaobo Xia LLMAG 179 35 0 14 Apr 2025
AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning Yangzhe Kong Daeun Song Jing Liang Dinesh Manocha Ziyu Yao Xuesu Xiao LRM 124 1 0 10 Mar 2025
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Zhenyu Pan Haozheng Luo Manling Li Han Liu LRM 120 17 0 24 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 380 2,000 0 22 Jan 2025
Do Code LLMs Understand Design Patterns? Zhenyu Pan Xuefeng Song Yunkun Wang Rongyu Cao Binhua Li Yongqian Li Han Liu 69 3 0 10 Jan 2025
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-Xiong Wang 121 23 0 05 Sep 2024
I-Design: Personalized LLM Interior Designer Ata cCelen Guo Han Konrad Schindler Luc Van Gool Iro Armeni Anton Obukhov Xi Wang 3DV 102 23 0 03 Apr 2024
Ctrl-Room: Controllable Text-to-3D Room Meshes Generation with Layout Constraints Chuan Fang Yuan Dong Kunming Luo Xiaotao Hu Rakesh Shrestha Ping Tan DiffM 133 37 0 05 Oct 2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models Weixi Feng Wanrong Zhu Tsu-Jui Fu Varun Jampani Arjun Reddy Akula Xuehai He Sugato Basu Xinze Wang William Yang Wang MLLM 86 179 0 24 May 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 432 4,656 0 30 Jan 2023
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 418 3,610 0 29 Apr 2022