An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

9 November 2024

Papers citing "An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models"

7 / 7 papers shown

Title
Looking Beyond Language Priors: Enhancing Visual Comprehension and Attention in Multimodal Models Aarti Ghatkesar Uddeshya Upadhyay Ganesh Venkatesh VLM 31 0 0 08 May 2025
Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation Phillip Y. Lee Jihyeon Je Chanho Park Mikaela Angelina Uy Leonidas J. Guibas Minhyuk Sung LRM 41 0 0 24 Apr 2025
CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models Yiqi Zhu Z. Wang C. Zhang Peng Li Yang Liu CoGe VLM 63 0 0 18 Mar 2025
MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs Erik Daxberger Nina Wenzel David Griffiths Haiming Gang Justin Lazarow ... Kai Kang Marcin Eichner Y. Yang Afshin Dehghan Peter Grasch 72 2 0 17 Mar 2025
Open3DVQA: A Benchmark for Comprehensive Spatial Reasoning with Multimodal Large Language Model in Open Space Weichen Zhan Zile Zhou Zhiheng Zheng Chen Gao Jinqiang Cui Y. Li Xinlei Chen Xiao-Ping Zhang LRM 63 1 0 14 Mar 2025
Baichuan-Omni-1.5 Technical Report Yadong Li J. Liu Tao Zhang Tao Zhang S. Chen ... Jianhua Xu Haoze Sun Mingan Lin Zenan Zhou Weipeng Chen AuLLM 70 10 0 28 Jan 2025
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics Chan Hee Song Valts Blukis Jonathan Tremblay Stephen Tyree Yu-Chuan Su Stan Birchfield 83 5 0 25 Nov 2024