spatial reasoning

From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025 Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025 GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields ICCV 2025 GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025 HouseTour: A Virtual Real Estate A(I)gent ICCV 2025 Hybrid Reasoning About Relative Position and Orientation of Objects and Navigating Agents Using Answer Set Programming AAAI 2025 Imagine While Reasoning in Space: Multimodal Visualization-of-Thought ICML 2025 Inference of Human-derived Specifications of Object Placement via Demonstration IJCAI 2025 In-the-wild Audio Spatialization with Flexible Text-guided Localization ACL 2025 Investigating Relational State Abstraction in Collaborative MARL AAAI 2025 Is OpenVLA Truly Robust? A Systematic Evaluation of Positional Robustness IJCNLP 2025 iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs EMNLP 2025 Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models EMNLP 2025 Kestrel: 3D Multimodal LLM for Part-Aware Grounded Description ICCV 2025 Knowing More, Acting Better: Hierarchical Representation for Embodied Decision-Making EMNLP 2025 LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models CVPR 2025 Mamba-3VL: Taming State Space Model for 3D Vision Language Learning ICCV 2025 MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation ACL 2025 MAPWise: Evaluating Vision-Language Models for Advanced Map Queries NAACL 2025 MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025 Neuro-symbolic Training for Reasoning over Spatial Language NAACL 2025 NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities EMNLP 2025 NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models ICCV 2025 OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints CVPR 2025 Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames EMNLP 2025