spatial reasoning

Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation ICCV 2025 PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability CVPR 2025 ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments EMNLP 2025 R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner CVPR 2025 Referring Expressions as a Lens into Spatial Language Grounding in Vision-Language Models IJCNLP 2025 RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics CVPR 2025 ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting CVPR 2025 SA-CLIP: Language Guided Image Spatial and Action Feature Learning EMNLP 2025 Scene-LLM: Extending Language Model for 3D Visual Reasoning WACV 2025 SITE: towards Spatial Intelligence Thorough Evaluation ICCV 2025 SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs CVPR 2025 SmartSpatial: Enhancing 3D Spatial Awareness in Stable Diffusion with a Novel Evaluation Framework IJCAI 2025 SPaRC: A Spatial Pathfinding Reasoning Challenge EMNLP 2025 SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data ACL 2025 Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning EMNLP 2025 SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025 Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models CVPR 2025 SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language CVPR 2025 SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025 SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation ACL 2025 Testing Spatial Intuitions of Humans and Large Language and Multimodal Models in Analogies ACL 2025 The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models NAACL 2025 Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025 TLSD: Breaking the Limit of Topological Lane Mapping with Graph Knowledge and Distance Awareness ACML 2025 Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025