spatial reasoning

Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025 Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025 CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs AAAI 2025 Can Generative Video Models Help Pose Estimation? CVPR 2025 Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025 CAPTURE: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting ICCV 2025 Chain of Semantics Programming in 3D Gaussian Splatting Representation for 3D Vision Grounding CVPR 2025 ChatterBox: Multimodal Referring and Grounding with Chain-of-Questions AAAI 2025 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025 CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos CVPR 2025 CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework CVPR 2025 Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model CVPR 2025 CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models CVPR 2025 Defining and Evaluating Visual Language Models’ Basic Spatial Abilities: A Perspective from Psychometrics ACL 2025 Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025 Do Large Language Models Truly Understand Geometric Structures? ICLR 2025 Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities ICLR 2025 Embodied Scene Understanding for Vision Language Models via MetaVQA CVPR 2025 Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning ACL 2025 Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation ICCV 2025 Expand VSR Benchmark for VLLM to Expertize in Spatial Rules AAAI 2025 Exploring Large Language Models’ World Perception: A Multi-Dimensional Evaluation through Data Distribution EMNLP 2025 FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement CVPR 2025 FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks EMNLP 2025 FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes ACL 2025