spatial reasoning

EgoProx: Evaluating MLLMs on Egocentric 3D Proximity Reasoning Across a Cognitive Hierarchy CVPR 2026 Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching CVPR 2026 Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks ACL 2026 ENC-Bench: A Benchmark for Evaluating Multimodal Large Language Models in Electronic Navigational Chart Understanding CVPR 2026 Enhancing Spatial Reasoning Through Visual and Textual Thinking AAAI 2026 Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models ACL 2026 E-ViC: Reasoning Beyond Text via Embodied Visual Chain for Spatial Intelligence ACL 2026 EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer AAAI 2026 Exploring Spatial Intelligence from a Generative Perspective CVPR 2026 Extending Embodied Question Answering from Perception to Decision CVPR 2026 FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models ACL 2026 From Indoor to Open World: Revealing the Spatial Reasoning Gap in MLLMs CVPR 2026 From Pixels to Policies: Reinforcing Spatial Reasoning in Language Models for Content-Aware Layout Design ACL 2026 From Where Things Are to What They Are For: Benchmarking Spatial-Functional Intelligence in Multimodal LLMs CVPR 2026 G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning CVPR 2026 GA-VLN: Geometry-Aware BEV Representation for Efficient Vision-Language Navigation CVPR 2026 Geometrically-Constrained Agent for Spatial Reasoning CVPR 2026 GeoViS: Geospatially Rewarded Visual Search for Remote Sensing Visual Grounding CVPR 2026 Graph-of-Mark: Promote Spatial Reasoning in Multimodal Language Models with Graph-Based Visual Prompting AAAI 2026 Grounded 3D-Aware Spatial Vision-Language Modeling CVPR 2026 Grounding Everything in Tokens for Multimodal Large Language Models CVPR 2026 GUI-G²: Gaussian Reward Modeling for GUI Grounding AAAI 2026 HandVQA: Diagnosing and Improving Fine-Grained Spatial Reasoning about Hands in Vision-Language Models CVPR 2026 Hear you are: Teaching LLMs Spatial Reasoning with Vision and Spatial Sound CVPR 2026 Heuristic-inspired Reasoning Priors Facilitate Data-Efficient Referring Object Detection CVPR 2026