spatial reasoning

3D Space as a Scratchpad for Editable Text-to-Image Generation CVPR 2026 AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation CVPR 2026 BabyVLM-V2: Toward Developmentally Grounded Pretraining and Benchmarking of Vision Foundation Models CVPR 2026 Beyond 3D VQAs: Injecting 3D Spatial Priors into Vision-Language Models for Enhanced Geometric Reasoning CVPR 2026 Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models AAAI 2026 BOP-ASK: Object-Interaction Reasoning for Vision-Language Models CVPR 2026 CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards ACL 2026 Can MLLMs Find Their Way in a City? Exploring Emergent Navigation from Web-Scale Knowledge EACL 2026 CAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models ACL 2026 Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting WACV 2026 CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments ACL 2026 CompBench: Benchmarking Complex Instruction-guided Image Editing CVPR 2026 CVP: Central-Peripheral Vision-Inspired Multimodal Model for Spatial Reasoning WACV 2026 Data-Driven Loss Functions for Inference-Time Optimization in Text-to-Image WACV 2026 DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning AAAI 2026 Deformable Polygonal Flow Matching with Informed Priors and Hierarchical Graph Constraints AAAI 2026 DENALI: A Dataset Enabling Non-Line-of-Sight Spatial Reasoning with Low-Cost LiDARs CVPR 2026 Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models ACL 2026 DiG: Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large Language Models CVPR 2026 Direction-aware 3D Large Multimodal Models CVPR 2026 Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models ACL 2026 E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving CVPR 2026 EagleVision: A Dual-Stage Framework with BEV-grounding-based Chain-of-Thought for Spatial Intelligence CVPR 2026 Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning AAAI 2026 EgoMind: Activating Spatial Cognition through Linguistic Reasoning in MLLMs CVPR 2026