spatial reasoning

Hint2Gen: Bridging Understanding and Generation via Code-structured Hints CVPR 2026 HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models CVPR 2026 IMAIA: Interactive Maps AI Assistant for Travel Planning and Geo-Spatial Intelligence CVPR 2026 InfiniBench: Infinite Benchmarking for Visual Spatial Reasoning with Customizable Scene Complexity CVPR 2026 I-Scene: 3D Instance Models are Implicit Generalizable Spatial Learners CVPR 2026 Localizing, Structuring, and Rendering: Bridging 3D and 2D Vision-Language-Action Models for Robotic Manipulation CVPR 2026 LookasideVLN: Direction-Aware Aerial Vision-and-Language Navigation CVPR 2026 MANSION: Multi-floor lANguage-to-3D Scene generatIOn for loNg-horizon tasks CVPR 2026 Masking Matters: Unlocking the Spatial Reasoning Capabilities of LLMs for 3D Scene-Language Understanding CVPR 2026 Merge3D: Efficient 3D Multimodal LLMs via Joint 2D-3D Token Merging CVPR 2026 MirrorQA: Benchmarking Multimodal LLMs on Mirror-Orientation Reasoning ACL 2026 Mono3DVG-EnSD: Enhanced Spatial-aware and Dimension-decoupled Text Encoding for Monocular 3D Visual Grounding AAAI 2026 NoReGeo: Non-Reasoning Geometry Benchmark AAAI 2026 Now They See It, Now They Don’t: Multimodal Reward Models Exhibit Unreliability in Physical World Constraints CoNLL 2026 One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models ACL 2026 PanoNav: Mapless Zero-Shot Object Navigation with Panoramic Scene Parsing and Dynamic Memory AAAI 2026 Paper Folding Puzzles: Can Multimodal Large Language Models Perform Spatial Reasoning? AAAI 2026 PARSE: Part-Aware Relational Spatial Modeling CVPR 2026 ReasonMap: Towards Fine-Grained Visual Reasoning from Transit Maps CVPR 2026 RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation EACL 2026 S$^2$-MLLM: Boosting Spatial Reasoning Capability of MLLMs for 3D Visual Grounding with Structural Guidance CVPR 2026 Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models CVPR 2026 Scaling Spatial Intelligence with Multimodal Foundation Models CVPR 2026 Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System AAAI 2026 SpaceDrive: Infusing Spatial Awareness into VLM-based Autonomous Driving CVPR 2026