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Spatial Reasoning

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Showing 151–200 of 453 papers

TitleStatusHype
Leveraging LLMs for Mission Planning in Precision Agriculture—0
A Multi-Modal Spatial Risk Framework for EV Charging Infrastructure Using Remote Sensing—0
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly—0
Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning—0
From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes—0
RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics—0
SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing—0
ReSpace: Text-Driven 3D Scene Synthesis and Editing with Preference Alignment—0
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models—0
In-the-wild Audio Spatialization with Flexible Text-guided LocalizationCode0
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry PriorsCode0
Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames—0
Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces—0
Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence—0
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence—0
Grounded Reinforcement Learning for Visual ReasoningCode0
Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models—0
VLM Can Be a Good Assistant: Enhancing Embodied Visual Tracking with Self-Improving Vision-Language Models—0
MEBench: A Novel Benchmark for Understanding Mutual Exclusivity Bias in Vision-Language Models—0
Agentic 3D Scene Generation with Spatially Contextualized VLMs—0
ViTaPEs: Visuotactile Position Encodings for Cross-Modal Alignment in Multimodal Transformers—0
Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps—0
Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery—0
U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding—0
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial ReasoningCode0
MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation—0
VLM-R^3: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought—0
DetailMaster: Can Your Text-to-Image Model Handle Long Prompts?Code0
SEM: Enhancing Spatial Understanding for Robust Robot Manipulation—0
SPaRC: A Spatial Pathfinding Reasoning ChallengeCode0
MMMR: Benchmarking Massive Multi-Modal Reasoning Tasks—0
STAR-R1: Spacial TrAnsformation Reasoning by Reinforcing Multimodal LLMsCode0
ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search—0
SPhyR: Spatial-Physical Reasoning Benchmark on Material DistributionCode0
Towards Embodied Cognition in Robots via Spatially Grounded Synthetic Worlds—0
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning—0
Incentivizing Multimodal Reasoning in Large Models for Direct Robot Manipulation—0
SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning—0
Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind—0
Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?—0
PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging—0
A Light and Smart Wearable Platform with Multimodal Foundation Model for Enhanced Spatial Reasoning in People with Blindness and Low Vision—0
SpatialPrompting: Keyframe-driven Zero-Shot Spatial Reasoning with Off-the-Shelf Multimodal Large Language Models—0
SITE: towards Spatial Intelligence Thorough Evaluation—0
Preliminary Explorations with GPT-4o(mni) Native Image Generation—0
Beyond Recognition: Evaluating Visual Perspective Taking in Vision Language Models—0
FreeInsert: Disentangled Text-Guided Object Insertion in 3D Gaussian Scene without Spatial Priors—0
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models—0
First Order Logic with Fuzzy Semantics for Describing and Recognizing Nerves in Medical Images—0
SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning—0
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