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Spatial Reasoning

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Showing 1–25 of 453 papers

TitleStatusHype
MindJourney: Test-Time Scaling with World Models for Spatial Reasoning—0
EmbRACE-3K: Embodied Reasoning and Action in Complex Environments—0
Warehouse Spatial Question Answering with LLM AgentCode1
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning—0
ByDeWay: Boost Your multimodal LLM with DEpth prompting in a Training-Free Way—0
Scaling RL to Long VideosCode0
OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene UnderstandingCode0
A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding—0
ImplicitQA: Going beyond frames towards Implicit Video ReasoningCode0
Optimising Language Models for Downstream Tasks: A Post-Training Perspective—0
ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models—0
World-aware Planning Narratives Enhance Large Vision-Language Model Planner—0
Video Perception Models for 3D Scene Synthesis—0
From 2D to 3D Cognition: A Brief Survey of General World Models—0
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning—0
SIRI-Bench: Challenging VLMs' Spatial Intelligence through Complex Reasoning Tasks—0
ImmerseGen: Agent-Guided Immersive World Generation with Alpha-Textured Proxies—0
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual DrawingCode2
Leveraging LLMs for Mission Planning in Precision Agriculture—0
3D-Aware Vision-Language Models Fine-Tuning with Geometric DistillationCode1
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
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual SimulationsCode1
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