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Spatial Reasoning
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
EmbRACE-3K: Embodied Reasoning and Action in Complex Environments
Warehouse Spatial Question Answering with LLM Agent
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
ByDeWay: Boost Your multimodal LLM with DEpth prompting in a Training-Free Way
Scaling RL to Long Videos
OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding
A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding
Optimising Language Models for Downstream Tasks: A Post-Training Perspective
World-aware Planning Narratives Enhance Large Vision-Language Model Planner
ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
ImplicitQA: Going beyond frames towards Implicit Video Reasoning
From 2D to 3D Cognition: A Brief Survey of General World Models
Video Perception Models for 3D Scene Synthesis
ImmerseGen: Agent-Guided Immersive World Generation with Alpha-Textured Proxies
SIRI-Bench: Challenging VLMs' Spatial Intelligence through Complex Reasoning Tasks
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning
3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing
Leveraging LLMs for Mission Planning in Precision Agriculture
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly
A Multi-Modal Spatial Risk Framework for EV Charging Infrastructure Using Remote Sensing
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations
From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes
Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning
RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics
SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
ReSpace: Text-Driven 3D Scene Synthesis and Editing with Preference Alignment
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models
In-the-wild Audio Spatialization with Flexible Text-guided Localization
Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT
Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors
VideoCAD: A Large-Scale Video Dataset for Learning UI Interactions and 3D Reasoning from CAD Software
Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition
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