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Spatial Reasoning

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Showing 176–200 of 453 papers

TitleStatusHype
Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization—0
SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task Planning—0
HSPFormer: Hierarchical Spatial Perception Transformer for Semantic SegmentationCode1
Embodied Scene Understanding for Vision Language Models via MetaVQA—0
Imagine while Reasoning in Space: Multimodal Visualization-of-ThoughtCode2
MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data CurationCode0
AuxDepthNet: Real-Time Monocular 3D Object Detection with Depth-Sensitive Features—0
R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner—0
Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models—0
Chain of Semantics Programming in 3D Gaussian Splatting Representation for 3D Vision Grounding—0
SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs—0
SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language—0
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation ModelsCode0
CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs—0
Expand VSR Benchmark for VLLM to Expertize in Spatial RulesCode0
Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models—0
Do Multimodal Language Models Really Understand Direction? A Benchmark for Compass Direction Reasoning—0
Investigating Relational State Abstraction in Collaborative MARLCode0
Mathematical Definition and Systematization of Puzzle Rules—0
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall SpacesCode4
SPHERE: A Hierarchical Evaluation on Spatial Perception and Reasoning for Vision-Language ModelsCode0
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial ReasoningCode2
A dual contrastive framework—0
Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning—0
VisionArena: 230K Real World User-VLM Conversations with Preference Labels—0
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