spatial reasoning

VideoPASTA: 7K Preference Pairs That Matter for Video-LLM Alignment EMNLP 2025 ViewSRD: 3D Visual Grounding via Structured Multi-View Decomposition ICCV 2025 Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs EMNLP 2025 Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025 VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025 Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas ICML 2025 Words Over Pixels? Rethinking Vision in Multimodal Large Language Models IJCAI 2025 XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025 Action Inference for Destination Prediction in Vision-and-Language Navigation ACL 2024 Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark AAAI 2024 An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024 Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models EMNLP 2024 Can You Even Tell Left From Right? Presenting a New Challenge for VQA WACV 2024 DeBaRA: Denoising-Based 3D Room Arrangement Generation NeurIPS 2024 Enhancing LLM Reasoning via Vision-Augmented Prompting NeurIPS 2024 FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts ACL 2024 Generating Human Motion in 3D Scenes from Text Descriptions CVPR 2024 Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation RSS 2024 Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation CVPR 2024 Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024 Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation EMNLP 2024 Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NeurIPS 2024 Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024 LINGO-Space: Language-Conditioned Incremental Grounding for Space AAAI 2024 Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NeurIPS 2024