conftrace_

spatial reasoning

223 papers

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vision-language model (2348) large language model (13587) multimodal learning (4645) visual question answering (1017) benchmark evaluation (1556) visual reasoning (493) multimodal large language model (966) scene understanding (825) vision language model (767) 3d vision (1098)

Papers

The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models NAACL 2025
SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs CVPR 2025
CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025
MAPWise: Evaluating Vision-Language Models for Advanced Map Queries NAACL 2025
ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments EMNLP 2025
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics CVPR 2025
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models CVPR 2025
R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner CVPR 2025
iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs EMNLP 2025
CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos CVPR 2025
GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025
SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data ACL 2025
SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language CVPR 2025
AerialVG: A Challenging Benchmark for Aerial Visual Grounding by Exploring Positional Relations ICCV 2025
Bridging Language and Scenes through Explicit 3-D Model Construction COLING 2025
Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025
FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement CVPR 2025
3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning CVPR 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025
GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields ICCV 2025
CAPTURE: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting ICCV 2025
Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation ICCV 2025
3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation EMNLP 2025