conftrace_

spatial reasoning

223 papers

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Co-occurring keywords

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

From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025
SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data ACL 2025
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models EMNLP 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
ReMI: A Dataset for Reasoning with Multiple Images NIPS 2024
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors NIPS 2024
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024
Can You Even Tell Left From Right? Presenting a New Challenge for VQA WACV 2024
Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners EMNLP 2024
Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation CVPR 2024
Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024
An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024
Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation RSS 2024
Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning IJCAI 2024
Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark AAAI 2024
LINGO-Space: Language-Conditioned Incremental Grounding for Space AAAI 2024
Action Inference for Destination Prediction in Vision-and-Language Navigation ACL 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models EMNLP 2024
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024
Generating Human Motion in 3D Scenes from Text Descriptions CVPR 2024
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities CVPR 2024
FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts ACL 2024
Navigate Complex Physical Worlds via Geometrically Constrained LLM EMNLP 2024
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NIPS 2024