| MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models | Dec 31, 2024 | Multiple-choiceQuestion Answering | CodeCode Available | 0 | 5 |
| Location Aware Modular Biencoder for Tourism Question Answering | Jan 4, 2024 | Question AnsweringRetrieval | CodeCode Available | 0 | 5 |
| FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks | Feb 25, 2025 | Image GenerationLayout Generation | CodeCode Available | 0 | 5 |
| Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning | Jul 6, 2022 | DiagnosticMulti-Task Learning | CodeCode Available | 0 | 5 |
| Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors | May 30, 2025 | 3D geometryLarge Language Model | CodeCode Available | 0 | 5 |
| FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans | Mar 31, 2018 | Spatial ReasoningVector Graphics | CodeCode Available | 0 | 5 |
| Are LLMs the Master of All Trades? : Exploring Domain-Agnostic Reasoning Skills of LLMs | Mar 22, 2023 | AllSpatial Reasoning | CodeCode Available | 0 | 5 |
| Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs | Apr 11, 2024 | DescriptiveHallucination | CodeCode Available | 0 | 5 |
| Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning? | Sep 25, 2024 | In-Context LearningNovel Concepts | CodeCode Available | 0 | 5 |
| Inherent limitations of LLMs regarding spatial information | Dec 5, 2023 | Spatial Reasoning | CodeCode Available | 0 | 5 |
