| Neuro-symbolic Training for Reasoning over Spatial Language | Jun 19, 2024 | Spatial ReasoningTransfer Learning | CodeCode Available | 0 | 5 |
| MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data Curation | Jan 7, 2025 | Spatial Reasoning | CodeCode Available | 0 | 5 |
| From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task | Feb 23, 2025 | Decision MakingNavigate | CodeCode Available | 0 | 5 |
| LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation | Sep 26, 2022 | Spatial ReasoningVision and Language Navigation | CodeCode Available | 0 | 5 |
| MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models | Dec 31, 2024 | Multiple-choiceQuestion Answering | CodeCode Available | 0 | 5 |
| cilantro: A Lean, Versatile, and Efficient Library for Point Cloud Data Processing | Jul 1, 2018 | ClusteringPoint Cloud Segmentation | CodeCode Available | 0 | 5 |
| Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs | Apr 11, 2024 | DescriptiveHallucination | 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 |
| Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data | Jan 31, 2024 | BenchmarkingChange Detection | 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 |
