| Social Conjuring: Multi-User Runtime Collaboration with AI in Building Virtual 3D Worlds | Sep 30, 2024 | Spatial Reasoning | —Unverified | 0 |
| Spatial Reasoning and Planning for Deep Embodied Agents | Sep 28, 2024 | Autonomous DrivingMinecraft | —Unverified | 0 |
| DARE: Diverse Visual Question Answering with Robustness Evaluation | Sep 26, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning? | Sep 25, 2024 | In-Context LearningNovel Concepts | CodeCode Available | 0 |
| Tag Map: A Text-Based Map for Spatial Reasoning and Navigation with Large Language Models | Sep 23, 2024 | Common Sense ReasoningSpatial Reasoning | —Unverified | 0 |
| Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data | Sep 19, 2024 | Logical ReasoningSpatial Reasoning | CodeCode Available | 0 |
| Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models | Sep 15, 2024 | Spatial Reasoning | —Unverified | 0 |
| ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching | Sep 6, 2024 | Action GenerationSpatial Reasoning | —Unverified | 0 |
| Cog-GA: A Large Language Models-based Generative Agent for Vision-Language Navigation in Continuous Environments | Sep 4, 2024 | Continual LearningNavigate | —Unverified | 0 |
| Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games | Aug 28, 2024 | Atari GamesBenchmarking | —Unverified | 0 |
| AeroVerse: UAV-Agent Benchmark Suite for Simulating, Pre-training, Finetuning, and Evaluating Aerospace Embodied World Models | Aug 28, 2024 | Spatial ReasoningTask Planning | —Unverified | 0 |
| Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications | Aug 27, 2024 | Spatial Reasoning | —Unverified | 0 |
| Can LLM be a Good Path Planner based on Prompt Engineering? Mitigating the Hallucination for Path Planning | Aug 23, 2024 | HallucinationPrompt Engineering | —Unverified | 0 |
| Narrowing the Gap between Vision and Action in Navigation | Aug 19, 2024 | DecoderSpatial Reasoning | CodeCode Available | 0 |
| Beyond the Hype: A dispassionate look at vision-language models in medical scenario | Aug 16, 2024 | Question AnsweringSpatial Reasoning | —Unverified | 0 |
| SceneGPT: A Language Model for 3D Scene Understanding | Aug 13, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Space-LLaVA: a Vision-Language Model Adapted to Extraterrestrial Applications | Aug 12, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models | Aug 5, 2024 | Question AnsweringSpatial Reasoning | —Unverified | 0 |
| Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model | Aug 1, 2024 | EgoSchemaLanguage Modeling | —Unverified | 0 |
| I Know About "Up"! Enhancing Spatial Reasoning in Visual Language Models Through 3D Reconstruction | Jul 19, 2024 | 3D ReconstructionSpatial Reasoning | —Unverified | 0 |
| OpenSU3D: Open World 3D Scene Understanding using Foundation Models | Jul 19, 2024 | Scene UnderstandingSpatial Reasoning | —Unverified | 0 |
| A LLM Benchmark based on the Minecraft Builder Dialog Agent Task | Jul 17, 2024 | MathMinecraft | —Unverified | 0 |
| Show, Don't Tell: Evaluating Large Language Models Beyond Textual Understanding with ChildPlay | Jul 12, 2024 | Spatial Reasoning | CodeCode Available | 0 |
| GRASP: A Grid-Based Benchmark for Evaluating Commonsense Spatial Reasoning | Jul 2, 2024 | Spatial Reasoning | —Unverified | 0 |
| FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts | Jun 27, 2024 | Decision MakingLogical Reasoning | —Unverified | 0 |