| CityGPT: Empowering Urban Spatial Cognition of Large Language Models | Jun 20, 2024 | Code GenerationMath | CodeCode Available | 1 |
| AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding | Jun 19, 2024 | Question AnsweringSpatial Reasoning | CodeCode Available | 1 |
| TopViewRS: Vision-Language Models as Top-View Spatial Reasoners | Jun 4, 2024 | Multiple-choiceSpatial Reasoning | CodeCode Available | 1 |
| DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding | May 10, 2024 | RelationSpatial Reasoning | CodeCode Available | 1 |
| Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models | Apr 4, 2024 | Spatial ReasoningVisual Navigation | CodeCode Available | 1 |
| LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments | Feb 26, 2024 | Spatial Reasoning | CodeCode Available | 1 |
| Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark | Jan 8, 2024 | Relation MappingSpatial Reasoning | CodeCode Available | 1 |
| What's "up" with vision-language models? Investigating their struggle with spatial reasoning | Oct 30, 2023 | Spatial Reasoning | CodeCode Available | 1 |
| Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning | Oct 19, 2023 | MuJoCoPrompt Engineering | CodeCode Available | 1 |
| Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning | Oct 5, 2023 | NavigateSpatial Reasoning | CodeCode Available | 1 |
