| Rethinking the Embodied Gap in Vision-and-Language Navigation: A Holistic Study of Physical and Visual Disparities | Jul 17, 2025 | Large Language ModelVision and Language Navigation | —Unverified | 0 |
| NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments | Jun 30, 2025 | Decision MakingVision and Language Navigation | CodeCode Available | 2 |
| Grounded Vision-Language Navigation for UAVs with Open-Vocabulary Goal Understanding | Jun 12, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Navigation Framework Utilizing Vision-Language Models | Jun 11, 2025 | NavigatePrompt Engineering | CodeCode Available | 0 |
| Disrupting Vision-Language Model-Driven Navigation Services via Adversarial Object Fusion | May 29, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross from Left to Right Brain: Adaptive Text Dreamer for Vision-and-Language Navigation | May 27, 2025 | Large Language ModelLogical Reasoning | CodeCode Available | 1 |
| FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models | May 19, 2025 | Disaster ResponseVision and Language Navigation | CodeCode Available | 2 |
| Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation | May 16, 2025 | 3D geometryNavigate | CodeCode Available | 2 |
| CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory | May 8, 2025 | Large Language ModelNavigate | CodeCode Available | 1 |
| MetaScenes: Towards Automated Replica Creation for Real-world 3D Scans | May 5, 2025 | Vision and Language Navigation | —Unverified | 0 |
