# When Generative Artificial Intelligence meets Extended Reality: A Systematic Review

arXiv: https://arxiv.org/abs/2511.03282 · HTML: https://mlsanity.com/paper/2511.03282/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 20 of its 76 references that are in the map.
- First posted on arXiv 5 Nov 2025.

## Builds on (most cited first, 20 of 20)

- [A Survey on Evaluation of Large Language Models](https://mlsanity.com/paper/2307.03109/) (2023)
- [Diffusion Models in Vision: A Survey](https://mlsanity.com/paper/2209.04747/) (2022)
- [Vision-Language Models for Vision Tasks: A Survey](https://mlsanity.com/paper/2304.00685/) (2023)
- [Image Transformer](https://mlsanity.com/paper/1802.05751/) (2018)
- [All One Needs to Know about Metaverse: A Complete Survey on Technological Singularity, Virtual Ecosystem, and Research Agenda](https://mlsanity.com/paper/2110.05352/) (2021)
- [Rethinking VLMs and LLMs for Image Classification](https://mlsanity.com/paper/2410.14690/) (2024)
- [AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends](https://mlsanity.com/paper/2208.10921/) (2022)
- [Generative AI-empowered Effective Physical-Virtual Synchronization in the Vehicular Metaverse](https://mlsanity.com/paper/2301.07636/) (2023)
- [Beyond Reality: The Pivotal Role of Generative AI in the Metaverse](https://mlsanity.com/paper/2308.06272/) (2023)
- [Towards Massive Interaction with Generalist Robotics: A Systematic Review of XR-enabled Remote Human-Robot Interaction Systems](https://mlsanity.com/paper/2403.11384/) (2024)
- [Transcending Dimensions using Generative AI: Real-Time 3D Model Generation in Augmented Reality](https://mlsanity.com/paper/2504.21033/) (2025)
- [Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses](https://mlsanity.com/paper/2210.13289/) (2022)
- [Towards Anatomy Education with Generative AI-based Virtual Assistants in Immersive Virtual Reality Environments](https://mlsanity.com/paper/2306.17278/) (2023)
- [BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AI](https://mlsanity.com/paper/2403.13947/) (2024)
- [SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending](https://mlsanity.com/paper/2409.13926/) (2024)
- [Generative AI Framework for 3D Object Generation in Augmented Reality](https://mlsanity.com/paper/2502.15869/) (2025)
- [From Voices to Worlds: Developing an AI-Powered Framework for 3D Object Generation in Augmented Reality](https://mlsanity.com/paper/2503.16474/) (2025)
- [Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI](https://mlsanity.com/paper/2404.06182/) (2024)
- [MS2Mesh-XR: Multi-modal Sketch-to-Mesh Generation in XR Environments](https://mlsanity.com/paper/2412.09008/) (2024)
- [TeamPortal: Exploring Virtual Reality Collaboration Through Shared and Manipulating Parallel Views](https://mlsanity.com/paper/2501.17768/) (2025)

## Built on by (most cited first, 1 of 1)

- [Generative Communications: Overview, Technologies, and Trends](https://mlsanity.com/paper/2607.09183/) (2026)

## Abstract (arXiv)

With the continuous advancement of technology, the application of generative artificial intelligence (AI) in various fields is gradually demonstrating great potential, particularly when combined with Extended Reality (XR), creating unprecedented possibilities. This survey article systematically reviews the applications of generative AI in XR, covering as much relevant literature as possible from 2023 to 2025. The application areas of generative AI in XR and its key technology implementations are summarised through PRISMA screening and analysis of the final 26 articles. The survey highlights existing articles from the last three years related to how XR utilises generative AI, providing insights into current trends and research gaps. We also explore potential opportunities for future research to further empower XR through generative AI, providing guidance and information for future generative XR research.