mlsanityData to 14 Oct 2026

When Generative Artificial Intelligence meets Extended Reality: A Systematic Review

arXiv 2511.03282 ↗First posted 5 Nov 2025cs.HC cs.AI cs.LGcited by 1

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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.

Key facts. Cited by 1 paper 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

20 of 76 references.

References · 20

  1. 2023A Survey on Evaluation of Large Language Modelscited by 1,242
  2. 2022Diffusion Models in Vision: A Surveycited by 1,015
  3. 2023Vision-Language Models for Vision Tasks: A Surveycited by 839
  4. 2018Image Transformercited by 772
  5. 2021All One Needs to Know about Metaverse: A Complete Survey on Technological Singularity, Virtual Ecosystem, and Research Agendacited by 67
  6. 2024Rethinking VLMs and LLMs for Image Classificationcited by 12
  7. 2022AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trendscited by 8
  8. 2023Generative AI-empowered Effective Physical-Virtual Synchronization in the Vehicular Metaversecited by 6
  9. 2023Beyond Reality: The Pivotal Role of Generative AI in the Metaversecited by 5
  10. 2024Towards Massive Interaction with Generalist Robotics: A Systematic Review of XR-enabled Remote Human-Robot Interaction Systemscited by 4
  11. 2025Transcending Dimensions using Generative AI: Real-Time 3D Model Generation in Augmented Realitycited by 4
  12. 2022Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaversescited by 3
8 more
  1. 2023Towards Anatomy Education with Generative AI-based Virtual Assistants in Immersive Virtual Reality Environmentscited by 3
  2. 2024BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AIcited by 3
  3. 2024SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blendingcited by 3
  4. 2025Generative AI Framework for 3D Object Generation in Augmented Realitycited by 2
  5. 2025From Voices to Worlds: Developing an AI-Powered Framework for 3D Object Generation in Augmented Realitycited by 2
  6. 2024Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AIcited by 1
  7. 2024MS2Mesh-XR: Multi-modal Sketch-to-Mesh Generation in XR Environmentscited by 1
  8. 2025TeamPortal: Exploring Virtual Reality Collaboration Through Shared and Manipulating Parallel Viewscited by 1

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 1.

1 paper.

  1. 2026Generative Communications: Overview, Technologies, and Trendscited by 0