ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization

Yuanhe Guo*, Linxi Xie*, Zhuoran Chen, Kangrui Yu, Ryan Po, Guandao Yang, Gordon Wetzstein, Hongyi Wen†

*Indicates Equal Contribution †Correspondence

Links

Huggingface

• image metadata: https://huggingface.co/datasets/MAPS-research/ImageGem-images
• model metadata: https://huggingface.co/datasets/MAPS-research/ImageGem-models

Project Page

• https://maps-research.github.io/imagegem-iccv2025/

Paper

• arXiv Preprint: https://arxiv.org/abs/2510.18433

TODOs

• Include HF metadata links
• Example usage for HF metadata
• Include HF compressed model weights links
• Example usage for compressed model weights
• Upload code for constructing a LoRA weight space