@article{smarthomebenchacomprehensivebenchmarkfor,
  title = {SmartHome-Bench: A Comprehensive Benchmark for Video Anomaly Detection in Smart Homes Using Multi-Modal Large Language Models},
  author = {Xinyi Zhao and Congjing Zhang and Pei Guo and Wei Li and Lin Chen and Chaoyue Zhao and Shuai Huang},
  year = {2025},
  eprint = {2506.12992},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.12992v1},
}