@misc{widener2025identifyingfoundationmodelsperform,
      title={On Identifying Why and When Foundation Models Perform Well on Time-Series Forecasting Using Automated Explanations and Rating}, 
      author={Michael Widener and Kausik Lakkaraju and John Aydin and Biplav Srivastava},
      year={2025},
      eprint={2508.20437},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2508.20437}, 
}