@article{beyondaccuracyaretimeseriesfoundationmod, title = {Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?}, author = {Coen Adler and Yuxin Chang and Felix Draxler and Samar Abdi and Padhraic Smyth}, year = {2025}, eprint = {2510.16060}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.16060}, }