@article{tcdarenaassessingrobustnessoftimeseriesc,
  title = {TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations},
  author = {Gideon Stein and Niklas Penzel and Tristan Piater and Joachim Denzler},
  year = {2026},
  eprint = {2605.03045},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.03045},
}