@article{catsbenchcanlanguagemodelsdescribetimese, title = {CaTS-Bench: Can Language Models Describe Time Series?}, author = {Luca Zhou and Pratham Yashwante and Marshall Fisher and Alessio Sampieri and Zihao Zhou and Fabio Galasso and Rose Yu}, year = {2025}, eprint = {2509.20823}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.20823}, }