Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?

Coen Adler, Yuxin Chang, Felix Draxler +2

The recent development of foundation models for time series data has generated considerable interest in using such models across a variety of applications. Although foundation mode…