Evaluating Accuracy and Probabilistic Reliability of Zero-Shot Time Series Foundation Models

Panagiotis Michael, Moysis Symeonides, Demetris Trihinas

Time Series Foundation Models (TSFMs) promise a paradigm shift toward zero-shot forecasting by eliminating task-specific training. However, existing works often overlook trade-offs…