A Comparative Study on How Data Normalization Affects Zero-Shot Generalization in Time Series Foundation Models

Ihab Ahmed, Denis Krompaß, Cheng Feng +1

We investigate input normalization methods for Time-Series Foundation Models (TSFMs). While normalization is well-studied in dataset-specific time-series models, it remains overloo…