Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning
arXiv:2505.11349v3 Announce Type: replace
Abstract: Recent time-series foundation models exhibit strong abilities to predict physical systems. These abilities include zero-shot forecasting, in which a model forecasts future states of a system given on…