SHRUG-FM: Reliability-Aware Foundation Models for Earth Observation

Maria Gonzalez-Calabuig, Kai-Hendrik Cohrs, Vishal Nedungadi +7

Geospatial foundation models (GFMs) for Earth observation often fail to perform reliably in environments underrepresented during pretraining. We introduce SHRUG-FM, a framework for…