No One-Model-Fits-All: Uncovering Spatio-Temporal Forecasting Trade-offs with Graph Neural Networks and Foundation Models. - Ragini Gupta; Naman Raina; Bo Chen 025; Li Chen 008; Claudiu Danilov 001; Josh Eckhardt; Keyshla Bernard; Klara Nahrstedt (CoRR, 2025)