@article{evaluatingspatiotemporalforecastingtrade, title = {Evaluating Spatio-Temporal Forecasting Trade-offs Between Graph Neural Networks and Foundation Models}, author = {Ragini Gupta and Naman Raina and Bo Chen and Li Chen and Claudiu Danilov and Josh Eckhardt and Keyshla Bernard and Klara Nahrstedt}, year = {2025}, eprint = {2511.05179}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.05179}, }