A Critical Audit of Spatiotemporal Forecasting Benchmark Datasets and Models

Kenneth Martin, Simon Heilig, Asja Fischer +3

Graph neural networks (GNNs) are routinely employed for spatiotemporal forecasting, yet their performance across widely used benchmark datasets is inconsistent. Here, we perform an…