ResearchBenchmarksGrid-based Spatio-Temporal Forecasting on Tdrive-BJ Long-term 24 -> 24avg (test)Grid-based Spatio-Temporal Forecasting on Tdrive-BJ Long-term 24 -> 24avg (test)Follow12.92MAEUrbanFM12.779213.729614.6815.6304Feb 24, 2026Evaluation resultsMethodMethodLinksMAERMSEMAPEUrbanFMEvaluation Protocol=Ze...Evaluation Protocol=Zero-Shot, Method Type=ST2026.0212.9223.5420.62D2STGNNEvaluation Protocol=Fe...Evaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Graph Method2026.0215.5232.0225.1LSTMEvaluation Protocol=Fe...Evaluation Protocol=Few-Shot (10% Training Set), Method Type=Time Series Method2026.0216.4435.9427.4