Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

ICLR 2018 Yaguang LiRose YuCyrus ShahabiYan Liu

Spatiotemporal forecasting has various applications in neuroscience, climate and transportation domain. Traffic forecasting is one canonical example of such learning task... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Traffic Prediction METR-LA DCRNN MAE @ 12 step 3.60 # 3
Traffic Prediction PeMS-M DCRNN MAE (60 min) 3.83 # 3