TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	REMOVE
Traffic Prediction	METR-LA	STGCN	MAE @ 12 step	4.45	# 7
Traffic Prediction	PeMS-M	STGCN	MAE (60 min)	4.02	# 4

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Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

14 Sep 2017 • Bing Yu • Haoteng Yin • Zhanxing Zhu

Timely accurate traffic forecast is crucial for urban traffic control and guidance. Due to the high nonlinearity and complexity of traffic flow, traditional methods cannot satisfy the requirements of mid-and-long term prediction tasks and often neglect spatial and temporal dependencies... (read more)

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