Multi-Dimensional Attention Based Spatial-Temporal Networks for Traffic Forecasting

Table 1

Average Performance Of Difference Methods On PeMSD4 And PeMSD8 Datasets.

Model	PeMSD4		PeMSD8
	RMSE	MAE	RMSE	MAE
HA	46.08	31.53	38.00	26.05
ARIMA	47.56	29.94	35.53	28.66
GRU	39.69	28.58	29.67	23.59
LSTM	39.3	27.83	27.83	22.31
Graph-WaveNet	37.79	26.52	26.34	21.39
STGCN	38.29	25.62	27.87	20.31
MASTN(propose)	35.01	22.53	22.43	19.33
MSTN(propose)	35.77	23.72	26.76	19.78