Urban Traffic Flow Forecast Based on FastGCRNN

Table 2

Comparison of results between FastGCRNN model and other traffic flow prediction models.

Model	Time
	RMSE
	5 min	30 min
HA	19.502	23.158
ARIMA	17.541	19.097
SVR	17.895	19.005
LSTM	13.102	16.930
ConvLSTM	19.481	21.038
GCRN	11.892	16.265
GCRNN-nosample	9.950	16.231
FastGCRNN	9.867	16.2734