AGCN-T: A Traffic Flow Prediction Model for Spatial-Temporal Network Dynamics

Table 7

Performance of variants of AGCN-T on Seattle.

Time (min)	Evaluation metrics	AGCN-T-T	AGCN-T-A	AGCN-T-G	AGCN-T
15	MAE	5.4521	4.2821	4.5121	3.9826
	MAPE (%)	17.4125	12.3318	13.5921	11.1394
	RMSE	8.2782	6.3716	6.8016	5.9907
30	MAE	5.4356	4.2468	4.5951	4.0206
	MAPE (%)	17.8181	12.1546	13.4543	11.2235
	RMSE	8.2469	6.3168	6.8143	6.0103
45	MAE	5.4483	4.2385	4.6619	4.2175
	MAPE (%)	17.8553	12.1304	13.6041	11.2301
	RMSE	8.2661	6.3378	6.8343	6.1332
60	MAE	5.5267	4.3451	4.7084	4.3032
	MAPE (%)	18.0679	12.4229	13.9697	11.6223
	RMSE	8.3715	6.4904	7.0653	6.1932