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

Table 6

Performance of variants of AGCN-T on PeMSD7.

Time (min)	Evaluation metrics	AGCN-T-T	AGCN-T-A	AGCN-T-G	AGCN-T
15	MAE	5.6168	4.5984	4.7472	4.4256
	MAPE (%)	14.2441	11.3237	11.8711	10.8202
	RMSE	8.3871	7.1304	5.7158	6.7791
30	MAE	5.6118	4.5819	4.7474	4.4363
	MAPE (%)	14.1983	11.2825	11.7499	10.7861
	RMSE	8.4001	7.2551	5.8557	5.5786
45	MAE	5.6667	5.6095	4.7581	6.9967
	MAPE (%)	14.3808	11.7872	11.8599	10.8902
	RMSE	8.4702	7.3045	6.8202	6.8397
60	MAE	5.7903	4.7118	5.2767	6.8753
	MAPE (%)	14.6821	11.9023	12.9301	11.7486
	RMSE	8.6377	7.7448	7.8442	7.1922