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

Table 8

Performance of variants of AGCN-T on Los-loop.

Time (min)	Evaluation metrics	AGCN-T-T	AGCN-T-A	AGCN-T-G	AGCN-T
15	MAE	6.4086	5.6626	5.4912	5.5518
	MAPE (%)	17.8962	15.5348	15.5348	15.2011
	RMSE	9.4501	8.3365	8.2559	8.0986
30	MAE	6.4682	5.6977	5.4644	5.4398
	MAPE (%)	18.0092	15.6929	15.6609	15.0389
	RMSE	9.5057	8.3926	8.2992	8.1511
45	MAE	6.4774	5.7609	5.5355	5.4472
	MAPE (%)	18.0913	15.8714	15.6214	15.2411
	RMSE	9.5265	8.4556	8.4143	8.1982
60	MAE	6.5484	5.7511	5.6634	5.5311
	MAPE (%)	18.3326	16.8024	15.9994	15.0778
	RMSE	9.6421	8.5178	8.4268	8.2084