Table 4.

Errors of models based on ADN with different attention mechanisms, on Metr-LA. Models marked with * represent our own implementation of the baseline.

	15-min			30-min			60-min
Model	MAE	RMSE	MAPE	MAE	RMSE	MAPE	MAE	RMSE	MAPE
ADN-DA *	3.01	6.04	8.18%	3.57	7.40	10.28%	4.30	8.88	12.82%
ADN-GA *	3.06	6.14	8.37%	3.62	7.54	10.50%	4.37	9.04	12.98%
ADN-RA	3.04	6.10	8.25%	3.60	7.45	10.40%	4.32	8.91	12.99%
ADN-FA	3.02	6.01	8.20%	3.56	7.30	10.22%	4.31	8.70	12.61%
ADN-EA	3.06	6.11	8.33%	3.61	7.47	10.41%	4.36	8.93	13.08%
ADN-LA	3.05	6.14	8.20%	3.64	7.53	10.35%	4.42	9.16	13.03%
ADN-FV	3.02	6.05	8.20%	3.58	7.42	10.32%	4.38	8.94	13.75%