Traffic Safety Oriented Multi-Intersection Flow Prediction Based on Transformer and CNN

Table 1

Comparison of simulation results.

Models	MAE	MSE
CNN	0.12205	0.02899
LSTM	0.09840	0.01720
DISTN	0.09778	0.01683
Transformer	0.09599	0.01656
Informer	0.09736	0.01681
CNNformer	0.09499	0.01604
CNNformer^+	0.09220	0.01515