Subway Platform Passenger Flow Counting Algorithm Based on Feature-Enhanced Pyramid and Mixed Attention

Table 2

Experimental results of UCF_CC_50 dataset.

Algorithm	MAE	MSE	Params (MB)	Inference time (s)
MCNN [11]	377.6	509.1	23.62	1.28
CSRNet [14]	266.1	397.5	21.95	0.92
CAN [41]	212.2	243.7	24.94	1.51
MSEN [42]	226.7	310.6	23.81	1.33
MIA [43]	224.9	318.4	22.77	1.07
Proposed algorithm	213.1	254.7	20.48	0.84