Multi-Scale Guided Attention Network for Crowd Counting

Table 3

Experimental comparison data on WorldExpo’10 dataset.

Dataset	WorldExpo’10
Scene	S1	S2	S3	S4	S5	Avg.
Zhang et al. [19]	9.8	14.1	14.3	22.2	3.7	12.9
MCNN [10]	3.4	20.6	12.9	13.0	8.1	11.6
Switch-CNN [8]	4.4	15.7	10.0	11.0	5.9	9.4
CP-CNN [31]	2.9	14.7	10.5	10.4	5.8	8.9
CSRNet [11]	2.9	11.5	8.6	16.6	3.4	8.6
PACNN [13]	2.3	12.5	9.1	11.2	3.8	7.8
CAN [16]	2.4	9.4	8.8	11.2	4.0	7.2
SDANet [38]	2.0	14.3	12.5	9.5	2.5	8.1
Ours	2.1	13.5	9.3	11.4	3.0	7.86