Multi-Scale Guided Attention Network for Crowd Counting

Table 6

Experimental comparison data on ShanghaiTech dataset.

Dataset	ShanghaiTech A		ShanghaiTech B
Evaluation	MAE	MSE	MAE	MSE
Zhang et al. [19]	181.8	277.7	32.0	49.8
MCNN [10]	110.2	173.2	26.4	41.3
Switching-CNN [8]	95.6	138.6	21.6	33.4
CP-CNN [10]	73.6	106.4	20.1	30.1
CSRNet [11]	68.2	115.0	10.6	16.0
SANet [2]	67.0	104.5	8.4	13.6
PACNN [13]	66.3	106.4	8.9	13.5
CAN [16]	62.3	100.0	7.8	12.2
DADNet [15]	64.2	99.9	8.8	13.5
SDANet [38]	63.6	101.8	8.2	12.8
Ours	66.5	96.7	9.2	13.8