Deep Camera-Aware Metric Learning for Person Reidentification

Table 3

Comparison results (%) on DukeMTMC-reID dataset where the bold font and underline denotes the best method; bold font denotes the 2nd best method, and underline denotes the 3rd best method. Our proposed model achieves the 3rd best result on rank-1 and 4th best result on mAP.

Method	Reference	Rank-1	mAP
Ours	—	83.6	67.8
HPM	AAAI [16]	86.6	74.3
PA	ECCV [38]	84.4	69.3
PCB	ECCV [15]	83.3	69.2
DuATM	CVPR [39]	81.8	64.6
MLFN	CVPR [40]	81.2	62.8
HA-CNN	CVPR [13]	80.5	63.8
ATWL	CVPR [41]	79.8	63.4
PSE	CVPR [42]	79.8	62.0
DPFL	ICCVW [43]	79.2	60.6
CamStyle	CVPR [44]	78.3	57.6
AACN	CVPR [45]	76.8	59.3
dMpRL	TIP [46]	76.8	58.6
SVDNet	ICCV [32]	76.7	56.8
PAN	TCSVT [31]	71.6	51.5