Table 6.

Single query comparisons on the DukeMTMC-reID dataset.

Methods	Rank-1 (%)	mAP (%)
BOW + kISSME [45]	25.13	12.17
LOMO + XQDA [54]	30.75	17.04
GAN [45]	67.7	47.1
PAN [9]	71.6	51.5
SVDNet [50]	76.7	56.8
MultiScale [16]	79.2	60.6
Ours	79.0	62.1
Ours+Re-ranking	84.2	78.8