Table 3.

Experimental evaluation of the algorithm with different backbones (standard test protocol).

Algorithm	Market-1501		DukeMTMC-reID
	${\mathit{Rank}}_{\mathbf{1}}\mathbf{(}\mathbf{\uparrow }\mathbf{)}\mathbf{,}\mathbf{\%}$	$\mathit{mAP}\mathbf{(}\mathbf{\uparrow }\mathbf{)}\mathbf{,}\mathbf{\%}$	${\mathit{Rank}}_{\mathbf{1}}\mathbf{(}\mathbf{\uparrow }\mathbf{)}\mathbf{,}\mathbf{\%}$	$\mathit{mAP}\mathbf{(}\mathbf{\uparrow }\mathbf{)}\mathbf{,}\mathbf{\%}$
Baseline (ResNet50)	94.50	85.90	86.40	76.40
With Res2Net50	95.01	87.19	88.15	77.61

The best results by metrics are highlighted in bold.