A Boosting-Based Deep Distance Metric Learning Method

Table 3

Recall@K (%) on SOP.

	SOP
R@	1	10	100	1000
Contrastive [2]	42.0	58.2	73.8	89.1
Triplet [2]	42.1	63.5	82.5	94.8
LiftedStruct [2]	62.1	79.8	91.3	97.4
N-Pairs [11]	67.7	83.8	93.0	97.8
Angular loss [12]	70.9	85.0	93.5	98.0
HDC [28]	69.5	84.4	92.8	97.7
HTL [16]	74.8	88.3	94.8	98.4
ABE [9]	76.3	88.4	94.8	98.2
MS [13]	78.2	90.5	96.0	98.7
SoftTriple [29]	78.3	90.3	95.9	-
Ours	78.7	91.6	96.8	99.3