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Table 9 Comparison of network accuracy (mAP and rank-1) and complexity (M: Parameters and T: GFLOPS) with different pruning criteria of the PSFP approach on all the person ReID datasets. BFE, backbone feature extractor

From: Exploiting prunability for person re-identification

  

Market-1501

DukeMTMC-reID

Methods

Criteria

mAP

rank-1

T

M

mAP

rank-1

T

M

PSFP+PCB(BFE)

l1-norm

68.7

90.0

2.6

12.0

60.6

78.8

2.6

12.0

PSFP+PCB(BFE)

l2-norm

69.4

90.4

2.6

12.0

60.7

78.5

2.6

12.0