Person Reidentification Model Based on Multiattention Modules and Multiscale Residuals

Table 1

Ablation experiment results of each module.

Method	Market-1501		DukeMTMC-ReID
	mAP	Rank-1	mAP	Rank-1
Baseline	84.14	92.93	72.75	85.95
Baseline + DEAM	85.28	93.73	75.21	87.52
Baseline + DEAM + CAFM	85.02	94.17	74.85	87.36
Baseline + DEAM + MSFM	84.87	94.29	75.46	87.43
Baseline + DEAM + local-net (1/2)	83.97	94.71	72.58	86.67
Baseline + DEAM + local-net (1/2 + 2/3)	84.76	94.95	73.75	86.40
Baseline + DEAM + local-net	87.54	95.57	77.10	87.75
Baseline + DEAM + local-net (+4/5)	87.13	95.15	74.56	87.84
Baseline + DEAM + local-net + CAFM	86.87	95.84	75.75	88.36
Baseline + DEAM + local-net + MSFM	87.44	95.90	76.12	88.30
Baseline + DEAM + local-net + CAFM + MSFM	88.18	96.20	76.35	89.59