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9.22k
Person Re-Identification
DukeMTMC-reID
Compact-ReID (2.9M w/o RK)
https://arxiv.org/abs/1910.07038v3
Rank-1
88.8
Person Re-Identification
DukeMTMC-reID
Compact-ReID (2.9M w/o RK)
https://arxiv.org/abs/1910.07038v3
mAP
78.9
Person Re-Identification
DukeMTMC-reID
GPS (without re-ranking)
https://arxiv.org/abs/2104.06770v2
Rank-1
88.2
Person Re-Identification
DukeMTMC-reID
GPS (without re-ranking)
https://arxiv.org/abs/2104.06770v2
Rank-5
95.2
Person Re-Identification
DukeMTMC-reID
GPS (without re-ranking)
https://arxiv.org/abs/2104.06770v2
Rank-10
96.7
Person Re-Identification
DukeMTMC-reID
GPS (without re-ranking)
https://arxiv.org/abs/2104.06770v2
mAP
78.7
Person Re-Identification
DukeMTMC-reID
ABD-Net (ResNet-50)
https://arxiv.org/abs/1908.01114v3
Rank-1
89.0
Person Re-Identification
DukeMTMC-reID
ABD-Net (ResNet-50)
https://arxiv.org/abs/1908.01114v3
mAP
78.59
Person Re-Identification
DukeMTMC-reID
MGN
http://arxiv.org/abs/1804.01438v3
Rank-1
88.7
Person Re-Identification
DukeMTMC-reID
MGN
http://arxiv.org/abs/1804.01438v3
mAP
78.4
Person Re-Identification
DukeMTMC-reID
DAAF-BoT
https://arxiv.org/abs/2003.00517v1
Rank-1
87.9
Person Re-Identification
DukeMTMC-reID
DAAF-BoT
https://arxiv.org/abs/2003.00517v1
mAP
77.9
Person Re-Identification
DukeMTMC-reID
CAP
https://arxiv.org/abs/2012.10674v2
Rank-1
87.7
Person Re-Identification
DukeMTMC-reID
CAP
https://arxiv.org/abs/2012.10674v2
Rank-5
93.7
Person Re-Identification
DukeMTMC-reID
CAP
https://arxiv.org/abs/2012.10674v2
Rank-10
95.4
Person Re-Identification
DukeMTMC-reID
CAP
https://arxiv.org/abs/2012.10674v2
mAP
76
Person Re-Identification
DukeMTMC-reID
DG-Net
https://arxiv.org/abs/1904.07223v3
Rank-1
86.6
Person Re-Identification
DukeMTMC-reID
DG-Net
https://arxiv.org/abs/1904.07223v3
mAP
74.8
Person Re-Identification
DukeMTMC-reID
Bias-controlled Adversarial Training
http://arxiv.org/abs/1904.00244v1
Rank-1
85.2
Person Re-Identification
DukeMTMC-reID
Bias-controlled Adversarial Training
http://arxiv.org/abs/1904.00244v1
mAP
74.8
Person Re-Identification
DukeMTMC-reID
HPM
http://arxiv.org/abs/1804.05275v4
Rank-1
86.6
Person Re-Identification
DukeMTMC-reID
HPM
http://arxiv.org/abs/1804.05275v4
mAP
74.3
Person Re-Identification
DukeMTMC-reID
PyrNet
http://openaccess.thecvf.com/content_CVPRW_2019/papers/TRMTMCT/Martinel_Aggregating_Deep_Pyramidal_Representations_for_Person_Re-Identification_CVPRW_2019_paper.pdf
Rank-1
87.1
Person Re-Identification
DukeMTMC-reID
PyrNet
http://openaccess.thecvf.com/content_CVPRW_2019/papers/TRMTMCT/Martinel_Aggregating_Deep_Pyramidal_Representations_for_Person_Re-Identification_CVPRW_2019_paper.pdf
mAP
74.0
Person Re-Identification
DukeMTMC-reID
OSNet (ICCV'19)
https://arxiv.org/abs/1905.00953v6
Rank-1
88.6
Person Re-Identification
DukeMTMC-reID
OSNet (ICCV'19)
https://arxiv.org/abs/1905.00953v6
mAP
73.5
Person Re-Identification
DukeMTMC-reID
Top-DB-Net
https://arxiv.org/abs/2010.05435v1
Rank-1
87.5
Person Re-Identification
DukeMTMC-reID
Top-DB-Net
https://arxiv.org/abs/2010.05435v1
mAP
73.5
Person Re-Identification
DukeMTMC-reID
P2-Net (triplet loss)
https://arxiv.org/abs/1910.10111v1
Rank-1
86.5
Person Re-Identification
DukeMTMC-reID
P2-Net (triplet loss)
https://arxiv.org/abs/1910.10111v1
Rank-5
93.1
Person Re-Identification
DukeMTMC-reID
P2-Net (triplet loss)
https://arxiv.org/abs/1910.10111v1
Rank-10
95
Person Re-Identification
DukeMTMC-reID
P2-Net (triplet loss)
https://arxiv.org/abs/1910.10111v1
mAP
73.1
Person Re-Identification
DukeMTMC-reID
CBN+BoT*
https://arxiv.org/abs/2001.08680v3
Rank-1
84.8
Person Re-Identification
DukeMTMC-reID
CBN+BoT*
https://arxiv.org/abs/2001.08680v3
Rank-5
92.5
Person Re-Identification
DukeMTMC-reID
CBN+BoT*
https://arxiv.org/abs/2001.08680v3
Rank-10
95.2
Person Re-Identification
DukeMTMC-reID
CBN+BoT*
https://arxiv.org/abs/2001.08680v3
mAP
70.1
Person Re-Identification
DukeMTMC-reID
PCB (RPP)
http://arxiv.org/abs/1711.09349v3
Rank-1
83.3
Person Re-Identification
DukeMTMC-reID
PCB (RPP)
http://arxiv.org/abs/1711.09349v3
mAP
69.2
Person Re-Identification
DukeMTMC-reID
SSP-ReID
http://arxiv.org/abs/1807.05618v1
Rank-1
81.8
Person Re-Identification
DukeMTMC-reID
SSP-ReID
http://arxiv.org/abs/1807.05618v1
mAP
68.6
Person Re-Identification
DukeMTMC-reID
Proposed SGGNN
http://arxiv.org/abs/1807.09975v1
mAP
68.2
Person Re-Identification
DukeMTMC-reID
CBN
https://arxiv.org/abs/2001.08680v3
Rank-1
82.5
Person Re-Identification
DukeMTMC-reID
CBN
https://arxiv.org/abs/2001.08680v3
Rank-5
91.7
Person Re-Identification
DukeMTMC-reID
CBN
https://arxiv.org/abs/2001.08680v3
Rank-10
94.1
Person Re-Identification
DukeMTMC-reID
CBN
https://arxiv.org/abs/2001.08680v3
mAP
67.3
Person Re-Identification
DukeMTMC-reID
PAN + re-rank
http://arxiv.org/abs/1707.00408v1
Rank-1
75.94
Person Re-Identification
DukeMTMC-reID
PAN + re-rank
http://arxiv.org/abs/1707.00408v1
mAP
66.74
Person Re-Identification
DukeMTMC-reID
PCB (UP)
http://arxiv.org/abs/1711.09349v3
Rank-1
81.8
Person Re-Identification
DukeMTMC-reID
PCB (UP)
http://arxiv.org/abs/1711.09349v3
mAP
66.1
Person Re-Identification
DukeMTMC-reID
FD-GAN
http://arxiv.org/abs/1810.02936v2
Rank-1
80.0
Person Re-Identification
DukeMTMC-reID
FD-GAN
http://arxiv.org/abs/1810.02936v2
mAP
64.5
Person Re-Identification
DukeMTMC-reID
SVDNet + Random Erasing
http://arxiv.org/abs/1708.04896v2
Rank-1
79.3
Person Re-Identification
DukeMTMC-reID
SVDNet + Random Erasing
http://arxiv.org/abs/1708.04896v2
mAP
62.4
Person Re-Identification
DukeMTMC-reID
Incremental Learning
https://arxiv.org/abs/1808.06281v5
Rank-1
80.0
Person Re-Identification
DukeMTMC-reID
Incremental Learning
https://arxiv.org/abs/1808.06281v5
mAP
60.2
Person Re-Identification
DukeMTMC-reID
OGNet
https://arxiv.org/abs/2006.04569v3
Rank-1
76.66
Person Re-Identification
DukeMTMC-reID
OGNet
https://arxiv.org/abs/2006.04569v3
mAP
57.89
Person Re-Identification
DukeMTMC-reID
IDE* + CamStyle + Random Erasing
http://arxiv.org/abs/1711.10295v2
Rank-1
78.32
Person Re-Identification
DukeMTMC-reID
IDE* + CamStyle + Random Erasing
http://arxiv.org/abs/1711.10295v2
mAP
57.61
Person Re-Identification
DukeMTMC-reID
SVDNet
http://arxiv.org/abs/1703.05693v4
Rank-1
76.7
Person Re-Identification
DukeMTMC-reID
SVDNet
http://arxiv.org/abs/1703.05693v4
mAP
56.8
Person Re-Identification
DukeMTMC-reID
TriNet + Random Erasing
http://arxiv.org/abs/1708.04896v2
Rank-1
73.0
Person Re-Identification
DukeMTMC-reID
TriNet + Random Erasing
http://arxiv.org/abs/1708.04896v2
mAP
56.6
Person Re-Identification
DukeMTMC-reID
TriNet
http://arxiv.org/abs/1703.07737v4
Rank-1
72.44
Person Re-Identification
DukeMTMC-reID
TriNet
http://arxiv.org/abs/1703.07737v4
mAP
53.50
Person Re-Identification
DukeMTMC-reID
APR
https://arxiv.org/abs/1703.07220v3
Rank-1
70.69
Person Re-Identification
DukeMTMC-reID
APR
https://arxiv.org/abs/1703.07220v3
mAP
51.88
Person Re-Identification
DukeMTMC-reID
IDE*
http://arxiv.org/abs/1711.10295v2
Rank-1
72.31
Person Re-Identification
DukeMTMC-reID
IDE*
http://arxiv.org/abs/1711.10295v2
mAP
51.83
Person Re-Identification
DukeMTMC-reID
PAN
http://arxiv.org/abs/1707.00408v1
Rank-1
71.59
Person Re-Identification
DukeMTMC-reID
PAN
http://arxiv.org/abs/1707.00408v1
mAP
51.51
Person Re-Identification
DukeMTMC-reID
DLCE
http://arxiv.org/abs/1611.05666v2
Rank-1
68.9
Person Re-Identification
DukeMTMC-reID
DLCE
http://arxiv.org/abs/1611.05666v2
mAP
49.3
Person Re-Identification
DukeMTMC-reID
ShuffleNetV2 [zhang2018shufflenet]
http://arxiv.org/abs/1707.01083v2
mAP
48.09
Person Re-Identification
DukeMTMC-reID
MAR
http://arxiv.org/abs/1903.06325v2
Rank-1
79.8
Person Re-Identification
DukeMTMC-reID
MAR
http://arxiv.org/abs/1903.06325v2
mAP
48
Person Re-Identification
DukeMTMC-reID
OIM
http://arxiv.org/abs/1604.01850v3
Rank-1
68.1
Person Re-Identification
DukeMTMC-reID
OIM
http://arxiv.org/abs/1604.01850v3
mAP
47.4
Person Re-Identification
DukeMTMC-reID
GAN
http://arxiv.org/abs/1701.07717v5
Rank-1
67.68
Person Re-Identification
DukeMTMC-reID
GAN
http://arxiv.org/abs/1701.07717v5
mAP
47.13
Person Re-Identification
DukeMTMC-reID
IDE
http://arxiv.org/abs/1610.02984v1
Rank-1
65.22
Person Re-Identification
DukeMTMC-reID
IDE
http://arxiv.org/abs/1610.02984v1
mAP
44.99
Person Re-Identification
DukeMTMC-reID
UTAL
http://arxiv.org/abs/1903.00535v1
Rank-1
62.3
Person Re-Identification
DukeMTMC-reID
UTAL
http://arxiv.org/abs/1903.00535v1
mAP
44.6
Person Re-Identification
DukeMTMC-reID
PointNet++ (MSG) [qi2017pointnet++]
http://arxiv.org/abs/1706.02413v1
Rank-1
60.23
Person Re-Identification
DukeMTMC-reID
PointNet++ (MSG) [qi2017pointnet++]
http://arxiv.org/abs/1706.02413v1
mAP
39.36
Person Re-Identification
DukeMTMC-reID
Dispersion based Clustering
https://arxiv.org/abs/1906.01308v1
Rank-1
51.5
Person Re-Identification
DukeMTMC-reID
Dispersion based Clustering
https://arxiv.org/abs/1906.01308v1
Rank-5
64.6
Person Re-Identification
DukeMTMC-reID
Dispersion based Clustering
https://arxiv.org/abs/1906.01308v1
Rank-10
70.1
Person Re-Identification
DukeMTMC-reID
Dispersion based Clustering
https://arxiv.org/abs/1906.01308v1
mAP
30
Person Re-Identification
DukeMTMC-reID
SPGAN+LMP*
http://arxiv.org/abs/1711.07027v3
Rank-1
46.4
Person Re-Identification
DukeMTMC-reID
SPGAN+LMP*
http://arxiv.org/abs/1711.07027v3
mAP
26.2
Person Re-Identification
DukeMTMC-reID
LOMO + XQDA
http://arxiv.org/abs/1406.4216v2
Rank-1
30.75
Person Re-Identification
DukeMTMC-reID
LOMO + XQDA
http://arxiv.org/abs/1406.4216v2
mAP
17.04
Person Re-Identification
DukeMTMC-reID
PUL*
http://arxiv.org/abs/1705.10444v2
Rank-1
30.4
Person Re-Identification
DukeMTMC-reID
PUL*
http://arxiv.org/abs/1705.10444v2
mAP
16.4
Person Re-Identification
DukeMTMC-reID
BOW
http://openaccess.thecvf.com/content_iccv_2015/html/Zheng_Scalable_Person_Re-Identification_ICCV_2015_paper.html
Rank-1
25.13
Person Re-Identification
DukeMTMC-reID
BOW
http://openaccess.thecvf.com/content_iccv_2015/html/Zheng_Scalable_Person_Re-Identification_ICCV_2015_paper.html
mAP
12.17
Person Re-Identification
SYSU-MM01-C
AGW (ResNet-50)
https://arxiv.org/abs/2001.04193v2
Rank-1 (All Search)
34.42
Person Re-Identification
SYSU-MM01-C
AGW (ResNet-50)
https://arxiv.org/abs/2001.04193v2
mAP (All Search)
29.99