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9.22k
Person Re-Identification
CUHK03
DLCE
http://arxiv.org/abs/1611.05666v2
Rank-1
83.4
Person Re-Identification
CUHK03
UniHCP (finetune)
https://arxiv.org/abs/2303.02936v4
MAP
83.1
Person Re-Identification
CUHK03
ProNet++
https://arxiv.org/abs/2308.10717v1
MAP
82.7
Person Re-Identification
CUHK03
ProNet++
https://arxiv.org/abs/2308.10717v1
Rank-1
85.2
Person Re-Identification
CUHK03
Weakly Supervised Pre-training (ResNet50+BDB)
https://arxiv.org/abs/2203.16533v2
MAP
82.3
Person Re-Identification
CUHK03
Weakly Supervised Pre-training (ResNet50+BDB)
https://arxiv.org/abs/2203.16533v2
Rank-1
84.7
Person Re-Identification
CUHK03
Unsupervised Pre-training (ResNet50+BDB)
https://arxiv.org/abs/2012.03753v2
MAP
79.6
Person Re-Identification
CUHK03
Unsupervised Pre-training (ResNet50+BDB)
https://arxiv.org/abs/2012.03753v2
Rank-1
81.9
Person Re-Identification
CUHK03
OIM Loss 45
http://arxiv.org/abs/1604.01850v3
MAP
72.5
Person Re-Identification
CUHK03
OIM Loss 45
http://arxiv.org/abs/1604.01850v3
Rank-1
77.5
Person Re-Identification
CUHK03
OSNet
https://arxiv.org/abs/1905.00953v6
MAP
67.8
Person Re-Identification
CUHK03
k-reciprocal 46
http://arxiv.org/abs/1701.08398v4
MAP
67.6
Person Re-Identification
CUHK03
k-reciprocal 46
http://arxiv.org/abs/1701.08398v4
Rank-1
61.6
Person Re-Identification
CUHK03
DG-Net
https://arxiv.org/abs/1904.07223v3
MAP
61.1
Person Re-Identification
CUHK03
DG-Net
https://arxiv.org/abs/1904.07223v3
Rank-1
65.6
Person Re-Identification
CUHK03
UTAL
http://arxiv.org/abs/1903.00535v1
MAP
42.3
Person Re-Identification
CUHK03
UTAL
http://arxiv.org/abs/1903.00535v1
Rank-1
56.3
Person Re-Identification
CUHK03
HA-CNN
http://arxiv.org/abs/1802.08122v1
MAP
38.6
Person Re-Identification
CUHK03
HA-CNN
http://arxiv.org/abs/1802.08122v1
Rank-1
41.7
Person Re-Identification
CUHK03
AlignedReID (RK)
http://arxiv.org/abs/1711.08184v2
Rank-1
97.8
Person Re-Identification
CUHK03
AlignedReID (RK)
http://arxiv.org/abs/1711.08184v2
Rank-5
99.6
Person Re-Identification
CUHK03
AlignedReID (RK)
http://arxiv.org/abs/1711.08184v2
Rank-10
99.8
Person Re-Identification
CUHK03
Deep Constrained Dominant Sets
https://arxiv.org/abs/1904.11397v2
Rank-1
95.8
Person Re-Identification
CUHK03
Deep Constrained Dominant Sets
https://arxiv.org/abs/1904.11397v2
Rank-5
99.1
Person Re-Identification
CUHK03
TriNet
http://arxiv.org/abs/1703.07737v4
Rank-1
89.63
Person Re-Identification
CUHK03
TriNet
http://arxiv.org/abs/1703.07737v4
Rank-5
99.01
Person Re-Identification
CUHK03
TriNet + Era + Reranking (ACNet, bs=32)
http://arxiv.org/abs/1904.03579v1
Rank-1
64.8
Person Re-Identification
PRCC
CAL+GEFF+DLCR
https://arxiv.org/abs/2411.07205v2
Rank-1
84.6
Person Re-Identification
PRCC
CAL+GEFF+DLCR
https://arxiv.org/abs/2411.07205v2
mAP
66.0
Person Re-Identification
PRCC
AIM+GEFF
https://arxiv.org/abs/2211.13807v2
Rank-1
82.5
Person Re-Identification
PRCC
AIM+GEFF
https://arxiv.org/abs/2211.13807v2
mAP
64.7
Person Re-Identification
PRCC
CAL+GEFF
https://arxiv.org/abs/2211.13807v2
Rank-1
83.5
Person Re-Identification
PRCC
CAL+GEFF
https://arxiv.org/abs/2211.13807v2
mAP
64.0
Person Re-Identification
PRCC
RLQ(CAP + TAD)
https://arxiv.org/abs/2505.12580v1
Rank-1
64.0
Person Re-Identification
PRCC
RLQ(CAP + TAD)
https://arxiv.org/abs/2505.12580v1
mAP
63.2
Person Re-Identification
PRCC
FIRe2
https://arxiv.org/abs/2308.10692v2
Rank-1
65.0
Person Re-Identification
PRCC
FIRe2
https://arxiv.org/abs/2308.10692v2
mAP
63.1
Person Re-Identification
PRCC
CAL+DLCR
https://arxiv.org/abs/2411.07205v2
Rank-1
66.5
Person Re-Identification
PRCC
CAL+DLCR
https://arxiv.org/abs/2411.07205v2
mAP
63.0
Person Re-Identification
PRCC
CSSC
https://arxiv.org/abs/2405.16597v1
Rank-1
65.5
Person Re-Identification
PRCC
CSSC
https://arxiv.org/abs/2405.16597v1
mAP
63
Person Re-Identification
PRCC
CSCI
https://arxiv.org/abs/2507.07230
Rank-1
66.5
Person Re-Identification
PRCC
CSCI
https://arxiv.org/abs/2507.07230
mAP
62.3
Person Re-Identification
PRCC
TransReid+CCUP
https://arxiv.org/abs/2410.13567v3
Rank-1
58.9
Person Re-Identification
PRCC
TransReid+CCUP
https://arxiv.org/abs/2410.13567v3
mAP
59.0
Person Re-Identification
PRCC
CAL
https://arxiv.org/abs/2204.06890v1
Rank-1
55.2
Person Re-Identification
PRCC
CAL
https://arxiv.org/abs/2204.06890v1
mAP
55.8
Person Re-Identification
PRCC
FSAM
http://openaccess.thecvf.com//content/CVPR2021/html/Hong_Fine-Grained_Shape-Appearance_Mutual_Learning_for_Cloth-Changing_Person_Re-Identification_CVPR_2021_paper.html
Rank-1
54.5
Person Re-Identification
PRCC
3DSL
http://openaccess.thecvf.com//content/CVPR2021/html/Chen_Learning_3D_Shape_Feature_for_Texture-Insensitive_Person_Re-Identification_CVPR_2021_paper.html
Rank-1
51.3
Person Re-Identification
PRCC
GI-ReID
https://arxiv.org/abs/2103.15537v4
Rank-1
33.3
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
OSNet-AIN
https://arxiv.org/abs/1910.06827v5
Rank-1
70.1
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
OSNet-AIN
https://arxiv.org/abs/1910.06827v5
Rank-10
88.6
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
OSNet-AIN
https://arxiv.org/abs/1910.06827v5
Rank-5
84.1
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
OSNet-AIN
https://arxiv.org/abs/1910.06827v5
mAP
43.3
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
DGNet
https://arxiv.org/abs/1904.07223v3
Rank-1
61.89
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
DGNet
https://arxiv.org/abs/1904.07223v3
Rank-10
75.81
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
DGNet
https://arxiv.org/abs/1904.07223v3
Rank-5
80.34
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
DGNet
https://arxiv.org/abs/1904.07223v3
mAP
40.69
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
SPGAN
http://arxiv.org/abs/1711.07027v3
Rank-1
46.4
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
SPGAN
http://arxiv.org/abs/1711.07027v3
Rank-10
68.0
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
SPGAN
http://arxiv.org/abs/1711.07027v3
Rank-5
62.3
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
SPGAN
http://arxiv.org/abs/1711.07027v3
mAP
26.2
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
OGNet
https://arxiv.org/abs/2006.04569v3
Rank-1
35.3
Person Re-Identification > Unsupervised Person Re-Identification
MSMT17->DukeMTMC-reID
OGNet
https://arxiv.org/abs/2006.04569v3
mAP
19.3
Person Re-Identification > Unsupervised Person Re-Identification
PersonX
Cluster Contrast
https://arxiv.org/abs/2103.11568v4
mAP
84.7
Person Re-Identification > Unsupervised Person Re-Identification
PersonX
Cluster Contrast
https://arxiv.org/abs/2103.11568v4
Rank-1
94.4
Person Re-Identification > Unsupervised Person Re-Identification
PersonX
Cluster Contrast
https://arxiv.org/abs/2103.11568v4
Rank-5
99.3
Person Re-Identification > Unsupervised Person Re-Identification
ClonedPerson
SpCL
https://arxiv.org/abs/2204.02611v2
mAP
0.9
Person Re-Identification > Unsupervised Person Re-Identification
ClonedPerson
SpCL
https://arxiv.org/abs/2204.02611v2
Rank-1
10.6
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMCreID
IICS
https://arxiv.org/abs/2103.11658v1
Rank-1
80.0
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMCreID
MGCE-HCL
https://arxiv.org/abs/2201.11995v2
MAP
67.5
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMCreID
MGCE-HCL
https://arxiv.org/abs/2201.11995v2
Rank-1
82.5
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
TMGF
https://arxiv.org/abs/2211.12280v1
Rank-1
86.7
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
TMGF
https://arxiv.org/abs/2211.12280v1
Rank-10
94.1
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
TMGF
https://arxiv.org/abs/2211.12280v1
Rank-5
92.9
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
TMGF
https://arxiv.org/abs/2211.12280v1
MAP
76.8
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
VAL-PAT
https://arxiv.org/abs/2304.05554v1
Rank-1
86.1
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
VAL-PAT
https://arxiv.org/abs/2304.05554v1
MAP
74.9
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
HHCL(ResNet50 w/o RK)
https://arxiv.org/abs/2109.12333v2
Rank-1
85.1
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
HHCL(ResNet50 w/o RK)
https://arxiv.org/abs/2109.12333v2
Rank-10
94.6
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
HHCL(ResNet50 w/o RK)
https://arxiv.org/abs/2109.12333v2
Rank-5
92.4
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
HHCL(ResNet50 w/o RK)
https://arxiv.org/abs/2109.12333v2
MAP
73.3
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
ICE
https://arxiv.org/abs/2103.16364v2
Rank-1
83.3
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
ICE
https://arxiv.org/abs/2103.16364v2
Rank-10
94.1
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
ICE
https://arxiv.org/abs/2103.16364v2
Rank-5
91.5
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
ICE
https://arxiv.org/abs/2103.16364v2
MAP
69.9
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
CACL
https://arxiv.org/abs/2106.07846v2
Rank-1
82.6
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
CACL
https://arxiv.org/abs/2106.07846v2
Rank-10
93.8
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
CACL
https://arxiv.org/abs/2106.07846v2
Rank-5
91.2
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
CACL
https://arxiv.org/abs/2106.07846v2
MAP
69.6
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
Group Sampling
https://arxiv.org/abs/2107.03024v4
Rank-1
82.7
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
Group Sampling
https://arxiv.org/abs/2107.03024v4
Rank-10
93.5
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
Group Sampling
https://arxiv.org/abs/2107.03024v4
Rank-5
91.1
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
Group Sampling
https://arxiv.org/abs/2107.03024v4
MAP
69.1
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
CAP
https://arxiv.org/abs/2012.10674v2
Rank-1
81.1
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
CAP
https://arxiv.org/abs/2012.10674v2
Rank-10
91.8
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
CAP
https://arxiv.org/abs/2012.10674v2
Rank-5
89.3
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
CAP
https://arxiv.org/abs/2012.10674v2
MAP
67.3
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
SpCL
https://arxiv.org/abs/2006.02713v2
Rank-1
81.2
Person Re-Identification > Unsupervised Person Re-Identification
DukeMTMC-reID
SpCL
https://arxiv.org/abs/2006.02713v2
Rank-10
92.2