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9.22k
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
CORE-ReID V2 Tiny
https://www.mdpi.com/3042-5999/1/1/4
R5
48.9
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
CORE-ReID V2 Tiny
https://www.mdpi.com/3042-5999/1/1/4
R10
59.1
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
QAConv
https://arxiv.org/abs/1904.10424v4
mAP
32.9
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
QAConv
https://arxiv.org/abs/1904.10424v4
R1
33.3
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
QAConv
https://arxiv.org/abs/1904.10424v4
R5
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
QAConv
https://arxiv.org/abs/1904.10424v4
R10
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
UDAR
http://arxiv.org/abs/1807.11334v1
mAP
20.9
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
UDAR
http://arxiv.org/abs/1807.11334v1
R1
20.3
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
UDAR
http://arxiv.org/abs/1807.11334v1
R5
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
UDAR
http://arxiv.org/abs/1807.11334v1
R10
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
SNR
https://arxiv.org/abs/2005.11037v1
mAP
17.5
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
SNR
https://arxiv.org/abs/2005.11037v1
R1
17.1
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
SNR
https://arxiv.org/abs/2005.11037v1
R5
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
SNR
https://arxiv.org/abs/2005.11037v1
R10
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
MTI
null
mAP
16.3
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
MTI
null
R1
16.2
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
MTI
null
R5
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to CUHK03
MTI
null
R10
-
Domain Adaptation > Unsupervised Domain Adaptation
UCF-HMDB
TranSVAE
null
Accuracy
87.78
Domain Adaptation > Unsupervised Domain Adaptation
UCF-HMDB
CoMix
https://arxiv.org/abs/2110.15128v1
Accuracy
86.66
Domain Adaptation > Unsupervised Domain Adaptation
UCF-HMDB
SAVA
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/1712_ECCV_2020_paper.php
Accuracy
82.22
Domain Adaptation > Unsupervised Domain Adaptation
UCF-HMDB
TA3N
https://arxiv.org/abs/1907.12743v6
Accuracy
81.38
Domain Adaptation > Unsupervised Domain Adaptation
UCF-HMDB
DANN
http://arxiv.org/abs/1505.07818v4
Accuracy
80.83
Domain Adaptation > Unsupervised Domain Adaptation
UCF-HMDB
ADDA
http://arxiv.org/abs/1702.05464v1
Accuracy
79.17
Domain Adaptation > Unsupervised Domain Adaptation
Portraits (over time)
Gradual Self-Training (Small Conv)
https://arxiv.org/abs/2002.11361v1
Accuracy (%)
83.8
Domain Adaptation > Unsupervised Domain Adaptation
virtual KITTI to KITTI (MDE)
CoReg
https://arxiv.org/abs/2405.17704v1
RMSE
4.449
Domain Adaptation > Unsupervised Domain Adaptation
virtual KITTI to KITTI (MDE)
3D-PL
https://arxiv.org/abs/2209.09231v1
RMSE
4.463
Domain Adaptation > Unsupervised Domain Adaptation
virtual KITTI to KITTI (MDE)
T2Net
http://arxiv.org/abs/1808.01454v1
RMSE
4.674
Domain Adaptation > Unsupervised Domain Adaptation
virtual KITTI to KITTI (MDE)
AdaDepth
http://arxiv.org/abs/1803.01599v2
RMSE
6.251
Domain Adaptation > Unsupervised Domain Adaptation
Office-Home (RS-UT imbalance)
Implicit Alignment (with MDD)
https://arxiv.org/abs/2006.04996v1
Average Per-Class Accuracy
61.67
Domain Adaptation > Unsupervised Domain Adaptation
Office-Home (RS-UT imbalance)
COAL
https://arxiv.org/abs/2006.04996v1
Average Per-Class Accuracy
58.4
Domain Adaptation > Unsupervised Domain Adaptation
Office-Home (RS-UT imbalance)
DANN
https://arxiv.org/abs/2006.04996v1
Average Per-Class Accuracy
56.91
Domain Adaptation > Unsupervised Domain Adaptation
Office-Home (RS-UT imbalance)
MDD
https://arxiv.org/abs/2006.04996v1
Average Per-Class Accuracy
55.44
Domain Adaptation > Unsupervised Domain Adaptation
Office-Home (RS-UT imbalance)
Source Only
https://arxiv.org/abs/2006.04996v1
Average Per-Class Accuracy
52.81
Domain Adaptation > Unsupervised Domain Adaptation
Jester (Gesture Recognition)
TranSVAE
null
Accuracy
66.1
Domain Adaptation > Unsupervised Domain Adaptation
Jester (Gesture Recognition)
CoMix
https://arxiv.org/abs/2110.15128v1
Accuracy
64.7
Domain Adaptation > Unsupervised Domain Adaptation
Jester (Gesture Recognition)
TA3N
https://arxiv.org/abs/1907.12743v6
Accuracy
55.5
Domain Adaptation > Unsupervised Domain Adaptation
Jester (Gesture Recognition)
DANN
http://arxiv.org/abs/1505.07818v4
Accuracy
55.4
Domain Adaptation > Unsupervised Domain Adaptation
Jester (Gesture Recognition)
ADDA
http://arxiv.org/abs/1702.05464v1
Accuracy
52.3
Domain Adaptation > Unsupervised Domain Adaptation
ClonedPerson
SpCL
https://arxiv.org/abs/2204.02611v2
MSMT17->mAP
0.9
Domain Adaptation > Unsupervised Domain Adaptation
ClonedPerson
SpCL
https://arxiv.org/abs/2204.02611v2
MSMT17->Rank-1
10.2
Domain Adaptation > Unsupervised Domain Adaptation
ClonedPerson
SpCL
https://arxiv.org/abs/2204.02611v2
Market-1501->mAP
1.1
Domain Adaptation > Unsupervised Domain Adaptation
ClonedPerson
SpCL
https://arxiv.org/abs/2204.02611v2
Market-1501->Rank-1
12.0
Domain Adaptation > Unsupervised Domain Adaptation
ClonedPerson
SpCL
https://arxiv.org/abs/2204.02611v2
CUHK03-NP->mAP
1.0
Domain Adaptation > Unsupervised Domain Adaptation
ClonedPerson
SpCL
https://arxiv.org/abs/2204.02611v2
CUHK03-NP->Rank-1
11.5
Domain Adaptation > Unsupervised Domain Adaptation
MSCOCO to FLIR ADAS
SGADA
https://arxiv.org/abs/2106.07165v1
Accuracy (%)
91.2
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
CORE-ReID
https://www.mdpi.com/2674-113X/3/2/12
mAP
74.8
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
CORE-ReID
https://www.mdpi.com/2674-113X/3/2/12
rank-1
84.8
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
CORE-ReID
https://www.mdpi.com/2674-113X/3/2/12
rank-5
92.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
CORE-ReID
https://www.mdpi.com/2674-113X/3/2/12
rank-10
94.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
LF2
https://arxiv.org/abs/2205.09495v1
mAP
73.5
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
LF2
https://arxiv.org/abs/2205.09495v1
rank-1
83.7
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
CCTSE
https://arxiv.org/abs/2103.11520v3
mAP
72.6
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
CCTSE
https://arxiv.org/abs/2103.11520v3
rank-1
85.0
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
CCTSE
https://arxiv.org/abs/2103.11520v3
rank-5
92.1
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
CCTSE
https://arxiv.org/abs/2103.11520v3
rank-10
93.9
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
EvoADA
https://arxiv.org/abs/2103.13561v1
mAP
71.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
AWB
https://arxiv.org/abs/2006.06525v3
mAP
71.0
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
AWB
https://arxiv.org/abs/2006.06525v3
rank-1
83.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
AWB
https://arxiv.org/abs/2006.06525v3
rank-5
91.7
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
AWB
https://arxiv.org/abs/2006.06525v3
rank-10
93.8
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SpCL
https://arxiv.org/abs/2006.02713v2
mAP
68.8
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SpCL
https://arxiv.org/abs/2006.02713v2
rank-1
82.9
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SpCL
https://arxiv.org/abs/2006.02713v2
rank-5
90.1
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SpCL
https://arxiv.org/abs/2006.02713v2
rank-10
92.5
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
MMT
https://arxiv.org/abs/2001.01526v2
mAP
65.1
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
MMT
https://arxiv.org/abs/2001.01526v2
rank-1
78.0
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
MMT
https://arxiv.org/abs/2001.01526v2
rank-5
88.8
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
MMT
https://arxiv.org/abs/2001.01526v2
rank-10
92.5
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SDA
https://arxiv.org/abs/2003.06650v3
mAP
61.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SDA
https://arxiv.org/abs/2003.06650v3
rank-1
76.5
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SDA
https://arxiv.org/abs/2003.06650v3
rank-5
86.6
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SDA
https://arxiv.org/abs/2003.06650v3
rank-10
89.7
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SNR
https://arxiv.org/abs/2005.11037v1
mAP
58.1
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SNR
https://arxiv.org/abs/2005.11037v1
rank-1
76.3
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SNR
https://arxiv.org/abs/2005.11037v1
rank-5
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SNR
https://arxiv.org/abs/2005.11037v1
rank-10
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
ACT
https://arxiv.org/abs/1912.01349v1
mAP
54.5
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
ACT
https://arxiv.org/abs/1912.01349v1
rank-1
72.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
ACT
https://arxiv.org/abs/1912.01349v1
rank-5
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
ACT
https://arxiv.org/abs/1912.01349v1
rank-10
-
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
ECN++
https://arxiv.org/abs/1908.00485v1
mAP
54.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
ECN++
https://arxiv.org/abs/1908.00485v1
rank-1
74.0
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
ECN++
https://arxiv.org/abs/1908.00485v1
rank-5
83.7
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
ECN++
https://arxiv.org/abs/1908.00485v1
rank-10
87.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
PCB-PAST
https://arxiv.org/abs/1907.13315v1
mAP
54.3
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
PCB-PAST
https://arxiv.org/abs/1907.13315v1
rank-1
72.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
AD-Cluster
https://arxiv.org/abs/2004.08787v2
mAP
54.1
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
AD-Cluster
https://arxiv.org/abs/2004.08787v2
rank-1
72.6
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
AD-Cluster
https://arxiv.org/abs/2004.08787v2
rank-5
82.5
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
AD-Cluster
https://arxiv.org/abs/2004.08787v2
rank-10
85.5
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SSG
https://arxiv.org/abs/1811.10144v3
mAP
53.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SSG
https://arxiv.org/abs/1811.10144v3
rank-1
73.0
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SSG
https://arxiv.org/abs/1811.10144v3
rank-5
80.6
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
SSG
https://arxiv.org/abs/1811.10144v3
rank-10
83.2
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
MMCL
https://arxiv.org/abs/2004.09228v1
mAP
51.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
MMCL
https://arxiv.org/abs/2004.09228v1
rank-1
72.4
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
MMCL
https://arxiv.org/abs/2004.09228v1
rank-5
82.9
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
MMCL
https://arxiv.org/abs/2004.09228v1
rank-10
85.0
Domain Adaptation > Unsupervised Domain Adaptation
Market to Duke
UDAP
http://arxiv.org/abs/1807.11334v1
mAP
49.0