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Duke to Market
Domain Adaptation on Duke to Market
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Model name (A→Z)
#
Model
↕
rank-5
▼
Augmentations
Paper
Date
↕
Code
1
CORE-ReID
97.7
No
-
-
Code
2
AWB
97.2
No
Attentive WaveBlock: Complementarity-enhanced Mu...
2020-06-11
Code
3
CCTSE
96.9
No
Unsupervised and self-adaptative techniques for ...
2021-03-21
Code
4
SpCL
96.2
No
Self-paced Contrastive Learning with Hybrid Memo...
2020-06-04
Code
5
MMT
94.9
No
Mutual Mean-Teaching: Pseudo Label Refinery for ...
2020-01-06
Code
6
SDA
94.4
No
Structured Domain Adaptation with Online Relatio...
2020-03-14
Code
7
AD-Cluster
94.4
No
AD-Cluster: Augmented Discriminative Clustering ...
2020-04-19
-
8
ECN++
92.8
No
Learning to Adapt Invariance in Memory for Perso...
2019-08-01
-
9
MMCL
92.8
No
Unsupervised Person Re-identification via Multi-...
2020-04-20
-
10
CBN+ECN
91.9
No
Rethinking the Distribution Gap of Person Re-ide...
2020-01-23
Code
11
SSG
90
No
Self-similarity Grouping: A Simple Unsupervised ...
2018-11-26
Code
12
UDAP
89.5
No
Unsupervised Domain Adaptive Re-Identification: ...
2018-07-30
Code
13
PDA-Net
86.3
No
Cross-Dataset Person Re-Identification via Unsup...
2019-09-20
-
14
ARN
80.4
No
Adaptation and Re-Identification Network: An Uns...
2018-04-25
-
15
TJ-AIDL
74.8
No
Transferable Joint Attribute-Identity Deep Learn...
2018-03-26
-
16
DG-Net
72.18
No
Joint Discriminative and Generative Learning for...
2019-04-15
Code
17
SPGAN
70.1
No
Image-Image Domain Adaptation with Preserved Sel...
2017-11-19
Code
#1
CORE-ReID
97.7
rank-5
No paper
Code
#2
AWB
SOTA
97.2
rank-5
· 2020-06-11
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond
Code
#3
CCTSE
96.9
rank-5
· 2021-03-21
Unsupervised and self-adaptative techniques for cross-domain person re-identification
Code
#4
SpCL
SOTA
96.2
rank-5
· 2020-06-04
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID
Code
#5
MMT
SOTA
94.9
rank-5
· 2020-01-06
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification
Code
#6
SDA
94.4
rank-5
· 2020-03-14
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID
Code
#7
AD-Cluster
94.4
rank-5
· 2020-04-19
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification
#8
ECN++
SOTA
92.8
rank-5
· 2019-08-01
Learning to Adapt Invariance in Memory for Person Re-identification
#9
MMCL
92.8
rank-5
· 2020-04-20
Unsupervised Person Re-identification via Multi-label Classification
#10
CBN+ECN
91.9
rank-5
· 2020-01-23
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization
Code
#11
SSG
SOTA
90
rank-5
· 2018-11-26
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification
Code
#12
UDAP
SOTA
89.5
rank-5
· 2018-07-30
Unsupervised Domain Adaptive Re-Identification: Theory and Practice
Code
#13
PDA-Net
86.3
rank-5
· 2019-09-20
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation
#14
ARN
SOTA
80.4
rank-5
· 2018-04-25
Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification
#15
TJ-AIDL
SOTA
74.8
rank-5
· 2018-03-26
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
#16
DG-Net
72.18
rank-5
· 2019-04-15
Joint Discriminative and Generative Learning for Person Re-identification
Code
#17
SPGAN
SOTA
70.1
rank-5
· 2017-11-19
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
Code