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Duke to Market
Domain Adaptation on Duke to Market
Metric: rank-1 (higher is better)
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#
Model
↕
rank-1
▼
Augmentations
Paper
Date
↕
Code
1
CORE-ReID
93.6
No
-
-
Code
2
AWB
92.9
No
Attentive WaveBlock: Complementarity-enhanced Mu...
2020-06-11
Code
3
CCTSE
92.9
No
Unsupervised and self-adaptative techniques for ...
2021-03-21
Code
4
LF2
92.8
No
Learning Feature Fusion for Unsupervised Domain ...
2022-05-19
Code
5
SpCL
90.3
No
Self-paced Contrastive Learning with Hybrid Memo...
2020-06-04
Code
6
MMT
87.7
No
Mutual Mean-Teaching: Pseudo Label Refinery for ...
2020-01-06
Code
7
SDA
86.9
No
Structured Domain Adaptation with Online Relatio...
2020-03-14
Code
8
AD-Cluster
86.7
No
AD-Cluster: Augmented Discriminative Clustering ...
2020-04-19
-
9
MMCL
84.4
No
Unsupervised Person Re-identification via Multi-...
2020-04-20
-
10
ECN++
84.1
No
Learning to Adapt Invariance in Memory for Perso...
2019-08-01
-
11
SNR
82.8
No
Style Normalization and Restitution for Generali...
2020-05-22
Code
12
CBN+ECN
81.7
No
Rethinking the Distribution Gap of Person Re-ide...
2020-01-23
Code
13
ACT
80.5
No
Asymmetric Co-Teaching for Unsupervised Cross Do...
2019-12-03
Code
14
SSG
80
No
Self-similarity Grouping: A Simple Unsupervised ...
2018-11-26
Code
15
PCB-PAST
78.4
No
Self-training with progressive augmentation for ...
2019-07-31
Code
16
UDAP
75.8
No
Unsupervised Domain Adaptive Re-Identification: ...
2018-07-30
Code
17
PDA-Net
75.2
No
Cross-Dataset Person Re-Identification via Unsup...
2019-09-20
-
18
ENC
75.1
No
Invariance Matters: Exemplar Memory for Domain A...
2019-04-03
Code
19
ARN
70.3
No
Adaptation and Re-Identification Network: An Uns...
2018-04-25
-
20
CFSM
61.2
No
Disjoint Label Space Transfer Learning with Comm...
2018-12-06
-
21
UCDA
60.4
No
A Novel Unsupervised Camera-aware Domain Adaptat...
2019-04-06
-
22
TJ-AIDL
58.2
No
Transferable Joint Attribute-Identity Deep Learn...
2018-03-26
-
23
DG-Net
56.12
No
Joint Discriminative and Generative Learning for...
2019-04-15
Code
24
SPGAN
51.5
No
Image-Image Domain Adaptation with Preserved Sel...
2017-11-19
Code
25
OGNet
36.4
No
Parameter-Efficient Person Re-identification in ...
2020-06-08
Code