Unsupervised Domain Adaptation on Market to Duke

Metric: rank-10 (higher is better)

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#	Model↕	rank-10▼	Extra Data	Paper	Date↕	Code
1	CORE-ReID	94.4	No	-	-	Code
2	CCTSE	93.9	No	Unsupervised and self-adaptative techniques for ...	2021-03-21	Code
3	AWB	93.8	No	Attentive WaveBlock: Complementarity-enhanced Mu...	2020-06-11	Code
4	SpCL	92.5	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
5	MMT	92.5	No	Mutual Mean-Teaching: Pseudo Label Refinery for ...	2020-01-06	Code
6	SDA	89.7	No	Structured Domain Adaptation with Online Relatio...	2020-03-14	Code
7	ECN++	87.4	No	Learning to Adapt Invariance in Memory for Perso...	2019-08-01	-
8	AD-Cluster	85.5	No	AD-Cluster: Augmented Discriminative Clustering ...	2020-04-19	-
9	MMCL	85	No	Unsupervised Person Re-identification via Multi-...	2020-04-20	-
10	CBN+ECN	83.9	No	Rethinking the Distribution Gap of Person Re-ide...	2020-01-23	Code
11	UDAP	83.5	No	Unsupervised Domain Adaptive Re-Identification: ...	2018-07-30	Code
12	SSG	83.2	No	Self-similarity Grouping: A Simple Unsupervised ...	2018-11-26	Code
13	PDA-Net	82.5	No	Cross-Dataset Person Re-Identification via Unsup...	2019-09-20	-
14	TJ-AIDL	65	No	Transferable Joint Attribute-Identity Deep Learn...	2018-03-26	-
15	DG-Net	64.63	No	Joint Discriminative and Generative Learning for...	2019-04-15	Code
16	SPGAN	63	No	Image-Image Domain Adaptation with Preserved Sel...	2017-11-19	Code

#1CORE-ReID
94.4
rank-10
No paperCode
#2CCTSESOTA
93.9
rank-10· 2021-03-21
Unsupervised and self-adaptative techniques for cross-domain person re-identification Code
#3AWBSOTA
93.8
rank-10· 2020-06-11
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Code
#4SpCL
92.5
rank-10· 2020-06-04
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Code
#5MMTSOTA
92.5
rank-10· 2020-01-06
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Code
#6SDA
89.7
rank-10· 2020-03-14
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID Code
#7ECN++SOTA
87.4
rank-10· 2019-08-01
Learning to Adapt Invariance in Memory for Person Re-identification
#8AD-Cluster
85.5
rank-10· 2020-04-19
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification
#9MMCL
85
rank-10· 2020-04-20
Unsupervised Person Re-identification via Multi-label Classification
#10CBN+ECN
83.9
rank-10· 2020-01-23
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Code
#11UDAPSOTA
83.5
rank-10· 2018-07-30
Unsupervised Domain Adaptive Re-Identification: Theory and Practice Code
#12SSG
83.2
rank-10· 2018-11-26
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Code
#13PDA-Net
82.5
rank-10· 2019-09-20
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation
#14TJ-AIDLSOTA
65
rank-10· 2018-03-26
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
#15DG-Net
64.63
rank-10· 2019-04-15
Joint Discriminative and Generative Learning for Person Re-identification Code
#16SPGANSOTA
63
rank-10· 2017-11-19
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Code