Domain Adaptation on Duke to Market

Metric: rank-10 (higher is better)

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#	Model↕	rank-10▼	Augmentations	Paper	Date↕	Code
1	CORE-ReID	98.7	No	-	-	Code
2	AWB	98.2	No	Attentive WaveBlock: Complementarity-enhanced Mu...	2020-06-11	Code
3	CCTSE	97.8	No	Unsupervised and self-adaptative techniques for ...	2021-03-21	Code
4	SpCL	97.7	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
5	MMT	96.9	No	Mutual Mean-Teaching: Pseudo Label Refinery for ...	2020-01-06	Code
6	AD-Cluster	96.5	No	AD-Cluster: Augmented Discriminative Clustering ...	2020-04-19	-
7	SDA	96.3	No	Structured Domain Adaptation with Online Relatio...	2020-03-14	Code
8	ECN++	95.4	No	Learning to Adapt Invariance in Memory for Perso...	2019-08-01	-
9	MMCL	95	No	Unsupervised Person Re-identification via Multi-...	2020-04-20	-
10	CBN+ECN	94.7	No	Rethinking the Distribution Gap of Person Re-ide...	2020-01-23	Code
11	UDAP	93.2	No	Unsupervised Domain Adaptive Re-Identification: ...	2018-07-30	Code
12	SSG	92.4	No	Self-similarity Grouping: A Simple Unsupervised ...	2018-11-26	Code
13	PDA-Net	90.2	No	Cross-Dataset Person Re-Identification via Unsup...	2019-09-20	-
14	ARN	86.3	No	Adaptation and Re-Identification Network: An Uns...	2018-04-25	-
15	TJ-AIDL	81.1	No	Transferable Joint Attribute-Identity Deep Learn...	2018-03-26	-
16	DG-Net	78.12	No	Joint Discriminative and Generative Learning for...	2019-04-15	Code
17	SPGAN	76.8	No	Image-Image Domain Adaptation with Preserved Sel...	2017-11-19	Code

#1CORE-ReID
98.7
rank-10
No paperCode
#2AWBSOTA
98.2
rank-10· 2020-06-11
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Code
#3CCTSE
97.8
rank-10· 2021-03-21
Unsupervised and self-adaptative techniques for cross-domain person re-identification Code
#4SpCLSOTA
97.7
rank-10· 2020-06-04
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Code
#5MMTSOTA
96.9
rank-10· 2020-01-06
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Code
#6AD-Cluster
96.5
rank-10· 2020-04-19
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification
#7SDA
96.3
rank-10· 2020-03-14
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID Code
#8ECN++SOTA
95.4
rank-10· 2019-08-01
Learning to Adapt Invariance in Memory for Person Re-identification
#9MMCL
95
rank-10· 2020-04-20
Unsupervised Person Re-identification via Multi-label Classification
#10CBN+ECN
94.7
rank-10· 2020-01-23
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Code
#11UDAPSOTA
93.2
rank-10· 2018-07-30
Unsupervised Domain Adaptive Re-Identification: Theory and Practice Code
#12SSG
92.4
rank-10· 2018-11-26
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Code
#13PDA-Net
90.2
rank-10· 2019-09-20
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation
#14ARNSOTA
86.3
rank-10· 2018-04-25
Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification
#15TJ-AIDLSOTA
81.1
rank-10· 2018-03-26
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
#16DG-Net
78.12
rank-10· 2019-04-15
Joint Discriminative and Generative Learning for Person Re-identification Code
#17SPGANSOTA
76.8
rank-10· 2017-11-19
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Code