Unsupervised Domain Adaptation on Duke to MSMT

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	CORE-ReID	45.2	No	-	-	Code
2	CCTSE	34.5	No	Unsupervised and self-adaptative techniques for ...	2021-03-21	Code
3	AWB	30.7	No	Attentive WaveBlock: Complementarity-enhanced Mu...	2020-06-11	Code
4	SpCL	26.5	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
5	SDA	25.6	No	Structured Domain Adaptation with Online Relatio...	2020-03-14	Code
6	MMT	23.3	No	Mutual Mean-Teaching: Pseudo Label Refinery for ...	2020-01-06	Code
7	MMCL	16.2	No	Unsupervised Person Re-identification via Multi-...	2020-04-20	-
8	ECN++	16	No	Learning to Adapt Invariance in Memory for Perso...	2019-08-01	-
9	SSG	13.3	No	Self-similarity Grouping: A Simple Unsupervised ...	2018-11-26	Code
10	ECN	10.2	No	Invariance Matters: Exemplar Memory for Domain A...	2019-04-03	Code
11	DG-Net	6.35	No	Joint Discriminative and Generative Learning for...	2019-04-15	Code
12	PTGAN	3.3	No	Person Transfer GAN to Bridge Domain Gap for Per...	2017-11-23	Code
13	OG-Net	1.9	No	Parameter-Efficient Person Re-identification in ...	2020-06-08	Code

#1CORE-ReID
45.2
mAP
No paperCode
#2CCTSESOTA
34.5
mAP· 2021-03-21
Unsupervised and self-adaptative techniques for cross-domain person re-identification Code
#3AWBSOTA
30.7
mAP· 2020-06-11
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Code
#4SpCLSOTA
26.5
mAP· 2020-06-04
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Code
#5SDASOTA
25.6
mAP· 2020-03-14
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID Code
#6MMTSOTA
23.3
mAP· 2020-01-06
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Code
#7MMCL
16.2
mAP· 2020-04-20
Unsupervised Person Re-identification via Multi-label Classification
#8ECN++SOTA
16
mAP· 2019-08-01
Learning to Adapt Invariance in Memory for Person Re-identification
#9SSGSOTA
13.3
mAP· 2018-11-26
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Code
#10ECN
10.2
mAP· 2019-04-03
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Code
#11DG-Net
6.35
mAP· 2019-04-15
Joint Discriminative and Generative Learning for Person Re-identification Code
#12PTGANSOTA
3.3
mAP· 2017-11-23
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Code
#13OG-Net
1.9
mAP· 2020-06-08
Parameter-Efficient Person Re-identification in the 3D Space Code