Unsupervised Domain Adaptation on Market to Duke

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#	Model↕	rank-1▼	Extra Data	Paper	Date↕	Code
1	CCTSE	85	No	Unsupervised and self-adaptative techniques for ...	2021-03-21	Code
2	CORE-ReID	84.8	No	-	-	Code
3	LF2	83.7	No	Learning Feature Fusion for Unsupervised Domain ...	2022-05-19	Code
4	AWB	83.4	No	Attentive WaveBlock: Complementarity-enhanced Mu...	2020-06-11	Code
5	SpCL	82.9	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
6	MMT	78	No	Mutual Mean-Teaching: Pseudo Label Refinery for ...	2020-01-06	Code
7	SDA	76.5	No	Structured Domain Adaptation with Online Relatio...	2020-03-14	Code
8	SNR	76.3	No	Style Normalization and Restitution for Generali...	2020-05-22	Code
9	ECN++	74	No	Learning to Adapt Invariance in Memory for Perso...	2019-08-01	-
10	SSG	73	No	Self-similarity Grouping: A Simple Unsupervised ...	2018-11-26	Code
11	AD-Cluster	72.6	No	AD-Cluster: Augmented Discriminative Clustering ...	2020-04-19	-
12	ACT	72.4	No	Asymmetric Co-Teaching for Unsupervised Cross Do...	2019-12-03	Code
13	PCB-PAST	72.4	No	Self-training with progressive augmentation for ...	2019-07-31	Code
14	MMCL	72.4	No	Unsupervised Person Re-identification via Multi-...	2020-04-20	-
15	UDAP	68.4	No	Unsupervised Domain Adaptive Re-Identification: ...	2018-07-30	Code
16	CBN+ECN	68	No	Rethinking the Distribution Gap of Person Re-ide...	2020-01-23	Code
17	ENC	63.3	No	Invariance Matters: Exemplar Memory for Domain A...	2019-04-03	Code
18	PDA-Net	63.2	No	Cross-Dataset Person Re-Identification via Unsup...	2019-09-20	-
19	CFSM	49.8	No	Disjoint Label Space Transfer Learning with Comm...	2018-12-06	-
20	UCDA	47.7	No	A Novel Unsupervised Camera-aware Domain Adaptat...	2019-04-06	-
21	TJ-AIDL	44.3	No	Transferable Joint Attribute-Identity Deep Learn...	2018-03-26	-
22	DG-Net	42.62	No	Joint Discriminative and Generative Learning for...	2019-04-15	Code
23	SPGAN	41.1	No	Image-Image Domain Adaptation with Preserved Sel...	2017-11-19	Code
24	OG-Net	26.4	No	Parameter-Efficient Person Re-identification in ...	2020-06-08	Code

#1CCTSESOTA
85
rank-1· 2021-03-21
Unsupervised and self-adaptative techniques for cross-domain person re-identification Code
#2CORE-ReID
84.8
rank-1
No paperCode
#3LF2
83.7
rank-1· 2022-05-19
Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification Code
#4AWBSOTA
83.4
rank-1· 2020-06-11
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Code
#5SpCLSOTA
82.9
rank-1· 2020-06-04
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Code
#6MMTSOTA
78
rank-1· 2020-01-06
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Code
#7SDA
76.5
rank-1· 2020-03-14
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID Code
#8SNR
76.3
rank-1· 2020-05-22
Style Normalization and Restitution for Generalizable Person Re-identification Code
#9ECN++SOTA
74
rank-1· 2019-08-01
Learning to Adapt Invariance in Memory for Person Re-identification
#10SSGSOTA
73
rank-1· 2018-11-26
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Code
#11AD-Cluster
72.6
rank-1· 2020-04-19
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification
#12ACT
72.4
rank-1· 2019-12-03
Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification Code
#13PCB-PAST
72.4
rank-1· 2019-07-31
Self-training with progressive augmentation for unsupervised cross-domain person re-identification Code
#14MMCL
72.4
rank-1· 2020-04-20
Unsupervised Person Re-identification via Multi-label Classification
#15UDAPSOTA
68.4
rank-1· 2018-07-30
Unsupervised Domain Adaptive Re-Identification: Theory and Practice Code
#16CBN+ECN
68
rank-1· 2020-01-23
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Code
#17ENC
63.3
rank-1· 2019-04-03
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Code
#18PDA-Net
63.2
rank-1· 2019-09-20
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation
#19CFSM
49.8
rank-1· 2018-12-06
Disjoint Label Space Transfer Learning with Common Factorised Space
#20UCDA
47.7
rank-1· 2019-04-06
A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification
#21TJ-AIDLSOTA
44.3
rank-1· 2018-03-26
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
#22DG-Net
42.62
rank-1· 2019-04-15
Joint Discriminative and Generative Learning for Person Re-identification Code
#23SPGANSOTA
41.1
rank-1· 2017-11-19
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Code
#24OG-Net
26.4
rank-1· 2020-06-08
Parameter-Efficient Person Re-identification in the 3D Space Code