Domain Adaptation on VehicleID to VeRi-776

Metric: Rank-5 (higher is better)

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#	Model↕	Rank-5▼	Augmentations	Paper	Date↕	Code
1	CORE-ReID V2	89.05	No	-	-	Code
2	MATNet+DMDU	88.97	No	-	-	-
3	MGR-GCL	87.95	No	Revisiting Multi-Granularity Representation via ...	2024-10-29	-
4	PLM	87	No	-	-	-
5	SPCL	86.8	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
6	UDAR	85.8	No	Unsupervised Domain Adaptive Re-Identification: ...	2018-07-30	Code
7	CSP+FCD	83.7	No	-	-	-
8	MMT	82.6	No	Mutual Mean-Teaching: Pseudo Label Refinery for ...	2020-01-06	Code
9	CORE-ReID V2 Tiny	81.41	No	-	-	Code
10	PAL	79.91	No	Unsupervised Vehicle Re-identification with Prog...	2020-06-20	-
11	ECN	70.53	No	Invariance Matters: Exemplar Memory for Domain A...	2019-04-03	Code
12	SPGAN	70	No	Image-Image Domain Adaptation with Preserved Sel...	2017-11-19	Code
13	PUL	67.34	No	Unsupervised Person Re-identification: Clusterin...	2017-05-30	Code
14	VDAF	55.17	No	-	-	-

#1CORE-ReID V2
89.05
Rank-5
No paperCode
#2MATNet+DMDU
88.97
Rank-5
No paper
#3MGR-GCLSOTA
87.95
Rank-5· 2024-10-29
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification
#4PLM
87
Rank-5
No paper
#5SPCLSOTA
86.8
Rank-5· 2020-06-04
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Code
#6UDARSOTA
85.8
Rank-5· 2018-07-30
Unsupervised Domain Adaptive Re-Identification: Theory and Practice Code
#7CSP+FCD
83.7
Rank-5
No paper
#8MMT
82.6
Rank-5· 2020-01-06
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Code
#9CORE-ReID V2 Tiny
81.41
Rank-5
No paperCode
#10PAL
79.91
Rank-5· 2020-06-20
Unsupervised Vehicle Re-identification with Progressive Adaptation
#11ECN
70.53
Rank-5· 2019-04-03
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Code
#12SPGANSOTA
70
Rank-5· 2017-11-19
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Code
#13PULSOTA
67.34
Rank-5· 2017-05-30
Unsupervised Person Re-identification: Clustering and Fine-tuning Code
#14VDAF
55.17
Rank-5
No paper