Domain Adaptation on VehicleID to VeRi-776

Metric: Rank-1 (higher is better)

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#	Model↕	Rank-1▼	Augmentations	Paper	Date↕	Code
1	SPCL	80.4	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
2	CORE-ReID V2	80.15	No	-	-	Code
3	MGR-GCL	79.29	No	Revisiting Multi-Granularity Representation via ...	2024-10-29	-
4	MATNet+DMDU	79.13	No	-	-	-
5	PLM	77.59	No	-	-	-
6	UDAR	76.9	No	Unsupervised Domain Adaptive Re-Identification: ...	2018-07-30	Code
7	MMT	74.6	No	Mutual Mean-Teaching: Pseudo Label Refinery for ...	2020-01-06	Code
8	CSP+FCD	74.3	No	-	-	-
9	CORE-ReID V2 Tiny	73	No	-	-	Code
10	PAL	68.17	No	Unsupervised Vehicle Re-identification with Prog...	2020-06-20	-
11	ECN	57.41	No	Invariance Matters: Exemplar Memory for Domain A...	2019-04-03	Code
12	SPGAN	57.4	No	Image-Image Domain Adaptation with Preserved Sel...	2017-11-19	Code
13	PUL	55.24	No	Unsupervised Person Re-identification: Clusterin...	2017-05-30	Code
14	VDAF	46.32	No	-	-	-

#1SPCLSOTA
80.4
Rank-1· 2020-06-04
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Code
#2CORE-ReID V2
80.15
Rank-1
No paperCode
#3MGR-GCL
79.29
Rank-1· 2024-10-29
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification
#4MATNet+DMDU
79.13
Rank-1
No paper
#5PLM
77.59
Rank-1
No paper
#6UDARSOTA
76.9
Rank-1· 2018-07-30
Unsupervised Domain Adaptive Re-Identification: Theory and Practice Code
#7MMT
74.6
Rank-1· 2020-01-06
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Code
#8CSP+FCD
74.3
Rank-1
No paper
#9CORE-ReID V2 Tiny
73
Rank-1
No paperCode
#10PAL
68.17
Rank-1· 2020-06-20
Unsupervised Vehicle Re-identification with Progressive Adaptation
#11ECN
57.41
Rank-1· 2019-04-03
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Code
#12SPGANSOTA
57.4
Rank-1· 2017-11-19
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Code
#13PULSOTA
55.24
Rank-1· 2017-05-30
Unsupervised Person Re-identification: Clustering and Fine-tuning Code
#14VDAF
46.32
Rank-1
No paper