Person Re-Identification on DukeMTMC-reID

Metric: Rank-5 (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

#	Model↕	Rank-5▼	Extra Data	Paper	Date↕	Code
1	Viewpoint-Aware Loss(RK)	96.5	Yes	Viewpoint-Aware Loss with Angular Regularization...	2019-12-03	Code
2	MBNET	96.45	No	-	-	Code
3	CTL Model (ResNet50, 256x128)	96.2	No	On the Unreasonable Effectiveness of Centroids i...	2021-04-28	Code
4	RPTM	96.1	No	Relation Preserving Triplet Mining for Stabilisi...	2021-10-15	Code
5	ISP	95.5	No	Identity-Guided Human Semantic Parsing for Perso...	2020-07-27	Code
6	GPS (without re-ranking)	95.2	No	Graph-based Person Signature for Person Re-Ident...	2021-04-14	Code
7	CAP	93.7	No	Camera-aware Proxies for Unsupervised Person Re-...	2020-12-19	Code
8	P2-Net (triplet loss)	93.1	No	Beyond Human Parts: Dual Part-Aligned Representa...	2019-10-22	Code
9	TMGF	92.9	No	Transformer Based Multi-Grained Features for Uns...	2022-11-22	Code
10	CBN+BoT*	92.5	No	Rethinking the Distribution Gap of Person Re-ide...	2020-01-23	Code
11	HHCL(ResNet50 w/o RK)	92.4	No	Hard-sample Guided Hybrid Contrast Learning for ...	2021-09-25	Code
12	CBN	91.7	No	Rethinking the Distribution Gap of Person Re-ide...	2020-01-23	Code
13	ICE	91.5	No	ICE: Inter-instance Contrastive Encoding for Uns...	2021-03-30	Code
14	CACL	91.2	No	Cluster-guided Asymmetric Contrastive Learning f...	2021-06-15	Code
15	Group Sampling	91.1	No	Rethinking Sampling Strategies for Unsupervised ...	2021-07-07	Code
16	SpCL	90.3	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
17	CAP	89.3	No	Camera-aware Proxies for Unsupervised Person Re-...	2020-12-19	Code
18	Self-Similarity Grouping (one shot)	84	No	Self-similarity Grouping: A Simple Unsupervised ...	2018-11-26	Code
19	ECN	75.8	No	Invariance Matters: Exemplar Memory for Domain A...	2019-04-03	Code
20	Dispersion based Clustering	64.6	No	Towards better Validity: Dispersion based Cluste...	2019-06-04	Code
21	SPGAN+LMP	62.3	No	Image-Image Domain Adaptation with Preserved Sel...	2017-11-19	Code
22	PUL	43.4	No	Unsupervised Person Re-identification: Clusterin...	2017-05-30	Code