Unsupervised Person Re-Identification 벤치마크

Unsupervised Person Re-Identification on DukeMTMC-reID

13개 결과 · ⬇ CSV · JSON

MAP

Rank	Model	MAP	Rank-1	Rank-5	Rank-10	Paper	Code	Year
1	TMGF	76.8	86.7	92.9	94.1	Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification	rikoli/wacv23-workshop-tmgf	2022
2	VAL-PAT	74.9	86.1	–	–	Learning Transferable Pedestrian Representation from Multimodal Information Supervision	baolp/VAL-PAT	2023
3	HHCL(ResNet50 w/o RK)	73.3	85.1	92.4	94.6	Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification	bupt-ai-cz/hhcl-reid	2021
4	ICE	69.9	83.3	91.5	94.1	ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification	chenhao2345/ICE	2021
5	CACL	69.6	82.6	91.2	93.8	Cluster-guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification	MingkunLishigure/CACL	2021
6	Group Sampling	69.1	82.7	91.1	93.5	Rethinking Sampling Strategies for Unsupervised Person Re-identification	ucas-vg/groupsampling · wavinflaghxm/GroupSampling	2021
7	CAP	67.3	81.1	89.3	91.8	Camera-aware Proxies for Unsupervised Person Re-Identification	Terminator8758/CAP-master	2020
8	SpCL	65.3	81.2	90.3	92.2	Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID	open-mmlab/OpenUnReID · yxgeee/SpCL · GJTNB/reading-memo	2020
9	Self-Similarity Grouping (one shot)	55.9	72.4	84	87.7	Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification	OasisYang/SSG	2018
10	ECN	40.4	63.3	75.8	80.4	Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification	zhunzhong07/ECN · GJTNB/reading-memo	2019
11	SPGAN+LMP	26.2	46.4	62.3	68.0	Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification	thuml/Transfer-Learning-Library · Simon4Yan/Learning-via-Translation	2017
12	PUL	16.4	30.0	43.4	48.5	Unsupervised Person Re-identification: Clustering and Fine-tuning	hehefan/Unsupervised-Person-Re-identification-Clustering-and-Fine-tuning	2017
13	PTGAN	–	27.4	–	50.7	Person Transfer GAN to Bridge Domain Gap for Person Re-Identification	yxgeee/MMT · syliz517/clip-reid · yxgeee/SpCL · +27	2017