Intelligent Surveillance on VeRi-776

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	MBR4B-LAI (w/ RK)	92.1	No	Strength in Diversity: Multi-Branch Representati...	2023-10-02	Code
2	RPTM	88	No	Relation Preserving Triplet Mining for Stabilisi...	2021-10-15	Code
3	A Strong Baseline	87.1	No	A Strong Baseline for Vehicle Re-Identification	2021-04-22	Code
4	MBR4B-LAI (without re-ranking)	86	No	Strength in Diversity: Multi-Branch Representati...	2023-10-02	Code
5	MBR4B (without re-ranking)	84.72	No	Strength in Diversity: Multi-Branch Representati...	2023-10-02	Code
6	CLIP-ReID (without re-ranking)	84.5	No	CLIP-ReID: Exploiting Vision-Language Model for ...	2022-11-25	Code
7	VehicleNet	83.41	No	VehicleNet: Learning Robust Visual Representatio...	2020-04-14	Code
8	ProNet++ (ResNet50)	83.4	No	Rethinking Person Re-identification from a Proje...	2023-08-21	-
9	TransReID	82.3	No	TransReID: Transformer-based Object Re-Identific...	2021-02-08	Code
10	CA-Jaccard	81.4	No	CA-Jaccard: Camera-aware Jaccard Distance for Pe...	2023-11-17	Code
11	ANet	81.2	No	AttributeNet: Attribute Enhanced Vehicle Re-Iden...	2021-02-07	-
12	GiT	80.34	No	GiT: Graph Interactive Transformer for Vehicle R...	2021-07-12	-
13	HPGN	80.18	No	Exploring Spatial Significance via Hybrid Pyrami...	2020-05-29	Code
14	MSINet (2.3M w/o RK)	78.8	No	MSINet: Twins Contrastive Search of Multi-Scale ...	2023-03-13	Code
15	CAL	74.3	No	Counterfactual Attention Learning for Fine-Grain...	2021-08-19	Code
16	QD-DLF	61.83	No	Vehicle Re-identification Using Quadruple Direct...	2018-11-13	-
17	Cluster Contrast	40.8	No	Cluster Contrast for Unsupervised Person Re-Iden...	2021-03-22	Code