Person Re-Identification on CUHK03 detected

Metric: MAP (higher is better)

LeaderboardDataset

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#	Model↕	MAP▼	Extra Data	Paper	Date↕	Code
1	Top-DB-Net + RK	86.9	No	Top-DB-Net: Top DropBlock for Activation Enhance...	2020-10-12	Code
2	DiP (without RK)	83.1	No	DiP: Learning Discriminative Implicit Parts for ...	2022-12-24	Code
3	LightMBN (w/o ReRank)	82.4	No	Lightweight Multi-Branch Network for Person Re-I...	2021-01-26	Code
4	Deep Miner (w/o ReRank)	81.4	No	Deep Miner: A Deep and Multi-branch Network whic...	2021-02-18	Code
5	MPN (without re-ranking)	79.1	No	Multi-task Learning with Coarse Priors for Robus...	2020-03-18	Code
6	PLR-OSNet	77.2	No	Learning Diverse Features with Part-Level Resolu...	2020-01-21	Code
7	Pyramid (CVPR'19)	74.8	No	Pyramidal Person Re-IDentification via Multi-Los...	2018-10-29	Code
8	Top-DB-Net	74.2	No	Top-DB-Net: Top DropBlock for Activation Enhance...	2020-10-12	Code
9	Auto-ReID (ICCV'19)	69.3	No	Auto-ReID: Searching for a Part-aware ConvNet fo...	2019-03-23	Code
10	OSNet (ICCV'19)	67.8	No	Omni-Scale Feature Learning for Person Re-Identi...	2019-05-02	Code
11	MGN (ACM MM'18)	66	No	Learning Discriminative Features with Multiple G...	2018-04-04	Code
12	DaRe+RE (CVPR'18)	59	No	Resource Aware Person Re-identification across M...	2018-05-22	Code
13	HA-CNN (CVPR'18)	38.6	No	Harmonious Attention Network for Person Re-Ident...	2018-02-22	Code
14	SVDNet-ResNet50	37.3	No	SVDNet for Pedestrian Retrieval	2017-03-16	-
15	IDE-R+XQDA	28.2	No	Re-ranking Person Re-identification with k-recip...	2017-01-29	-
16	SVDNet-CaffeNet	24.9	No	SVDNet for Pedestrian Retrieval	2017-03-16	-
17	IDE-R	19.7	No	Re-ranking Person Re-identification with k-recip...	2017-01-29	-
18	IDE-C+XQDA	19	No	Re-ranking Person Re-identification with k-recip...	2017-01-29	-
19	IDE-C	14.2	No	Re-ranking Person Re-identification with k-recip...	2017-01-29	-

#1Top-DB-Net + RKSOTA
86.9
MAP· 2020-10-12
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification Code
#2DiP (without RK)
83.1
MAP· 2022-12-24
DiP: Learning Discriminative Implicit Parts for Person Re-Identification Code
#3LightMBN (w/o ReRank)
82.4
MAP· 2021-01-26
Lightweight Multi-Branch Network for Person Re-Identification Code
#4Deep Miner (w/o ReRank)
81.4
MAP· 2021-02-18
Deep Miner: A Deep and Multi-branch Network which Mines Rich and Diverse Features for Person Re-identification Code
#5MPN (without re-ranking)SOTA
79.1
MAP· 2020-03-18
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification Code
#6PLR-OSNetSOTA
77.2
MAP· 2020-01-21
Learning Diverse Features with Part-Level Resolution for Person Re-Identification Code
#7Pyramid (CVPR'19)SOTA
74.8
MAP· 2018-10-29
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training Code
#8Top-DB-Net
74.2
MAP· 2020-10-12
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification Code
#9Auto-ReID (ICCV'19)
69.3
MAP· 2019-03-23
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification Code
#10OSNet (ICCV'19)
67.8
MAP· 2019-05-02
Omni-Scale Feature Learning for Person Re-Identification Code
#11MGN (ACM MM'18)SOTA
66
MAP· 2018-04-04
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Code
#12DaRe+RE (CVPR'18)
59
MAP· 2018-05-22
Resource Aware Person Re-identification across Multiple Resolutions Code
#13HA-CNN (CVPR'18)SOTA
38.6
MAP· 2018-02-22
Harmonious Attention Network for Person Re-Identification Code
#14SVDNet-ResNet50SOTA
37.3
MAP· 2017-03-16
SVDNet for Pedestrian Retrieval
#15IDE-R+XQDASOTA
28.2
MAP· 2017-01-29
Re-ranking Person Re-identification with k-reciprocal Encoding
#16SVDNet-CaffeNet
24.9
MAP· 2017-03-16
SVDNet for Pedestrian Retrieval
#17IDE-R
19.7
MAP· 2017-01-29
Re-ranking Person Re-identification with k-reciprocal Encoding
#18IDE-C+XQDA
19
MAP· 2017-01-29
Re-ranking Person Re-identification with k-reciprocal Encoding
#19IDE-C
14.2
MAP· 2017-01-29
Re-ranking Person Re-identification with k-reciprocal Encoding