Person Re-Identification on Market-1501-C

Metric: mINP (higher is better)

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#	Model↕	mINP▼	Extra Data	Paper	Date↕	Code
1	TransReID	1.98	No	TransReID: Transformer-based Object Re-Identific...	2021-02-08	Code
2	CaceNet	0.67	No	Devil in the Details: Towards Accurate Single an...	2018-09-17	Code
3	PLR-OS	0.48	No	Learning Diverse Features with Part-Level Resolu...	2020-01-21	Code
4	RRID	0.48	No	Relation Network for Person Re-identification	2019-11-21	Code
5	PCB	0.41	No	Beyond Part Models: Person Retrieval with Refine...	2017-11-26	Code
6	MHN	0.38	No	Mixed High-Order Attention Network for Person Re...	2019-08-16	Code
7	Pyramid	0.36	No	Pyramidal Person Re-IDentification via Multi-Los...	2018-10-29	Code
8	AGW (ResNet-50)	0.35	No	Deep Learning for Person Re-identification: A Su...	2020-01-13	Code
9	DG-Net	0.35	No	Joint Discriminative and Generative Learning for...	2019-04-15	Code
10	BDB	0.32	No	Batch DropBlock Network for Person Re-identifica...	2018-11-17	Code
11	Aligned++	0.32	No	AlignedReID: Surpassing Human-Level Performance ...	2017-11-22	Code
12	VPM	0.31	No	Perceive Where to Focus: Learning Visibility-awa...	2019-04-01	Code
13	SBS (ResNet-50)	0.29	No	FastReID: A Pytorch Toolbox for General Instance...	2020-06-04	Code
14	MGN	0.29	No	Learning Discriminative Features with Multiple G...	2018-04-04	Code
15	ABD-Net	0.26	No	ABD-Net: Attentive but Diverse Person Re-Identif...	2019-08-03	Code
16	LGPR	0.24	No	A Person Re-identification Data Augmentation Met...	2021-01-21	Code
17	OS-Net	0.23	No	Omni-Scale Feature Learning for Person Re-Identi...	2019-05-02	Code
18	F-LGPR	0.23	No	A Person Re-identification Data Augmentation Met...	2021-01-21	Code
19	TDB	0.2	No	Top-DB-Net: Top DropBlock for Activation Enhance...	2020-10-12	Code
20	BoT (ResNet-50)	0.2	No	Bag of Tricks and A Strong Baseline for Deep Per...	2019-03-17	Code

#1TransReIDSOTA
1.98
mINP· 2021-02-08
TransReID: Transformer-based Object Re-Identification Code
#2CaceNetSOTA
0.67
mINP· 2018-09-17
Devil in the Details: Towards Accurate Single and Multiple Human Parsing Code
#3PLR-OS
0.48
mINP· 2020-01-21
Learning Diverse Features with Part-Level Resolution for Person Re-Identification Code
#4RRID
0.48
mINP· 2019-11-21
Relation Network for Person Re-identification Code
#5PCBSOTA
0.41
mINP· 2017-11-26
Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline)Code
#6MHN
0.38
mINP· 2019-08-16
Mixed High-Order Attention Network for Person Re-Identification Code
#7Pyramid
0.36
mINP· 2018-10-29
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training Code
#8AGW (ResNet-50)
0.35
mINP· 2020-01-13
Deep Learning for Person Re-identification: A Survey and Outlook Code
#9DG-Net
0.35
mINP· 2019-04-15
Joint Discriminative and Generative Learning for Person Re-identification Code
#10BDB
0.32
mINP· 2018-11-17
Batch DropBlock Network for Person Re-identification and Beyond Code
#11Aligned++SOTA
0.32
mINP· 2017-11-22
AlignedReID: Surpassing Human-Level Performance in Person Re-Identification Code
#12VPM
0.31
mINP· 2019-04-01
Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification Code
#13SBS (ResNet-50)
0.29
mINP· 2020-06-04
FastReID: A Pytorch Toolbox for General Instance Re-identification Code
#14MGN
0.29
mINP· 2018-04-04
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Code
#15ABD-Net
0.26
mINP· 2019-08-03
ABD-Net: Attentive but Diverse Person Re-Identification Code
#16LGPR
0.24
mINP· 2021-01-21
A Person Re-identification Data Augmentation Method with Adversarial Defense Effect Code
#17OS-Net
0.23
mINP· 2019-05-02
Omni-Scale Feature Learning for Person Re-Identification Code
#18F-LGPR
0.23
mINP· 2021-01-21
A Person Re-identification Data Augmentation Method with Adversarial Defense Effect Code
#19TDB
0.2
mINP· 2020-10-12
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification Code
#20BoT (ResNet-50)
0.2
mINP· 2019-03-17
Bag of Tricks and A Strong Baseline for Deep Person Re-identification Code