Person Search on PRW

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	SPNet	61.2	No	Swap Path Network for Robust Person Search Pre-t...	2024-12-06	Code
2	SOLIDER	59.8	No	Beyond Appearance: a Semantic Controllable Self-...	2023-03-30	Code
3	SeqNeXt	57.6	No	Gallery Filter Network for Person Search	2022-10-24	Code
4	DMRNet++	52.1	No	-	-	-
5	ROI-AlignPS	51.6	No	Efficient Person Search: An Anchor-Free Approach	2021-09-01	Code
6	PAPS	51.6	No	-	-	-
7	GLCNet+CBGM	47.8	No	MovieNet-PS: A Large-Scale Person Search Dataset...	2021-12-05	Code
8	NAE+SeqNet+CBGM	47.6	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
9	DMRNet	46.9	No	Decoupled and Memory-Reinforced Networks: Toward...	2021-02-22	Code
10	GLCNet	46.7	No	MovieNet-PS: A Large-Scale Person Search Dataset...	2021-12-05	Code
11	NAE+SeqNet	46.7	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
12	OIM+SeqNet+CBGM	46.6	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
13	AlignPS+	46.1	No	Anchor-Free Person Search	2021-03-22	Code
14	AlignPS	45.9	No	Anchor-Free Person Search	2021-03-22	Code
15	OIM+SeqNet	45.8	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code

#1SPNetSOTA
61.2
mAP· 2024-12-06
Swap Path Network for Robust Person Search Pre-training Code
#2SOLIDERSOTA
59.8
mAP· 2023-03-30
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks Code
#3SeqNeXtSOTA
57.6
mAP· 2022-10-24
Gallery Filter Network for Person Search Code
#4DMRNet++
52.1
mAP
No paper
#5ROI-AlignPSSOTA
51.6
mAP· 2021-09-01
Efficient Person Search: An Anchor-Free Approach Code
#6PAPS
51.6
mAP
No paper
#7GLCNet+CBGM
47.8
mAP· 2021-12-05
MovieNet-PS: A Large-Scale Person Search Dataset in the Wild Code
#8NAE+SeqNet+CBGMSOTA
47.6
mAP· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#9DMRNetSOTA
46.9
mAP· 2021-02-22
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search Code
#10GLCNet
46.7
mAP· 2021-12-05
MovieNet-PS: A Large-Scale Person Search Dataset in the Wild Code
#11NAE+SeqNet
46.7
mAP· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#12OIM+SeqNet+CBGM
46.6
mAP· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#13AlignPS+
46.1
mAP· 2021-03-22
Anchor-Free Person Search Code
#14AlignPS
45.9
mAP· 2021-03-22
Anchor-Free Person Search Code
#15OIM+SeqNet
45.8
mAP· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code