Person Search on PRW

Metric: Top-1 (higher is better)

LeaderboardDataset

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#	Model↕	Top-1▼	Extra Data	Paper	Date↕	Code
1	SPNet	90.9	No	Swap Path Network for Robust Person Search Pre-t...	2024-12-06	Code
2	SeqNeXt	89.5	No	Gallery Filter Network for Person Search	2022-10-24	Code
3	GLCNet+CBGM	87.8	No	MovieNet-PS: A Large-Scale Person Search Dataset...	2021-12-05	Code
4	NAE+SeqNet+CBGM	87.6	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
5	DMRNet++	87	No	-	-	-
6	SOLIDER	86.7	No	Beyond Appearance: a Semantic Controllable Self-...	2023-03-30	Code
7	GLCNet	84.9	No	MovieNet-PS: A Large-Scale Person Search Dataset...	2021-12-05	Code
8	OIM+SeqNet+CBGM	84.9	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
9	ROI-AlignPS	84.4	No	Efficient Person Search: An Anchor-Free Approach	2021-09-01	Code
10	NAE+SeqNet	83.4	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
11	DMRNet	83.3	No	Decoupled and Memory-Reinforced Networks: Toward...	2021-02-22	Code
12	AlignPS+	82.1	No	Anchor-Free Person Search	2021-03-22	Code
13	AlignPS	81.9	No	Anchor-Free Person Search	2021-03-22	Code
14	OIM+SeqNet	81.7	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
15	PAPS	74.7	No	-	-	-

#1SPNetSOTA
90.9
Top-1· 2024-12-06
Swap Path Network for Robust Person Search Pre-training Code
#2SeqNeXtSOTA
89.5
Top-1· 2022-10-24
Gallery Filter Network for Person Search Code
#3GLCNet+CBGMSOTA
87.8
Top-1· 2021-12-05
MovieNet-PS: A Large-Scale Person Search Dataset in the Wild Code
#4NAE+SeqNet+CBGMSOTA
87.6
Top-1· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#5DMRNet++
87
Top-1
No paper
#6SOLIDER
86.7
Top-1· 2023-03-30
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks Code
#7GLCNet
84.9
Top-1· 2021-12-05
MovieNet-PS: A Large-Scale Person Search Dataset in the Wild Code
#8OIM+SeqNet+CBGM
84.9
Top-1· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#9ROI-AlignPS
84.4
Top-1· 2021-09-01
Efficient Person Search: An Anchor-Free Approach Code
#10NAE+SeqNet
83.4
Top-1· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#11DMRNetSOTA
83.3
Top-1· 2021-02-22
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search Code
#12AlignPS+
82.1
Top-1· 2021-03-22
Anchor-Free Person Search Code
#13AlignPS
81.9
Top-1· 2021-03-22
Anchor-Free Person Search Code
#14OIM+SeqNet
81.7
Top-1· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#15PAPS
74.7
Top-1
No paper