Person Search on CUHK-SYSU

Metric: MAP (higher is better)

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#	Model↕	MAP▼	Extra Data	Paper	Date↕	Code
1	SeqNeXt+GFN	96.4	No	Gallery Filter Network for Person Search	2022-10-24	Code
2	SPNet	96.4	No	Swap Path Network for Robust Person Search Pre-t...	2024-12-06	Code
3	SeqNeXt	96.1	No	Gallery Filter Network for Person Search	2022-10-24	Code
4	GLCNet+CBGM	95.8	No	MovieNet-PS: A Large-Scale Person Search Dataset...	2021-12-05	Code
5	GLCNet	95.5	No	MovieNet-PS: A Large-Scale Person Search Dataset...	2021-12-05	Code
6	SOLIDER	95.5	No	Beyond Appearance: a Semantic Controllable Self-...	2023-03-30	Code
7	ROI-AlignPS	95.4	No	Efficient Person Search: An Anchor-Free Approach	2021-09-01	Code
8	NAE+SeqNet+CBGM	94.8	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
9	DMRNet++	94.5	No	-	-	-
10	OIM+SeqNet+CBGM	94.3	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
11	AlignPS+	94	No	Anchor-Free Person Search	2021-03-22	Code
12	NAE+SeqNet	93.8	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
13	OIM+SeqNet	93.4	No	Sequential End-to-end Network for Efficient Pers...	2021-03-18	Code
14	DMRNet	93.2	No	Decoupled and Memory-Reinforced Networks: Toward...	2021-02-22	Code
15	AlignPS	92.6	No	Anchor-Free Person Search	2021-03-22	Code
16	PAPS	92.1	No	-	-	-

#1SeqNeXt+GFNSOTA
96.4
MAP· 2022-10-24
Gallery Filter Network for Person Search Code
#2SPNet
96.4
MAP· 2024-12-06
Swap Path Network for Robust Person Search Pre-training Code
#3SeqNeXt
96.1
MAP· 2022-10-24
Gallery Filter Network for Person Search Code
#4GLCNet+CBGMSOTA
95.8
MAP· 2021-12-05
MovieNet-PS: A Large-Scale Person Search Dataset in the Wild Code
#5GLCNet
95.5
MAP· 2021-12-05
MovieNet-PS: A Large-Scale Person Search Dataset in the Wild Code
#6SOLIDER
95.5
MAP· 2023-03-30
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks Code
#7ROI-AlignPSSOTA
95.4
MAP· 2021-09-01
Efficient Person Search: An Anchor-Free Approach Code
#8NAE+SeqNet+CBGMSOTA
94.8
MAP· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#9DMRNet++
94.5
MAP
No paper
#10OIM+SeqNet+CBGM
94.3
MAP· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#11AlignPS+
94
MAP· 2021-03-22
Anchor-Free Person Search Code
#12NAE+SeqNet
93.8
MAP· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#13OIM+SeqNet
93.4
MAP· 2021-03-18
Sequential End-to-end Network for Efficient Person Search Code
#14DMRNetSOTA
93.2
MAP· 2021-02-22
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search Code
#15AlignPS
92.6
MAP· 2021-03-22
Anchor-Free Person Search Code
#16PAPS
92.1
MAP
No paper