Person Re-Identification on Occluded-DukeMTMC

Metric: mAP (higher is better)

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Results

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	KPR + SOLIDER	75.11	No	Keypoint Promptable Re-Identification	2024-07-25	Code
2	PersonViT	72.2	No	PersonViT: Large-scale Self-supervised Vision Tr...	2024-08-10	Code
3	PartFormer	70.2	No	PartFormer: Awakening Latent Diverse Representat...	2024-08-29	-
4	KPR	67.13	No	Keypoint Promptable Re-Identification	2024-07-25	Code
5	PAFormer	66.4	No	PAFormer: Part Aware Transformer for Person Re-i...	2024-08-12	-
6	DROP	63.3	No	DROP: Decouple Re-Identification and Human Parsi...	2024-01-31	Code
7	DiP (without RK)	63.1	No	DiP: Learning Discriminative Implicit Parts for ...	2022-12-24	Code
8	BPBreID	62.5	No	Body Part-Based Representation Learning for Occl...	2022-11-07	Code
9	DDRN	62.4	No	DDRN:a Data Distribution Reconstruction Network ...	2024-10-09	-
10	SOLIDER	61.9	No	Beyond Appearance: a Semantic Controllable Self-...	2023-03-30	Code
11	CLIPReID-Baseline+UFFM+AMC	61.9	No	Enhancing person re-identification via Uncertain...	2024-05-02	Code
12	PFD	61.8	No	Pose-guided Feature Disentangling for Occluded P...	2021-12-05	Code
13	BoT+UFFM+AMC	61	No	Enhancing person re-identification via Uncertain...	2024-05-02	Code
14	TAT	60.6	No	-	-	Code
15	CLIP-SCGI	59.2	No	CLIP-SCGI: Synthesized Caption-Guided Inversion ...	2024-10-12	-
16	TransReID	59.2	No	TransReID: Transformer-based Object Re-Identific...	2021-02-08	Code
17	DPEFormer	58.9	No	Dynamic Patch-aware Enrichment Transformer for O...	2024-02-16	-
18	HCGA	57.5	No	-	-	Code
19	SSGR	57.2	No	-	-	-
20	LDS	55.7	No	Learning to Disentangle Scenes for Person Re-ide...	2021-11-10	Code
21	SUReID	54.9	No	A Deep Hierarchical Feature Sparse Framework for...	2024-01-15	-
22	PGFL	54.1	No	Pose-Guided Feature Learning with Knowledge Dist...	2021-07-31	-
23	PAT	53.6	No	Diverse Part Discovery: Occluded Person Re-ident...	2021-06-08	-
24	ISP	52.3	No	Identity-Guided Human Semantic Parsing for Perso...	2020-07-27	Code
25	HG	50.5	No	Holistic Guidance for Occluded Person Re-Identif...	2021-04-13	Code
26	IGOAS	49.4	No	-	-	Code
27	VGTri	46.3	No	-	-	-
28	OAMN	46.1	No	-	-	-
29	MHSA-Net	44.8	No	MHSA-Net: Multi-Head Self-Attention Network for ...	2020-08-10	Code
30	HOReID	43.8	No	High-Order Information Matters: Learning Relatio...	2020-03-18	Code
31	PGFA	37.3	No	-	-	Code

#1KPR + SOLIDERSOTA
75.11
mAP· 2024-07-25
Keypoint Promptable Re-Identification Code
#2PersonViT
72.2
mAP· 2024-08-10
PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification Code
#3PartFormer
70.2
mAP· 2024-08-29
PartFormer: Awakening Latent Diverse Representation from Vision Transformer for Object Re-Identification
#4KPR
67.13
mAP· 2024-07-25
Keypoint Promptable Re-Identification Code
#5PAFormer
66.4
mAP· 2024-08-12
PAFormer: Part Aware Transformer for Person Re-identification
#6DROPSOTA
63.3
mAP· 2024-01-31
DROP: Decouple Re-Identification and Human Parsing with Task-specific Features for Occluded Person Re-identification Code
#7DiP (without RK)SOTA
63.1
mAP· 2022-12-24
DiP: Learning Discriminative Implicit Parts for Person Re-Identification Code
#8BPBreIDSOTA
62.5
mAP· 2022-11-07
Body Part-Based Representation Learning for Occluded Person Re-Identification Code
#9DDRN
62.4
mAP· 2024-10-09
DDRN:a Data Distribution Reconstruction Network for Occluded Person Re-Identification
#10SOLIDER
61.9
mAP· 2023-03-30
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks Code
#11CLIPReID-Baseline+UFFM+AMC
61.9
mAP· 2024-05-02
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination Code
#12PFDSOTA
61.8
mAP· 2021-12-05
Pose-guided Feature Disentangling for Occluded Person Re-identification Based on Transformer Code
#13BoT+UFFM+AMC
61
mAP· 2024-05-02
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination Code
#14TAT
60.6
mAP
No paperCode
#15CLIP-SCGI
59.2
mAP· 2024-10-12
CLIP-SCGI: Synthesized Caption-Guided Inversion for Person Re-Identification
#16TransReIDSOTA
59.2
mAP· 2021-02-08
TransReID: Transformer-based Object Re-Identification Code
#17DPEFormer
58.9
mAP· 2024-02-16
Dynamic Patch-aware Enrichment Transformer for Occluded Person Re-Identification
#18HCGA
57.5
mAP
No paperCode
#19SSGR
57.2
mAP
No paper
#20LDS
55.7
mAP· 2021-11-10
Learning to Disentangle Scenes for Person Re-identification Code
#21SUReID
54.9
mAP· 2024-01-15
A Deep Hierarchical Feature Sparse Framework for Occluded Person Re-Identification
#22PGFL
54.1
mAP· 2021-07-31
Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-Identification
#23PAT
53.6
mAP· 2021-06-08
Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer
#24ISPSOTA
52.3
mAP· 2020-07-27
Identity-Guided Human Semantic Parsing for Person Re-Identification Code
#25HG
50.5
mAP· 2021-04-13
Holistic Guidance for Occluded Person Re-Identification Code
#26IGOAS
49.4
mAP
No paperCode
#27VGTri
46.3
mAP
No paper
#28OAMN
46.1
mAP
No paper
#29MHSA-Net
44.8
mAP· 2020-08-10
MHSA-Net: Multi-Head Self-Attention Network for Occluded Person Re-Identification Code
#30HOReIDSOTA
43.8
mAP· 2020-03-18
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification Code
#31PGFA
37.3
mAP
No paperCode