Person Re-Identification on Occluded-DukeMTMC

Metric: Rank-1 (higher is better)

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#	Model↕	Rank-1▼	Extra Data	Paper	Date↕	Code
1	KPR + SOLIDER	84.31	No	Keypoint Promptable Re-Identification	2024-07-25	Code
2	KPR	79.83	No	Keypoint Promptable Re-Identification	2024-07-25	Code
3	PersonViT	79.8	No	PersonViT: Large-scale Self-supervised Vision Tr...	2024-08-10	Code
4	DROP	76.8	No	DROP: Decouple Re-Identification and Human Parsi...	2024-01-31	Code
5	BPBreID	75.1	No	Body Part-Based Representation Learning for Occl...	2022-11-07	Code
6	DDRN	71.3	No	DDRN:a Data Distribution Reconstruction Network ...	2024-10-09	-
7	SOLIDER	71.2	No	Beyond Appearance: a Semantic Controllable Self-...	2023-03-30	Code
8	DiP (without RK)	71.1	No	DiP: Learning Discriminative Implicit Parts for ...	2022-12-24	Code
9	HCGA	70.1	No	-	-	Code
10	DPEFormer	69.9	No	Dynamic Patch-aware Enrichment Transformer for O...	2024-02-16	-
11	PFD	69.5	No	Pose-guided Feature Disentangling for Occluded P...	2021-12-05	Code
12	SSGR	69	No	-	-	-
13	TAT	68.2	No	-	-	Code
14	FED	68.1	No	Feature Erasing and Diffusion Network for Occlud...	2021-12-16	Code
15	CLIP-SCGI	67.5	No	CLIP-SCGI: Synthesized Caption-Guided Inversion ...	2024-10-12	-
16	TransReID	66.4	No	TransReID: Transformer-based Object Re-Identific...	2021-02-08	Code
17	SUReID	65.8	No	A Deep Hierarchical Feature Sparse Framework for...	2024-01-15	-
18	PAT	64.5	No	Diverse Part Discovery: Occluded Person Re-ident...	2021-06-08	-
19	LDS	64.3	No	Learning to Disentangle Scenes for Person Re-ide...	2021-11-10	Code
20	PGFL	63	No	Pose-Guided Feature Learning with Knowledge Dist...	2021-07-31	-
21	ISP	62.8	No	Identity-Guided Human Semantic Parsing for Perso...	2020-07-27	Code
22	OAMN	62.6	No	-	-	-
23	PartFormer	62.5	No	PartFormer: Awakening Latent Diverse Representat...	2024-08-29	-
24	VGTri	62.2	No	-	-	-
25	HG	61.4	No	Holistic Guidance for Occluded Person Re-Identif...	2021-04-13	Code
26	PAFormer	60.4	No	PAFormer: Part Aware Transformer for Person Re-i...	2024-08-12	-
27	IGOAS	60.1	No	-	-	Code
28	MHSA-Net	59.7	No	MHSA-Net: Multi-Head Self-Attention Network for ...	2020-08-10	Code
29	HOReID	55.1	No	High-Order Information Matters: Learning Relatio...	2020-03-18	Code
30	PGFA	51.4	No	-	-	Code

#1KPR + SOLIDERSOTA
84.31
Rank-1· 2024-07-25
Keypoint Promptable Re-Identification Code
#2KPR
79.83
Rank-1· 2024-07-25
Keypoint Promptable Re-Identification Code
#3PersonViT
79.8
Rank-1· 2024-08-10
PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification Code
#4DROPSOTA
76.8
Rank-1· 2024-01-31
DROP: Decouple Re-Identification and Human Parsing with Task-specific Features for Occluded Person Re-identification Code
#5BPBreIDSOTA
75.1
Rank-1· 2022-11-07
Body Part-Based Representation Learning for Occluded Person Re-Identification Code
#6DDRN
71.3
Rank-1· 2024-10-09
DDRN:a Data Distribution Reconstruction Network for Occluded Person Re-Identification
#7SOLIDER
71.2
Rank-1· 2023-03-30
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks Code
#8DiP (without RK)
71.1
Rank-1· 2022-12-24
DiP: Learning Discriminative Implicit Parts for Person Re-Identification Code
#9HCGA
70.1
Rank-1
No paperCode
#10DPEFormer
69.9
Rank-1· 2024-02-16
Dynamic Patch-aware Enrichment Transformer for Occluded Person Re-Identification
#11PFDSOTA
69.5
Rank-1· 2021-12-05
Pose-guided Feature Disentangling for Occluded Person Re-identification Based on Transformer Code
#12SSGR
69
Rank-1
No paper
#13TAT
68.2
Rank-1
No paperCode
#14FED
68.1
Rank-1· 2021-12-16
Feature Erasing and Diffusion Network for Occluded Person Re-Identification Code
#15CLIP-SCGI
67.5
Rank-1· 2024-10-12
CLIP-SCGI: Synthesized Caption-Guided Inversion for Person Re-Identification
#16TransReIDSOTA
66.4
Rank-1· 2021-02-08
TransReID: Transformer-based Object Re-Identification Code
#17SUReID
65.8
Rank-1· 2024-01-15
A Deep Hierarchical Feature Sparse Framework for Occluded Person Re-Identification
#18PAT
64.5
Rank-1· 2021-06-08
Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer
#19LDS
64.3
Rank-1· 2021-11-10
Learning to Disentangle Scenes for Person Re-identification Code
#20PGFL
63
Rank-1· 2021-07-31
Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-Identification
#21ISPSOTA
62.8
Rank-1· 2020-07-27
Identity-Guided Human Semantic Parsing for Person Re-Identification Code
#22OAMN
62.6
Rank-1
No paper
#23PartFormer
62.5
Rank-1· 2024-08-29
PartFormer: Awakening Latent Diverse Representation from Vision Transformer for Object Re-Identification
#24VGTri
62.2
Rank-1
No paper
#25HG
61.4
Rank-1· 2021-04-13
Holistic Guidance for Occluded Person Re-Identification Code
#26PAFormer
60.4
Rank-1· 2024-08-12
PAFormer: Part Aware Transformer for Person Re-identification
#27IGOAS
60.1
Rank-1
No paperCode
#28MHSA-Net
59.7
Rank-1· 2020-08-10
MHSA-Net: Multi-Head Self-Attention Network for Occluded Person Re-Identification Code
#29HOReIDSOTA
55.1
Rank-1· 2020-03-18
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification Code
#30PGFA
51.4
Rank-1
No paperCode