Person Re-Identification on Occluded-DukeMTMC

Metric: mAP (higher is better)

LeaderboardDataset

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Results

#	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