Text based Person Retrieval on RSTPReid

Metric: R@1 (higher is better)

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#	Model↕	R@1▼	Extra Data	Paper	Date↕	Code
1	MARS	67.55	No	MARS: Paying more attention to visual attributes...	2024-07-05	Code
2	APTM	67.5	Yes	Towards Unified Text-based Person Retrieval: A L...	2023-06-05	Code
3	RaSa	66.9	No	RaSa: Relation and Sensitivity Aware Representat...	2023-05-23	Code
4	Filtering-WoRA(Small)	66.85	Yes	From Data Deluge to Data Curation: A Filtering-W...	2024-04-16	Code
5	RDE	65.35	No	Noisy-Correspondence Learning for Text-to-Image ...	2023-08-19	Code
6	TBPS-CLIP (ViT-B/16)	61.95	No	An Empirical Study of CLIP for Text-based Person...	2023-08-19	Code
7	IRRA	60.2	Yes	Cross-Modal Implicit Relation Reasoning and Alig...	2023-03-22	Code
8	DSSL	39.05	No	DSSL: Deep Surroundings-person Separation Learni...	2021-09-12	Code

#1MARSSOTA
67.55
R@1· 2024-07-05
MARS: Paying more attention to visual attributes for text-based person search Code
#2APTMSOTA
67.5
R@1· Extra Data· 2023-06-05
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark Code
#3RaSaSOTA
66.9
R@1· 2023-05-23
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search Code
#4Filtering-WoRA(Small)
66.85
R@1· Extra Data· 2024-04-16
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search Code
#5RDE
65.35
R@1· 2023-08-19
Noisy-Correspondence Learning for Text-to-Image Person Re-identification Code
#6TBPS-CLIP (ViT-B/16)
61.95
R@1· 2023-08-19
An Empirical Study of CLIP for Text-based Person Search Code
#7IRRASOTA
60.2
R@1· Extra Data· 2023-03-22
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval Code
#8DSSLSOTA
39.05
R@1· 2021-09-12
DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval Code