Text-based Person Retrieval with Noisy Correspondence on CUHK-PEDES

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	RDE	66.13	Yes	Noisy-Correspondence Learning for Text-to-Image ...	2023-08-19	Code
2	DECL	62.84	Yes	-	-	Code
3	IRRA	62.28	Yes	Cross-Modal Implicit Relation Reasoning and Alig...	2023-03-22	Code
4	CLIP-C	59.36	Yes	Learning Transferable Visual Models From Natural...	2021-02-26	Code
5	IVT	57.19	No	See Finer, See More: Implicit Modality Alignment...	2022-08-18	Code
6	SSAN	42.49	No	Semantically Self-Aligned Network for Text-to-Im...	2021-07-27	Code

#1RDESOTA
66.13
mAP· Extra Data· 2023-08-19
Noisy-Correspondence Learning for Text-to-Image Person Re-identification Code
#2DECL
62.84
mAP· Extra Data
No paperCode
#3IRRASOTA
62.28
mAP· Extra Data· 2023-03-22
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval Code
#4CLIP-CSOTA
59.36
mAP· Extra Data· 2021-02-26
Learning Transferable Visual Models From Natural Language Supervision Code
#5IVT
57.19
mAP· 2022-08-18
See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval Code
#6SSAN
42.49
mAP· 2021-07-27
Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification Code