Image Retrieval with Multi-Modal Query on CC152K

Metric: Image-to-text R@5 (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Image-to-text R@5▼	Extra Data	Paper	Date↕	Code
1	ReCon	68.7	No	ReCon: Enhancing True Correspondence Discriminat...	2025-02-27	Code
2	NAC	68.6	No	-	-	-
3	CREAM	68.5	No	-	-	Code
4	GSC-SGR	68.4	No	Mitigating Noisy Correspondence by Geometrical S...	2024-05-27	Code
5	REPAIR	67.7	No	REPAIR: Rank Correlation and Noisy Pair Half-rep...	2024-03-13	-
6	L2RM-SGRAF	67.5	No	Learning to Rematch Mismatched Pairs for Robust ...	2024-03-08	Code
7	SREM	67.5	No	Noisy Correspondence Learning with Self-Reinforc...	2023-12-27	-
8	CRCL	67.4	No	Cross-modal Active Complementary Learning with S...	2023-10-26	Code
9	BiCro*	67.2	No	BiCro: Noisy Correspondence Rectification for Mu...	2023-03-22	Code
10	UGNCL	67.1	No	-	-	Code
11	DECL-SGRAF	66.1	No	-	-	Code
12	RCL-SGRAF	66	No	-	-	Code
13	MSCN	65.7	No	Noisy Correspondence Learning with Meta Similari...	2023-04-13	Code
14	NCR	64.5	No	-	-	Code
15	LNC	64	No	-	-	-

#1ReConSOTA
68.7
Image-to-text R@5· 2025-02-27
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning Code
#2NAC
68.6
Image-to-text R@5
No paper
#3CREAM
68.5
Image-to-text R@5
No paperCode
#4GSC-SGRSOTA
68.4
Image-to-text R@5· 2024-05-27
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning Code
#5REPAIRSOTA
67.7
Image-to-text R@5· 2024-03-13
REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
#6L2RM-SGRAF
67.5
Image-to-text R@5· 2024-03-08
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval Code
#7SREMSOTA
67.5
Image-to-text R@5· 2023-12-27
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation
#8CRCLSOTA
67.4
Image-to-text R@5· 2023-10-26
Cross-modal Active Complementary Learning with Self-refining Correspondence Code
#9BiCro*SOTA
67.2
Image-to-text R@5· 2023-03-22
BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency Code
#10UGNCL
67.1
Image-to-text R@5
No paperCode
#11DECL-SGRAF
66.1
Image-to-text R@5
No paperCode
#12RCL-SGRAF
66
Image-to-text R@5
No paperCode
#13MSCN
65.7
Image-to-text R@5· 2023-04-13
Noisy Correspondence Learning with Meta Similarity Correction Code
#14NCR
64.5
Image-to-text R@5
No paperCode
#15LNC
64
Image-to-text R@5
No paper