OpenCodePapers
cross-modal-retrieval-with-noisy-1
Cross-Modal Retrieval
Cross-modal retrieval with noisy correspondence
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
R-Sum
↕
Image-to-text R@1
↕
Image-to-text R@5
↕
Image-to-text R@10
↕
Text-to-image R@1
↕
Text-to-image R@5
↕
Text-to-image R@10
↕
ModelName
ReleaseDate
↕
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning
✓ Link
380.5
43.1
68.7
78.1
44.9
68.3
77.4
ReCon
2025-02-27
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning
✓ Link
375.1
42.1
68.4
77.7
42.2
67.6
77.1
GSC-SGR
2024-05-27
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
✓ Link
374.2
43.0
67.5
75.7
42.8
68.0
77.2
L2RM-SGRAF
2024-03-08
Cross-modal Active Complementary Learning with Self-refining Correspondence
✓ Link
373.7
41.8
67.4
76.5
41.6
68.0
78.4
CRCL
2023-10-26
NAC: Mitigating Noisy Correspondence in Cross-Modal Matching Via Neighbor Auxiliary Corrector
373.5
41.8
68.6
77.3
40.5
68.3
77.0
NAC
2024-03-18
UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching
✓ Link
373.1
43.6
67.1
74.9
42.7
68.4
76.4
UGNCL
2024-07-11
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining
✓ Link
372.6
40.3
68.5
77.1
40.2
68.2
78.3
CREAM
2024-03-25
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation
372.2
40.9
67.5
77.1
41.5
68.2
77.0
SREM
2023-12-27
BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency
✓ Link
370.2
40.8
67.2
76.1
42.1
67.6
76.4
BiCro*
2023-03-22
REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
369.2
40.5
67.7
76.1
40.3
68.2
76.4
REPAIR
2024-03-13
Noisy Correspondence Learning with Meta Similarity Correction
✓ Link
366.7
40.1
65.7
76.6
40.6
67.4
76.3
MSCN
2023-04-13
Cross-Modal Retrieval with Partially Mismatched Pairs
✓ Link
364.4
41.7
66.0
73.6
41.6
66.4
75.1
RCL-SGRAF
2023-02-22
Deep Evidential Learning with Noisy Correspondence for Cross-Modal Retrieval
✓ Link
364.3
39.0
66.1
75.5
40.7
66.3
76.7
DECL-SGRAF
2022-10-10
Learning with Noisy Correspondence for Cross-modal Matching
✓ Link
355.6
39.5
64.5
73.5
40.3
64.6
73.2
NCR
2021-12-01
Learning with Noisy Correspondence
355.5
39.5
64.0
73.1
40.6
64.8
73.5
LNC
2024-04-13