← Cross-modal retrieval with noisy correspondence
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Flickr30K-Noisy

아카이브 평가 16건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
ReCon
Image-to-text R@1
80.3
Image-to-text R@5
95.3
Image-to-text R@10
97.8
Text-to-image R@1
61.6
Text-to-image R@5
85.5
Text-to-image R@10
91.3
R-Sum
511.8
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning
2025-02-27
코드 1
CTPR-SGR
Image-to-text R@1
76.2
Image-to-text R@5
95.8
Image-to-text R@10
98.3
Text-to-image R@1
60.5
Text-to-image R@5
85.2
Text-to-image R@10
92.7
R-Sum
508.7
Learning From Noisy Correspondence With Tri-Partition for Cross-Modal Matching
2023-09-22
연결 없음
SREM
Image-to-text R@1
79.5
Image-to-text R@5
94.2
Image-to-text R@10
97.9
Text-to-image R@1
61.2
Text-to-image R@5
84.8
Text-to-image R@10
90.2
R-Sum
507.8
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation
2023-12-27
연결 없음
CRCL
Image-to-text R@1
77.9
Image-to-text R@5
95.4
Image-to-text R@10
98.3
Text-to-image R@1
60.9
Text-to-image R@5
84.7
Text-to-image R@10
90.6
R-Sum
507.8
Cross-modal Active Complementary Learning with Self-refining Correspondence
2023-10-26
코드 1
NAC
Image-to-text R@1
79.3
Image-to-text R@5
94.6
Image-to-text R@10
97.8
Text-to-image R@1
60.8
Text-to-image R@5
84.5
Text-to-image R@10
90.1
R-Sum
507.1
NAC: Mitigating Noisy Correspondence in Cross-Modal Matching Via Neighbor Auxiliary Corrector
2024-03-18
연결 없음
GSC-SGR
Image-to-text R@1
78.3
Image-to-text R@5
94.6
Image-to-text R@10
97.8
Text-to-image R@1
60.1
Text-to-image R@5
84.5
Text-to-image R@10
90.5
R-Sum
505.8
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning
2024-05-27
코드 1
UGNCL
Image-to-text R@1
78.4
Image-to-text R@5
95.8
Image-to-text R@10
97.8
Text-to-image R@1
59.8
Text-to-image R@5
84.3
Text-to-image R@10
89.5
R-Sum
505.6
UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching
2024-07-11
코드 1
BiCro*
Image-to-text R@1
78.1
Image-to-text R@5
94.4
Image-to-text R@10
97.5
Text-to-image R@1
60.4
Text-to-image R@5
84.4
Text-to-image R@10
89.9
R-Sum
504.7
BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency
2023-03-22
코드 1
REPAIR
Image-to-text R@1
79.2
Image-to-text R@5
95.0
Image-to-text R@10
96.9
Text-to-image R@1
59.4
Text-to-image R@5
84.4
Text-to-image R@10
89.5
R-Sum
504.4
REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
2024-03-13
연결 없음
L2RM-SGRAF
Image-to-text R@1
77.9
Image-to-text R@5
95.2
Image-to-text R@10
97.8
Text-to-image R@1
59.8
Text-to-image R@5
83.6
Text-to-image R@10
89.5
R-Sum
503.8
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
2024-03-08
코드 1
CREAM
Image-to-text R@1
77.4
Image-to-text R@5
95.0
Image-to-text R@10
97.3
Text-to-image R@1
58.7
Text-to-image R@5
84.1
Text-to-image R@10
89.8
R-Sum
502.3
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining
2024-03-25
코드 1
MSCN
Image-to-text R@1
77.4
Image-to-text R@5
94.9
Image-to-text R@10
97.6
Text-to-image R@1
59.6
Text-to-image R@5
83.2
Text-to-image R@10
89.2
R-Sum
501.9
Noisy Correspondence Learning with Meta Similarity Correction
2023-04-13
코드 1
LNC
Image-to-text R@1
76.3
Image-to-text R@5
93.7
Image-to-text R@10
96.9
Text-to-image R@1
58.4
Text-to-image R@5
83.8
Text-to-image R@10
89.8
R-Sum
498.9
Learning with Noisy Correspondence
2024-04-13
연결 없음
NCR
Image-to-text R@1
75.0
Image-to-text R@5
93.9
Image-to-text R@10
97.5
Text-to-image R@1
58.3
Text-to-image R@5
83.0
Text-to-image R@10
89.0
R-Sum
496.7
Learning with Noisy Correspondence for Cross-modal Matching
2021-12-01
코드 1
DECL-SGRAF
Image-to-text R@1
77.5
Image-to-text R@5
93.8
Image-to-text R@10
97.0
Text-to-image R@1
56.1
Text-to-image R@5
81.8
Text-to-image R@10
88.5
R-Sum
494.7
Deep Evidential Learning with Noisy Correspondence for Cross-Modal Retrieval
2022-10-10
코드 1
RCL-SGR
Image-to-text R@1
74.2
Image-to-text R@5
91.8
Image-to-text R@10
96.9
Text-to-image R@1
55.6
Text-to-image R@5
81.2
Text-to-image R@10
87.5
R-Sum
487.2
Cross-Modal Retrieval with Partially Mismatched Pairs
2023-02-22
코드 1