← Cross-modal retrieval with noisy correspondence
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아카이브 평가 15건 · 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.

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원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
ReCon
Image-to-text R@1
43.1
Image-to-text R@5
68.7
Image-to-text R@10
78.1
Text-to-image R@1
44.9
Text-to-image R@5
68.3
Text-to-image R@10
77.4
R-Sum
380.5
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning
2025-02-27
코드 1
GSC-SGR
Image-to-text R@1
42.1
Image-to-text R@5
68.4
Image-to-text R@10
77.7
Text-to-image R@1
42.2
Text-to-image R@5
67.6
Text-to-image R@10
77.1
R-Sum
375.1
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning
2024-05-27
코드 1
L2RM-SGRAF
Image-to-text R@1
43.0
Image-to-text R@5
67.5
Image-to-text R@10
75.7
Text-to-image R@1
42.8
Text-to-image R@5
68.0
Text-to-image R@10
77.2
R-Sum
374.2
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
2024-03-08
코드 1
CRCL
Image-to-text R@1
41.8
Image-to-text R@5
67.4
Image-to-text R@10
76.5
Text-to-image R@1
41.6
Text-to-image R@5
68.0
Text-to-image R@10
78.4
R-Sum
373.7
Cross-modal Active Complementary Learning with Self-refining Correspondence
2023-10-26
코드 1
NAC
Image-to-text R@1
41.8
Image-to-text R@5
68.6
Image-to-text R@10
77.3
Text-to-image R@1
40.5
Text-to-image R@5
68.3
Text-to-image R@10
77.0
R-Sum
373.5
NAC: Mitigating Noisy Correspondence in Cross-Modal Matching Via Neighbor Auxiliary Corrector
2024-03-18
연결 없음
UGNCL
Image-to-text R@1
43.6
Image-to-text R@5
67.1
Image-to-text R@10
74.9
Text-to-image R@1
42.7
Text-to-image R@5
68.4
Text-to-image R@10
76.4
R-Sum
373.1
UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching
2024-07-11
코드 1
CREAM
Image-to-text R@1
40.3
Image-to-text R@5
68.5
Image-to-text R@10
77.1
Text-to-image R@1
40.2
Text-to-image R@5
68.2
Text-to-image R@10
78.3
R-Sum
372.6
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining
2024-03-25
코드 1
SREM
Image-to-text R@1
40.9
Image-to-text R@5
67.5
Image-to-text R@10
77.1
Text-to-image R@1
41.5
Text-to-image R@5
68.2
Text-to-image R@10
77.0
R-Sum
372.2
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation
2023-12-27
연결 없음
BiCro*
Image-to-text R@1
40.8
Image-to-text R@5
67.2
Image-to-text R@10
76.1
Text-to-image R@1
42.1
Text-to-image R@5
67.6
Text-to-image R@10
76.4
R-Sum
370.2
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
40.5
Image-to-text R@5
67.7
Image-to-text R@10
76.1
Text-to-image R@1
40.3
Text-to-image R@5
68.2
Text-to-image R@10
76.4
R-Sum
369.2
REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
2024-03-13
연결 없음
MSCN
Image-to-text R@1
40.1
Image-to-text R@5
65.7
Image-to-text R@10
76.6
Text-to-image R@1
40.6
Text-to-image R@5
67.4
Text-to-image R@10
76.3
R-Sum
366.7
Noisy Correspondence Learning with Meta Similarity Correction
2023-04-13
코드 1
RCL-SGRAF
Image-to-text R@1
41.7
Image-to-text R@5
66.0
Image-to-text R@10
73.6
Text-to-image R@1
41.6
Text-to-image R@5
66.4
Text-to-image R@10
75.1
R-Sum
364.4
Cross-Modal Retrieval with Partially Mismatched Pairs
2023-02-22
코드 1
DECL-SGRAF
Image-to-text R@1
39.0
Image-to-text R@5
66.1
Image-to-text R@10
75.5
Text-to-image R@1
40.7
Text-to-image R@5
66.3
Text-to-image R@10
76.7
R-Sum
364.3
Deep Evidential Learning with Noisy Correspondence for Cross-Modal Retrieval
2022-10-10
코드 1
NCR
Image-to-text R@1
39.5
Image-to-text R@5
64.5
Image-to-text R@10
73.5
Text-to-image R@1
40.3
Text-to-image R@5
64.6
Text-to-image R@10
73.2
R-Sum
355.6
Learning with Noisy Correspondence for Cross-modal Matching
2021-12-01
코드 1
LNC
Image-to-text R@1
39.5
Image-to-text R@5
64.0
Image-to-text R@10
73.1
Text-to-image R@1
40.6
Text-to-image R@5
64.8
Text-to-image R@10
73.5
R-Sum
355.5
Learning with Noisy Correspondence
2024-04-13
연결 없음