← Cross-modal retrieval with noisy correspondence
Papers with Code · CC BY-SA 4.0

COCO-Noisy

아카이브 평가 17건 · 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
80.9
Image-to-text R@5
96.6
Image-to-text R@10
98.8
Text-to-image R@1
65.2
Text-to-image R@5
91.0
Text-to-image R@10
96.0
R-Sum
528.6
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
79.8
Image-to-text R@5
96.6
Image-to-text R@10
98.9
Text-to-image R@1
63.8
Text-to-image R@5
91.2
Text-to-image R@10
96.7
R-Sum
527
Learning From Noisy Correspondence With Tri-Partition for Cross-Modal Matching
2023-09-22
연결 없음
UGNCL
Image-to-text R@1
79.5
Image-to-text R@5
97.2
Image-to-text R@10
99.0
Text-to-image R@1
63.7
Text-to-image R@5
90.9
Text-to-image R@10
96.0
R-Sum
526.3
UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching
2024-07-11
코드 1
GSC-SGR
Image-to-text R@1
79.5
Image-to-text R@5
96.4
Image-to-text R@10
98.9
Text-to-image R@1
64.4
Text-to-image R@5
90.6
Text-to-image R@10
95.9
R-Sum
525.7
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning
2024-05-27
코드 1
CRCL
Image-to-text R@1
79.6
Image-to-text R@5
96.1
Image-to-text R@10
98.7
Text-to-image R@1
64.7
Text-to-image R@5
90.6
Text-to-image R@10
95.9
R-Sum
525.6
Cross-modal Active Complementary Learning with Self-refining Correspondence
2023-10-26
코드 1
LG-ITM-SGARF
Image-to-text R@1
79.6
Image-to-text R@5
96.5
Image-to-text R@10
98.5
Text-to-image R@1
64.4
Text-to-image R@5
90.0
Text-to-image R@10
95.9
R-Sum
524.9
Integrating Language Guidance Into Image-Text Matching for Correcting False Negatives
2023-03-24
코드 1
L2RM-SCARF
Image-to-text R@1
80.2
Image-to-text R@5
96.3
Image-to-text R@10
98.5
Text-to-image R@1
64.2
Text-to-image R@5
90.1
Text-to-image R@10
95.4
R-Sum
524.7
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
2024-03-08
코드 1
MSCN
Image-to-text R@1
78.1
Image-to-text R@5
97.2
Image-to-text R@10
98.8
Text-to-image R@1
64.3
Text-to-image R@5
90.4
Text-to-image R@10
95.8
R-Sum
524.6
Noisy Correspondence Learning with Meta Similarity Correction
2023-04-13
코드 1
NAC
Image-to-text R@1
80.3
Image-to-text R@5
96.2
Image-to-text R@10
98.5
Text-to-image R@1
63.2
Text-to-image R@5
90.3
Text-to-image R@10
96.0
R-Sum
524.5
NAC: Mitigating Noisy Correspondence in Cross-Modal Matching Via Neighbor Auxiliary Corrector
2024-03-18
연결 없음
SREM
Image-to-text R@1
78.5
Image-to-text R@5
96.8
Image-to-text R@10
98.8
Text-to-image R@1
63.8
Text-to-image R@5
90.4
Text-to-image R@10
95.8
R-Sum
524.1
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation
2023-12-27
연결 없음
BiCro*
Image-to-text R@1
78.8
Image-to-text R@5
96.1
Image-to-text R@10
98.6
Text-to-image R@1
63.7
Text-to-image R@5
90.3
Text-to-image R@10
95.7
R-Sum
523.2
BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency
2023-03-22
코드 1
CREAM
Image-to-text R@1
78.9
Image-to-text R@5
96.3
Image-to-text R@10
98.6
Text-to-image R@1
63.3
Text-to-image R@5
90.1
Text-to-image R@10
95.8
R-Sum
523
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining
2024-03-25
코드 1
REPAIR
Image-to-text R@1
78.3
Image-to-text R@5
96.8
Image-to-text R@10
98.3
Text-to-image R@1
62.5
Text-to-image R@5
89.8
Text-to-image R@10
95.5
R-Sum
521.2
REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
2024-03-13
연결 없음
LNC
Image-to-text R@1
78.2
Image-to-text R@5
95.8
Image-to-text R@10
98.5
Text-to-image R@1
62.6
Text-to-image R@5
89.4
Text-to-image R@10
95.4
R-Sum
519.9
Learning with Noisy Correspondence
2024-04-13
연결 없음
NCR
Image-to-text R@1
77.7
Image-to-text R@5
95.5
Image-to-text R@10
98.2
Text-to-image R@1
62.5
Text-to-image R@5
89.3
Text-to-image R@10
95.3
R-Sum
518.5
Learning with Noisy Correspondence for Cross-modal Matching
2021-12-01
코드 1
DECL-SGARF
Image-to-text R@1
77.5
Image-to-text R@5
95.9
Image-to-text R@10
98.4
Text-to-image R@1
61.7
Text-to-image R@5
89.3
Text-to-image R@10
95.4
R-Sum
518.2
Deep Evidential Learning with Noisy Correspondence for Cross-Modal Retrieval
2022-10-10
코드 1
RCL-SGR
Image-to-text R@1
77.0
Image-to-text R@5
95.5
Image-to-text R@10
98.1
Text-to-image R@1
61.3
Text-to-image R@5
88.8
Text-to-image R@10
94.8
R-Sum
515.5
Cross-Modal Retrieval with Partially Mismatched Pairs
2023-02-22
코드 1