← Cross-Modal Retrieval

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RSITMD

아카이브 평가 10건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

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
모델	원본 지표·값	논문	구현
HarMA (w/ GeoRSCLIP)	Mean Recall 52.27% Image-to-text R@1 32.74% text-to-imageR@1 25.62%	Efficient Remote Sensing with Harmonized Transfer Learning and Modality Alignment 2024-04-28	코드 1
GeoRSCLIP-FT	Mean Recall 51.81% Image-to-text R@1 32.30% text-to-imageR@1 25.04%	RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing 2023-06-20	코드 1
GLISA	Mean Recall 50.69% Image-to-text R@1 32.08% text-to-imageR@1 23.36%	Global–Local Information Soft-Alignment for Cross-Modal Remote-Sensing Image–Text Retrieval 2024-05-14	연결 없음
RemoteCLIP	Mean Recall 50.52% Image-to-text R@1 28.76% text-to-imageR@1 23.76%	RemoteCLIP: A Vision Language Foundation Model for Remote Sensing 2023-06-19	코드 1
PE-RSITR (MRS-Adapter)	Mean Recall 44.47% Image-to-text R@1 23.67% text-to-imageR@1 20.10%	Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval 2023-08-24	코드 1
PIR	Mean Recall 38.24% Image-to-text R@1 18.14% text-to-imageR@1 12.17%	A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval 2023-10-27	코드 1
DOVE	Mean Recall 37.73% Image-to-text R@1 16.81% text-to-imageR@1 12.20%	Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text Retrieval 2023-10-12	연결 없음
GaLR	Mean Recall 31.41% Image-to-text R@1 14.82% text-to-imageR@1 11.15%	Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information 2022-04-21	코드 1
SWAN	Mean Recall 34.11% Image-to-text R@1 13.35% text-to-imageR@1 11.24%	Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal Retrieval 2023-06-12	코드 1 · 코드 2
AMFMN	Mean Recall 29.72% Image-to-text R@1 10.63% text-to-imageR@1 11.51%	Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval 2022-04-21	코드 1