← Cross-Modal Retrieval

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Recipe1M

아카이브 평가 9건 · 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
VLPCook (R1M+)	Image-to-text R@1 74.9 Text-to-image R@1 75.6	Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval 2022-12-08	코드 1
VLPCook	Image-to-text R@1 73.6 Text-to-image R@1 74.7	Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval 2022-12-08	코드 1
T-Food (CLIP)	Image-to-text R@1 72.3 Text-to-image R@1 72.6	Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval 2022-04-20	코드 1
T-Food	Image-to-text R@1 68.2 Text-to-image R@1 68.3	Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval 2022-04-20	코드 1
X-MRS	Image-to-text R@1 64 Text-to-image R@1 63.9	Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Representation Learning 2020-12-02	연결 없음
H-T	Image-to-text R@1 60.0 Text-to-image R@1 60.3	Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning 2021-03-24	코드 1
SCAN	Image-to-text R@1 54.0 Text-to-image R@1 54.9	Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes with Semantic Consistency and Attention Mechanism 2020-03-09	연결 없음
ACME	Image-to-text R@1 51.8 Text-to-image R@1 52.8	Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images 2019-05-03	코드 1 · 코드 2
AdaMine	Image-to-text R@1 39.8 Text-to-image R@1 40.2	Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings 2018-04-30	코드 1