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Composed Image Retrieval (CoIR)

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋
하위 태스크
1
평가표
2
보존된 평가 기록
2

Composed Image Retrieval (CoIR) is the task involves retrieving images from a large database based on a query composed of multiple elements, such as text, images, and sketches. The goal is to develop algorithms that can understand and combine multiple sources of information to accurately retrieve images that match the query, extending the user’s expression ability.

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

CIRR

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 47건

CIRCO

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 43건

Fashion IQ

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 41건

ImageNet-R

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 20건

GeneCIS

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 11건

ImageNet

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 11건

COCO (Common Objects in Context)

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 10건

Large Time Lags Location (LTLL)

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 6건

MiniDomainNet

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 6건

NICO++

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 6건

PatternCom

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 2건

CIRR

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR)

평가 기록 1건

Fashion IQ

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR)

평가 기록 1건

FashionIQ

원본 태스크: Image Retrieval / Composed Image Retrieval (CoIR) / Zero-Shot Composed Image Retrieval (ZS-CIR)

평가 기록 1건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.