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Image Retrieval

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋
하위 태스크
10
평가표
56
보존된 평가 기록
372

Image Retrieval is a fundamental and long-standing computer vision task that involves finding images similar to a given query from a large database. It is often considered a form of fine-grained, instance-level classification. The task is integral to image recognition alongside classification and cross-modal retrieval. By leveraging visual similarity and other criteria, image retrieval enables users to efficiently discover relevant images, making it a crucial tool in applications such as search and recommendation.

Extending CLIP for Category-to-image Retrieval in E-commerce

<span style="color:grey; opacity: 0.6">( Image credit: DELF )</span>

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

ROxford (Hard)

원본 태스크: Image Retrieval

평가 기록 23건

RParis (Hard)

원본 태스크: Image Retrieval

평가 기록 23건

Fashion IQ

원본 태스크: Image Retrieval

평가 기록 22건

ImageNet-R

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

평가 기록 20건

CIRR

원본 태스크: Image Retrieval

평가 기록 17건

SOP

원본 태스크: Image Retrieval

평가 기록 14건

Flickr30k-CN

원본 태스크: Image Retrieval

평가 기록 11건

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

Oxf5k

원본 태스크: Image Retrieval

평가 기록 11건

University-1652

원본 태스크: Image Retrieval / Content-Based Image Retrieval / Drone-view target localization

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

iNaturalist

원본 태스크: Image Retrieval

평가 기록 10건

COCO-CN

원본 태스크: Image Retrieval

평가 기록 9건

Flickr30k

원본 태스크: Image Retrieval

평가 기록 9건

Oxf105k

원본 태스크: Image Retrieval

평가 기록 9건

CARS196

원본 태스크: Image Retrieval

평가 기록 8건

Chairs

원본 태스크: Image Retrieval / Sketch-Based Image Retrieval

평가 기록 8건

CUB-200-2011

원본 태스크: Image Retrieval

평가 기록 8건

Handbags

원본 태스크: Image Retrieval / Sketch-Based Image Retrieval

평가 기록 8건

In-Shop

원본 태스크: Image Retrieval

평가 기록 7건

Par106k

원본 태스크: Image Retrieval

평가 기록 7건

Par6k

원본 태스크: Image Retrieval

평가 기록 7건

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

University-1652

원본 태스크: Image Retrieval / Content-Based Image Retrieval / Drone navigation

평가 기록 6건

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