Recall@1: 12.2Recall@5: 31.9Recall@10: 43.1
Papers with Code · CC BY-SA 4.0
Image Retrieval with Multi-Modal Query
The problem of retrieving images from a database based on a multi-modal (image- text) query. Specifically, the query text prompts some modification in the query image and the task is to retrieve images with the desired modifications.
개요는 각 항목의 일부입니다. 위 탭에서 전체 기록을 페이지별로 탐색할 수 있습니다.
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Dataset기록된 모델 예시MetricPaperCode
X2-VLM (large)
Image-to-text R@1: 98.8Image-to-text R@10: 100Image-to-text R@5: 100Text-to-image R@1: 91.8
논문
코드
InternVL-G
Image-to-text R@1: 95.7Image-to-text R@5: 99.7Image-to-text R@10: 99.9Text-to-image R@1: 85.0
논문
코드
InternVL-G
Image-to-text R@1: 74.9Image-to-text R@5: 91.3Image-to-text R@10: 95.2Text-to-image R@1: 58.6
논문
코드
ReCon
Image-to-text R@1: 80.9Image-to-text R@5: 96.6Image-to-text R@10: 98.8Text-to-image R@1: 65.2
논문
코드
ReCon
Image-to-text R@1: 80.3Image-to-text R@5: 95.3Image-to-text R@10: 97.8Text-to-image R@1: 61.6
논문
코드
ReCon
Image-to-text R@1: 43.1Image-to-text R@5: 68.7Image-to-text R@10: 78.1Text-to-image R@1: 44.9
논문
코드
데이터셋
24개논문
Recall@1: 13.9Recall@5: 35.5Recall@10: 47.9
Recall@1: 11.9Recall@5: 31.0Recall@10: 42.0
Recall@1: 13Recall@10: 40.5Recall@50: 62.4
Recall@1: 8.8Recall@5: 27.3Recall@10: 39.1
Recall@1: 23.4Recall@10: 52.0Recall@50: 72.0
Recall@1: 21.8Recall@10: 52.1Recall@50: 70.2
Recall@1: 10.1Recall@5: 27.7Recall@10: 38.3
Recall@1: 12.2Recall@10: 40Recall@50: 61.7
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