SOTAVerified

Composed Image Retrieval (CoIR)

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.

Papers

Showing 1114 of 14 papers

TitleStatusHype
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty RegularizationCode1
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based FeaturesCode1
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language ModelsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CoVR-BLIP-2R@150.43Unverified
#ModelMetricClaimedVerifiedStatus
1CoVR-BLIP-2(Recall@10+Recall@50)/260.57Unverified