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
Sentence-level Prompts Benefit Composed Image RetrievalCode1
Bi-directional Training for Composed Image Retrieval via Text Prompt LearningCode1
Zero-Shot Composed Image Retrieval with Textual InversionCode1
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal EncoderCode1
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Benchmark Results

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