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zero-shot-composed-image-retrieval-zs-cir-on-11

Composed Image Retrieval (CoIR)Zero-Shot Composed Image Retrieval (ZS-CIR)
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PaperCodeA-R@1A-R@1ModelNameReleaseDate
Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval✓ Link19.6OSrCIR (CLIP G/14)2024-12-15
Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval✓ Link17.9OSrCIR (CLIP L/14)2024-12-15
Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval✓ Link17.4OSrCIR (CLIP B/32)2024-12-15
Zero-Shot Composed Image Retrieval with Textual Inversion✓ Link14.4SEARLE (CLIP B/32)2023-03-27
Zero-Shot Composed Image Retrieval with Textual Inversion✓ Link14.4SEARLE (CLIP L/14)2023-03-27
Language-only Efficient Training of Zero-shot Composed Image Retrieval✓ Link13.7LinCIR (CLIP G/14)2023-12-04
Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval✓ Link12.7Context-I2W (CLIP L/14)2023-09-28
Language-only Efficient Training of Zero-shot Composed Image Retrieval✓ Link12.2LinCIR (CLIP L/14)2023-12-04
Vision-by-Language for Training-Free Compositional Image Retrieval✓ Link15.9CIReVL (CLIP B/32)2023-10-13
Vision-by-Language for Training-Free Compositional Image Retrieval✓ Link15.9CIReVL (CLIP L/14)2023-10-13
Vision-by-Language for Training-Free Compositional Image Retrieval✓ Link17.4CIReVL (CLIP G/14)2023-10-13
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