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zero-shot-composed-image-retrieval-zs-cir-on-4

Composed Image Retrieval (CoIR)Zero-Shot Composed Image Retrieval (ZS-CIR)
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PaperCodeActions Recall@5ModelNameReleaseDate
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval✓ Link32.55iSEARLE-XL-OTI (CLIP L/14)2024-05-05
Zero-Shot Composed Image Retrieval with Textual Inversion✓ Link31.43SEARLE-XL-OTI (CLIP L/14)2023-03-27
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval✓ Link30.05iSEARLE-XL (CLIP L/14)2024-05-05
Zero-Shot Composed Image Retrieval with Textual Inversion✓ Link29.02SEARLE-XL (CLIP L/14)2023-03-27
Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval✓ Link28.5Context-I2W2023-09-28
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval✓ Link26.63iSEARLE-OTI (CLIP B/32)2024-05-05
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval✓ Link26.40iSEARLE (CLIP B/32)2024-05-05
Zero-Shot Composed Image Retrieval with Textual Inversion✓ Link26.00SEARLE-OTI (CLIP B/32)2023-03-27
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval✓ Link24.8Pic2Word2023-02-06
Zero-Shot Composed Image Retrieval with Textual Inversion✓ Link24.58SEARLE (CLIP B/32)2023-03-27
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