OpenCodePapers
zero-shot-composed-image-retrieval-zs-cir-on-5
Composed Image Retrieval (CoIR)
Zero-Shot Composed Image Retrieval (ZS-CIR)
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Paper
Code
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ModelName
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iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
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24.46
iSEARLE-XL (CLIP L/14)
2024-05-05
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
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22.59
iSEARLE-XL-OTI (CLIP L/14)
2024-05-05
Language-only Efficient Training of Zero-shot Composed Image Retrieval
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21.64
LinCIR (CLIP L/14)
2023-12-04
Zero-Shot Composed Image Retrieval with Textual Inversion
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21.54
SEARLE-XL (CLIP L/14)
2023-03-27
Zero-Shot Composed Image Retrieval with Textual Inversion
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20.42
SEARLE-XL-OTI (CLIP B/32)
2023-03-27
Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval
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20.25
Context-I2W
2023-09-28
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
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18.85
Pic2Word
2023-02-06
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
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16.01
iSEARLE (CLIP B/32)
2024-05-05
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
✓ Link
15.62
iSEARLE-OTI (CLIP B/32)
2024-05-05
Zero-Shot Composed Image Retrieval with Textual Inversion
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12.77
SEARLE-OTI (CLIP B/32)
2023-03-27
Zero-Shot Composed Image Retrieval with Textual Inversion
✓ Link
11.94
SEARLE (CLIP B/32)
2023-03-27