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Zero Shot Composed Image Retrieval Zs Cir On 5

Metrics

Average Recall

Results

Performance results of various models on this benchmark

Paper TitleRepository
iSEARLE-XL (CLIP L/14)24.46iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
iSEARLE-XL-OTI (CLIP L/14)22.59iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
LinCIR (CLIP L/14)21.64Language-only Efficient Training of Zero-shot Composed Image Retrieval
SEARLE-XL (CLIP L/14)21.54Zero-Shot Composed Image Retrieval with Textual Inversion
SEARLE-XL-OTI (CLIP B/32)20.42Zero-Shot Composed Image Retrieval with Textual Inversion
Context-I2W20.25Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval
Pic2Word18.85Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
iSEARLE (CLIP B/32)16.01iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
iSEARLE-OTI (CLIP B/32)15.62iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
SEARLE-OTI (CLIP B/32)12.77Zero-Shot Composed Image Retrieval with Textual Inversion
SEARLE (CLIP B/32)11.94Zero-Shot Composed Image Retrieval with Textual Inversion
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Zero Shot Composed Image Retrieval Zs Cir On 5 | SOTA | HyperAI