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Zero Shot Composed Image Retrieval Zs Cir On 5

评估指标

Average Recall

评测结果

各个模型在此基准测试上的表现结果

模型名称
Average Recall
Paper TitleRepository
SEARLE-OTI (CLIP B/32)12.77Zero-Shot Composed Image Retrieval with Textual Inversion
SEARLE-XL-OTI (CLIP B/32)20.42Zero-Shot Composed Image Retrieval with Textual Inversion
SEARLE-XL (CLIP L/14)21.54Zero-Shot Composed Image Retrieval with Textual Inversion
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
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
LinCIR (CLIP L/14)21.64Language-only Efficient Training of Zero-shot Composed Image Retrieval
SEARLE (CLIP B/32)11.94Zero-Shot Composed Image Retrieval with Textual Inversion
Pic2Word18.85Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
Context-I2W20.25Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval
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