Zero Shot Composed Image Retrieval Zs Cir On 4
Metrics
Actions Recall@5
Results
Performance results of various models on this benchmark
Model Name | Actions Recall@5 | Paper Title | Repository |
|---|---|---|---|
| SEARLE (CLIP B/32) | 24.58 | Zero-Shot Composed Image Retrieval with Textual Inversion | |
| SEARLE-OTI (CLIP B/32) | 26.00 | Zero-Shot Composed Image Retrieval with Textual Inversion | |
| iSEARLE-OTI (CLIP B/32) | 26.63 | iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval | |
| iSEARLE-XL-OTI (CLIP L/14) | 32.55 | iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval | |
| SEARLE-XL-OTI (CLIP L/14) | 31.43 | Zero-Shot Composed Image Retrieval with Textual Inversion | |
| Pic2Word | 24.8 | Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval | |
| Context-I2W | 28.5 | Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval | |
| iSEARLE-XL (CLIP L/14) | 30.05 | iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval | |
| iSEARLE (CLIP B/32) | 26.40 | iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval | |
| SEARLE-XL (CLIP L/14) | 29.02 | Zero-Shot Composed Image Retrieval with Textual Inversion |
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