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Zero Shot Composed Image Retrieval Zs Cir On 4
평가 지표
Actions Recall@5
평가 결과
이 벤치마크에서 각 모델의 성능 결과
| Paper Title | ||
|---|---|---|
| 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 |
| iSEARLE-XL (CLIP L/14) | 30.05 | 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 |
| Context-I2W | 28.5 | Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval |
| iSEARLE-OTI (CLIP B/32) | 26.63 | 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-OTI (CLIP B/32) | 26.00 | Zero-Shot Composed Image Retrieval with Textual Inversion |
| Pic2Word | 24.8 | Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval |
| SEARLE (CLIP B/32) | 24.58 | Zero-Shot Composed Image Retrieval with Textual Inversion |
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