Image Retrieval On Crepe Vision Language
المقاييس
Recall@1 (HN-Atom + HN-Comp, SC)
Recall@1 (HN-Atom + HN-Comp, UC)
Recall@1 (HN-Atom, UC)
Recall@1 (HN-Comp, UC)
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
جدول المقارنة
| اسم النموذج | Recall@1 (HN-Atom + HN-Comp, SC) | Recall@1 (HN-Atom + HN-Comp, UC) | Recall@1 (HN-Atom, UC) | Recall@1 (HN-Comp, UC) |
|---|---|---|---|---|
| crepe-can-vision-language-foundation-models | 37.01 | 30.81 | 44.93 | 59.00 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 37.3 | 44.1 |
| crepe-can-vision-language-foundation-models | 23.26 | 19.96 | 34.88 | 45.27 |
| crepe-can-vision-language-foundation-models | 39.44 | 33.81 | 47.86 | 60.78 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 36.7 | 42.9 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 40.9 | 72.4 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 39.0 | 38.8 |
| crepe-can-vision-language-foundation-models | 34.28 | 28.00 | 42.75 | 54.80 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 38.3 | 36.4 |
| crepe-can-vision-language-foundation-models | 22.74 | 20.50 | 39.50 | 39.56 |
| crepe-can-vision-language-foundation-models | 37.32 | 32.26 | 46.53 | 60.19 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 35.6 | 45.8 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 39.5 | 39.8 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 35.0 | 45.1 |
| crepe-can-vision-language-foundation-models | 9.09 | 9.09 | 20.00 | 14.29 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 41.4 | 82.0 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 44.4 | 92.6 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 37.5 | 53.1 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 44.5 | 92.1 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 39.6 | 80.3 |
| coarse-to-fine-contrastive-learning-in-image | - | - | 41.5 | 48.8 |
| crepe-can-vision-language-foundation-models | 23.38 | 20.08 | 39.85 | 39.83 |