| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Retrieval | FashionGen (test) | R@170.12 | 22 | |
| Image-to-Text Retrieval | FashionGen (test) | R@173.14 | 22 | |
| Subcategory Recognition | FashionGen (test) | Accuracy94.67 | 8 | |
| Image Captioning | FashionGen (test) | BLEU30.73 | 7 | |
| Cross-modal Retrieval | FashionGen full 31 (test) | Recall@158.63 | 6 | |
| Text-to-Image Retrieval | FashionGen 31 (test) | R@162.82 | 6 | |
| Image-to-Text Retrieval | FashionGen 31 (test) | Recall@154.43 | 6 | |
| Classification | FashionGen Sub-class (test) | Accuracy38.7 | 5 | |
| Classification | FashionGen Super-class (test) | Accuracy55.3 | 5 | |
| Subcategory Recognition | FashionGen | Accuracy94.33 | 4 | |
| Category Recognition | FashionGen | Accuracy98.34 | 4 |