| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Composed Image Retrieval | Fashion-IQ (test) | Average Recall@100.6259 | 169 | |
| Composed Image Retrieval | Fashion-IQ | Average Recall@5082.01 | 80 | |
| Composed Image Retrieval | Fashion-IQ Toptee (val) | Recall@1050.48 | 25 | |
| Composed Image Retrieval | Fashion-IQ Dress (val) | Recall@1038.57 | 25 | |
| Attribute Manipulation | Fashion-IQ | Dress Recall@1031.6 | 12 | |
| Image-Text Retrieval | Fashion-IQ (test) | Avg Recall@(10, 50)48.53 | 10 | |
| Attribute Manipulation | Fashion-IQ (val) | Dress R@1023.1 | 8 | |
| Composed Image Retrieval | Fashion-IQ synthetic triplet datasets (test) | Recall@1039.1 | 7 |