Datasets › Fashion IQ
Fashion IQ
Fashion IQ support and advance research on interactive fashion image retrieval. Fashion IQ is the first fashion dataset to provide human-generated captions that distinguish similar pairs of garment images together with side-information consisting of real-world product descriptions and derived visual attribute labels for these images.
Source: Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback
Benchmarks archive 2025-07-28
All 6 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Zero-Shot Composed Image Retrieval (ZS-CIR) | Fashion IQ | RTD + LinCIR (CLIP G/14) (Recall@10+Recall@50)/2 56.74 | An Efficient Post-hoc Framework for Reducing Task... | navervision/lincir | 41 | Compare |
| Image Retrieval | Fashion IQ | DQU-CIR (Recall@10+Recall@50)/2 71.77 | — | — | 22 | Compare |
| Image Retrieval with Multi-Modal Query | FashionIQ | ComposeAE Recall@10 11.8 | Compositional Learning of Image-Text Query for Image Retrieval | ecom-research/ComposeAE | 2 | Compare |
| Composed Image Retrieval (CoIR) | Fashion IQ | CoVR-BLIP-2 (Recall@10+Recall@50)/2 60.57 | CoVR-2: Automatic Data Construction for Composed Video Retrieval | lucas-ventura/CoVR | 1 | Compare |
| Virtual Try-on | FashionIQ | mm 10 fold Cross validation 66 | SwapNet: Garment Transfer in Single View Images | andrewjong/SwapNet | 1 | Compare |
| Zero-Shot Composed Image Retrieval (ZS-CIR) | FashionIQ | SEARLE-XL-OTI R@10 27.61 | Zero-Shot Composed Image Retrieval with Textual Inversion | miccunifi/searle +1 | 1 | Compare |
Papers archive 2025-07-28
30 shown of 41 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 102. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 41 is in the JSON twin.
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- FashionIQ
- Fashion IQ
2 variant names, as the archive lists them.
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