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This dataset includes 21,889 outfits from polyvore.com for training, validation, and testing. Each outfit contains name, view count, clothing items, image URL, likes, upload date, and description. The dataset also provides question‑answer pairs for evaluating fill‑in‑the‑blank fashion recommendation tasks, as well as data for fashion compatibility prediction tasks.