Fashion IQ

Introduced by Wu et al. in Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback

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

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Benchmarks

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Task	Dataset Variant	Best Model
Image Retrieval	Fashion IQ	SPRC
Zero-Shot Composed Image Retrieval (ZS-CIR)	Fashion IQ	LinCIR
Image Retrieval with Multi-Modal Query	FashionIQ	ComposeAE
Virtual Try-on	FashionIQ	mm
Zero-Shot Composed Image Retrieval (ZS-CIR)	FashionIQ	SEARLE-XL-OTI