Dataset · Hugging Face

srpone/look-bench

Name: look-bench
Creator: srpone
License: apache-2.0
Keywords: task_categories:image-feature-extraction, task_categories:zero-shot-image-classification, language:en, license:apache-2.0, size_categories:10K<n<100K, format:parquet, modality:image, modality:text, library:datasets, library:dask, library:mlcroissant, library:polars, arxiv:2601.14706, region:us, fashion

LookBench: A Live and Holistic Fashion Image Retrieval Benchmark LookBench is a large-scale, open benchmark for fashion image retrieval, designed to evaluate modern vision and vision–language models under realistic, contamination-aware settings. The benchmark emphasizes live data, domain diversity, and holistic retrieval tasks spanning both single-item and outfit-level scenarios. This dataset accompanies the paper LookBench: A Live and Holistic Open Benchmark for Fashion Image… See the full description on the dataset page: https://huggingface.co/datasets/srpone/look-bench.

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Author / organization	srpone
License (as declared)	apache-2.0
Downloads	348 (as reported by Hugging Face)
Likes	6
Created	7 December 2025
Last updated at source	26 January 2026

fashionimage-retrievalbenchmarke-commercevisual-search

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