Near-Duplicate Childrenswear Product Retrieval Disambiguation Benchmark

#product retrieval #fine-grained attribute matching #near-duplicate product disambiguation #childrenswear e-commerce #product search disambiguation #apparel catalog matching

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-25

AI Analysis & Value Prop

This benchmark contains childrenswear product documents with similar styles or descriptions but differences in key catalog attributes such as color, size, and material, alongside queries designed to identify those differences. Each record provides a candidate product, a relevance label, distinguishing attributes, and a match rationale, enabling evaluation of query-document matching models on easily confused products. It supports childrenswear catalog search, product-matching model development, and retrieval quality evaluation.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
query_text	string	The original user query for childrenswear products, which may specify requirements such as color, size, material, or style.
match_reason	string	A brief explanation of whether the candidate product meets the query requirements, including the key attribute differences or evidence for the match.
relevance_label	string	The standard match label assigned according to whether the candidate product's key attributes align with the query intent.
product_document	object	The original catalog document for a candidate childrenswear product, including its description and key attributes used to distinguish similar products.
distinguishing_attributes	array	The key catalog attributes that determine whether the query and candidate product match, such as color, size, or material.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What does the dataset contain?: Records include childrenswear search queries, candidate product catalog documents, relevance judgments, distinguishing attributes, and match rationales, with a focus on easily confused similar products.

How does the dataset represent differences between similar products?: A query and candidate product may have similar styles or descriptions while matching or differing on key attributes such as color, size, and material. The distinguishing attributes and match rationale fields explain the basis for each judgment.

Which tasks can this dataset support?: It can support query-product matching, similar-product disambiguation, document retrieval, and relevance classification. It is also useful for assessing whether catalog search systems satisfy specific product attribute requirements.

What are the dataset size and licensing terms?: The information provided does not specify the sample count or license terms. Before obtaining the dataset, check the product page for its specifications, delivery method, and license, and confirm that the permitted use fits your application.

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Cite this Work

@dataset{Mobiusi2026,
  title={Near-Duplicate Childrenswear Product Retrieval Disambiguation Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/22949891a3869bd732ed13aeca1f947e},
  urldate={2026-10-21},
  keywords={childrenswear product retrieval,similar product matching,e-commerce search benchmark,product catalog data,query-document matching,relevance evaluation,children&#039;s clothing attributes,search model evaluation},
  version={1.0}
}

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