Menswear Fit and Size Query Matching Dataset

#semantic matching #query-product retrieval #size and fit information matching #menswear e-commerce search #clothing size recommendation #apparel catalog matching

5000
0.5GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-25

AI Analysis & Value Prop

This dataset pairs user queries containing menswear fit or size expressions, such as slim, regular, relaxed, or long, with catalog entries that provide fit descriptions, size information, or size charts. It includes the original query and catalog text, fit and size expressions, match relations, and explanations. The annotations support training and evaluation for e-commerce query-to-product matching, attribute understanding, and relation classification.

Dataset Insights

Sample Examples

{}

Technical Specifications

Field	Type	Description
file_name	string	File name
query_text	string	The original user query about fit, size, or a related product.
match_relation	string	The labeled relationship between the user's query expressions and the product catalog information.
match_explanation	string	A brief explanation of the matching decision, including the fit and size dimensions that match or do not match.
catalog_entry_text	string	The original catalog entry containing menswear fit details, size information, or a size chart.
query_fit_expression	string	The fit expression extracted from the user query, such as slim, regular, relaxed, or long. An empty string is used if no fit expression is mentioned.
query_size_expression	string	The size or measurement expression extracted from the user query. An empty string is used if none is mentioned.
catalog_fit_expression	string	The fit expression extracted from the product catalog entry. An empty string is used if no fit expression is provided.
catalog_size_information	string	Size descriptions, size chart content, or related measurements extracted from the product catalog entry. An empty string is used if no size information is provided.

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?: It contains user queries about menswear fit or size, corresponding product catalog entries, extracted fit and size information, match relations, and explanations of the matching decisions.

Which training tasks does it support?: It supports query-to-product matching, semantic matching, fit and size attribute extraction, and match-relation classification. It can also help develop e-commerce search and shopping assistant features.

What type of data is provided?: The schema is centered on text queries, product catalog text, and structured annotations, including information related to size descriptions or size charts. Check the product page for the specific file format and dataset size.

How can I obtain the data and verify its license?: Check the dataset product page for available access methods, license scope, and usage restrictions. Review the applicable terms before using the data in commercial projects or public releases.

Can't find the data you need?

Post a request and let data providers reach out to you.

Get this Dataset

Verified for Enterprise Use

Cite this Work

@dataset{Mobiusi2026,
  title={Menswear Fit and Size Query Matching Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/94277a2b71660ed742998fb8b18e421f},
  urldate={2026-10-19},
  keywords={menswear dataset,fit matching,size queries,product search data,e-commerce query matching,menswear catalog,size chart understanding,query-document matching},
  version={1.0}
}

Using this in research? Please cite us.

placeholder

Products

Scene

Domain

Modality

Task