All datasets / Search & relevance

Wayfair WANDS

Human-labeled search relevance data connecting home-furnishing queries with Wayfair products.

View source on GitHub ↗Open license stated

What the resource contains

  • 480 search queries
  • 42,994 product records with names, descriptions, categories and features
  • 233,448 query-product judgments: Exact, Partial or Irrelevant

Potential uses

  • Benchmark semantic search
  • Train relevance classifiers
  • Compare keyword and embedding retrieval

Access & formats

CSV. Repository files. Follow the project’s instructions on GitHub; some resources require external files, registration or approval.

License & reuse

The project explicitly releases WANDS under the MIT license. Retain the applicable notice and review the source terms.

Important limitations

Historical search judgments cover a specific retail domain; they are not representative of every product category.

Source & attribution

wayfair — original GitHub project ↗

Documentation reviewed 2026-09-24. Review scope and licensing notes. Suggest a correction.

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