Futuremark/winml-test-set

WinML Test Set

Dataset Summary

WinML Test Set is an evaluation‑only collection for validating model accuracy and stability on Windows ML / DirectML / ONNX Runtime pipelines. It aggregates several permissively‑licensed sources and harmonizes schema for reproducible, regression‑grade testing across backends and versions. Not intended for training.

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Intended Use

• Accuracy and regression benchmarking of Windows ML / DirectML / ONNX Runtime pipelines.
• Cross‑version and cross‑backend consistency checks (CPU vs GPU / driver changes).
• CI/CD gates for non‑regression evaluation.

Out‑of‑Scope Uses

• Training or fine‑tuning models.
• Public leaderboard claims beyond this documented evaluation scope.
• Any use involving personal or sensitive data.

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Dataset Creation

Sources: See /SOURCES/ (one subfolder per upstream dataset). Curation: None — this distribution aggregates upstream subsets as‑is. Processing: None — no changes or label edits were applied in this release.

Sources & Provenance

Each upstream dataset has its own folder in /SOURCES// with:

SOURCE.md: provenance (URL, authors/publisher, license, retrieval date, included components). CHANGES.md: this release — no changes (aggregated as‑is). Maintaining per‑source provenance and change logs supports auditability and license forwarding.

Licensing

This is an aggregation. Each upstream subset retains its original license; you must comply with the license applicable to any subset you redistribute:

Apache‑2.0 subsets — include a copy of the license; preserve attribution/patent/trademark notices; if upstream shipped a NOTICE, reproduce it; indicate changes when you modify files (none in this release). CC BY 4.0 subsets (e.g., Sama‑Coco) — provide TASL attribution (Title–Author–Source–License), link to the license, and indicate if changes were made (none in this release). Do not add legal/technological restrictions that limit the freedoms granted by CC BY.

See /LICENSES for canonical texts and NOTICE for consolidated attribution (and any upstream NOTICE content). Our contributions in this repository (README, NOTICE, CHANGELOG, and any Futuremark‑authored split or metadata files) are released under CC0 1.0 (Public Domain Dedication). This applies only to our additions; upstream content remains under its original license. Documenting licensing and metadata in the card aids correct reuse on the Hub

Changelog

See CHANGELOG.md for versioned updates (counts, label changes, file moves).

Contact

For issues/takedowns: contact admin@futuremark.com. No endorsement is implied; trademarks belong to their owners.