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--- |
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pretty_name: WinML Test Set |
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dataset_type: computer_vision |
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tags: |
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- evaluation |
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- accuracy-testing |
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- windows |
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- onnx |
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- directml |
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- regression |
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license: |
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- apache-2.0 |
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- cc-by-4.0 |
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- cc0-1.0 |
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task_categories: |
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- image-classification |
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- object-detection |
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- image-to-text |
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- image-segmentation |
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language: |
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- en |
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--- |
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# WinML Test Set |
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## Dataset Summary |
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**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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--- |
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## Intended Use |
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- **Accuracy** and **regression** benchmarking of **Windows ML / DirectML / ONNX Runtime** pipelines. |
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- Cross‑version and cross‑backend **consistency checks** (CPU vs GPU / driver changes). |
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- CI/CD gates for **non‑regression** evaluation. |
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### Out‑of‑Scope Uses |
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- Training or fine‑tuning models. |
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- Public leaderboard claims beyond this documented evaluation scope. |
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- Any use involving personal or sensitive data. |
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--- |
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### Dataset Creation |
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Sources: See /SOURCES/ (one subfolder per upstream dataset). |
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Curation: None — this distribution aggregates upstream subsets as‑is. |
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Processing: None — no changes or label edits were applied in this release. |
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### Sources & Provenance |
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Each upstream dataset has its own folder in /SOURCES/<name>/ with: |
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SOURCE.md: provenance (URL, authors/publisher, license, retrieval date, included components). |
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CHANGES.md: this release — no changes (aggregated as‑is). |
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Maintaining per‑source provenance and change logs supports auditability and license forwarding. |
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### Licensing |
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This is an aggregation. Each upstream subset retains its original license; you must comply with the license applicable to any subset you redistribute: |
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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). |
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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. |
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See /LICENSES for canonical texts and NOTICE for consolidated attribution (and any upstream NOTICE content). |
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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 |
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### Changelog |
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See CHANGELOG.md for versioned updates (counts, label changes, file moves). |
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#### Contact |
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For issues/takedowns: contact admin@futuremark.com. No endorsement is implied; trademarks belong to their owners. |
