| --- |
| pretty_name: WinML Test Set |
| dataset_type: computer_vision |
| tags: |
| - evaluation |
| - accuracy-testing |
| - windows |
| - onnx |
| - directml |
| - regression |
| license: |
| - apache-2.0 |
| - cc-by-4.0 |
| - cc0-1.0 |
| task_categories: |
| - image-classification |
| - object-detection |
| - image-to-text |
| - image-segmentation |
| language: |
| - en |
| --- |
| |
| # 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.* |
|
|
| --- |
|
|
| ## 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. |
|
|
| --- |
|
|
| ### 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/<name>/ 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. |
