| --- |
| pretty_name: SimplexTasks-12-data |
| license: cc-by-4.0 |
| task_categories: |
| - other |
| tags: |
| - conformal-prediction |
| - uncertainty-estimation |
| - simplex |
| - benchmark |
| - task-collection |
| configs: |
| - config_name: tasks |
| data_files: |
| - split: train |
| path: data/viewer/tasks.jsonl |
| --- |
| |
| # SimplexTasks-12-data |
|
|
| Dataset-style artifact for the SimplexUQ benchmark. |
|
|
| ## Official repository |
|
|
| Authors: Liang You, Hengyu Shi, and Dongwen Ou. |
|
|
| - Code: [liangyou03/SimplexUQ](https://github.com/liangyou03/SimplexUQ) |
| - Dataset: [liangyou03/SimplexTasks-12-data](https://huggingface.co/datasets/liangyou03/SimplexTasks-12-data) |
| - Corresponding author: Liang You (liangyou03@pitt.edu). |
|
|
| This personal-account release is synchronized from the anonymous review artifact |
| at revision `a3c1f1f3975cecaae991e8dd256c2e66cd42adf6`. The frozen data arrays |
| are unchanged; this is a repository and metadata update, not a new experiment run. |
| The source repository is |
| [anonymous0523ly/SimplexTasks-12-data](https://huggingface.co/datasets/anonymous0523ly/SimplexTasks-12-data). |
| Archived result summaries retain their original experiment protocols; they are |
| not a claim that every historical summary matches the final manuscript. |
|
|
| The repository retains the source artifact's license metadata. This does not |
| override task-specific source terms or grant new rights to third-party assets; |
| consult `LICENSE`, `ASSET_PROVENANCE_AND_TERMS.md`, and the task cards. |
|
|
| This bundle is artifact-first. Its primary contents are: |
|
|
| - `task_cards/` with one card per synthetic or real task |
| - `configs/` with method specs, benchmark task specs, and split policies |
| - `data/synthetic/` with frozen synthetic benchmark arrays |
| - `data/derived/` with frozen real-task derived arrays |
| - `data/summaries/` with metric summaries and figure/table inputs |
| - `data/viewer/tasks.jsonl` as the flat table used by the Hugging Face Dataset Viewer |
| - `docs/` with provenance, restricted-asset notes, and reviewer quickstart |
|
|
| The benchmark is designed to run on frozen derived arrays and fixed predictor |
| outputs. Restricted raw assets are intentionally excluded. |
|
|
| ## Top-Level Files |
|
|
| - `BENCHMARK_PROTOCOL.md` |
| - `EVALUATION_PROTOCOL.md` |
| - `ASSET_PROVENANCE_AND_TERMS.md` |
| - `COMPUTE_ENV.md` |
| - `REPRODUCIBILITY.md` |
| - `MANIFEST.json` |
| - `VALIDATION_REPORT.json` |
|
|
| ## Real-Task Derived Data |
|
|
| - `data/derived/cifar10_softmax/` |
| - `data/derived/topics_20newsgroups/` |
| - `data/derived/samson_unmixing/` |
| - `data/derived/pbmc_pseudobulk/` |
| - `data/derived/utkface_ldl/` |
| - `data/derived/affectivetext/` |
|
|
| ## Synthetic Data |
|
|
| - `data/synthetic/D1/` |
| - `data/synthetic/D2/` |
| - `data/synthetic/D3/` |
| - `data/synthetic/D4/` |
| - `data/synthetic/D5/` |
| - `data/synthetic/D6/` |
|
|
| ## Important Release Rule |
|
|
| The benchmark consumes frozen `(Y, U)` arrays, task-specific strata metadata, |
| and release notes for restricted assets. It is not a raw-data mirror. |
|
|
| ## Hugging Face Dataset Viewer |
|
|
| The viewer-facing dataset is intentionally limited to `data/viewer/tasks.jsonl`. |
| This flat JSONL table summarizes the 12 task cards with a uniform schema. The |
| other JSON, JSONL, CSV, and NumPy files in this repository are artifact inputs |
| for reproduction and should not be mixed into the Dataset Viewer table. |
|
|
