---
pretty_name: SimplexTasks-12-data
license: other
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.

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.