task_id stringlengths 9 26 | task_name stringlengths 9 31 | task_type stringclasses 2
values | source stringclasses 7
values | card_path stringlengths 30 43 |
|---|---|---|---|---|
affectivetext_emotions | SemEval AffectiveText emotions | real | SemEval-2007 Task 14 AffectiveText | task_cards/real/affectivetext.md |
cifar10_softmax | CIFAR-10 softmax | real | CIFAR-10 | task_cards/real/cifar10_softmax.md |
pbmc3k_pseudobulk | PBMC3K pseudobulk deconvolution | real | PBMC3K single-cell reference | task_cards/real/pbmc_pseudobulk.md |
samson_unmixing | Samson hyperspectral unmixing | real | Samson ROI hyperspectral benchmark | task_cards/real/samson_unmixing.md |
topics_20ng | 20 Newsgroups topics | real | 20 Newsgroups | task_cards/real/topics_20newsgroups.md |
utkface_age_ldl | UTKFace age label distributions | real | UTKFace aligned-and-cropped images | task_cards/real/utkface_ldl.md |
d1_homogeneous | d1 homogeneous | synthetic | Synthetic DGP | task_cards/synthetic/D1_homogeneous.md |
d2_pure_scale | d2 pure scale | synthetic | Synthetic DGP | task_cards/synthetic/D2_smooth_scale.md |
d3_discrete_groups_aligned | d3 discrete groups aligned | synthetic | Synthetic DGP | task_cards/synthetic/D3_aligned_discrete.md |
d4_model_bias | d4 model bias | synthetic | Synthetic DGP | task_cards/synthetic/D4_bias_type.md |
d5_heavy_tail | d5 heavy tail | synthetic | Synthetic DGP | task_cards/synthetic/D5_heavy_tail.md |
d6_high_k | d6 high k | synthetic | Synthetic DGP | task_cards/synthetic/D6_highK.md |
SimplexTasks-12-data
Dataset-style artifact for the SimplexUQ benchmark.
Official repository
Authors: Liang You, Hengyu Shi, and Dongwen Ou.
- Code: liangyou03/SimplexUQ
- Dataset: 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.
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 taskconfigs/with method specs, benchmark task specs, and split policiesdata/synthetic/with frozen synthetic benchmark arraysdata/derived/with frozen real-task derived arraysdata/summaries/with metric summaries and figure/table inputsdata/viewer/tasks.jsonlas the flat table used by the Hugging Face Dataset Viewerdocs/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.mdEVALUATION_PROTOCOL.mdASSET_PROVENANCE_AND_TERMS.mdCOMPUTE_ENV.mdREPRODUCIBILITY.mdMANIFEST.jsonVALIDATION_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.
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