Datasets:

liangyou03
/

SimplexTasks-12-data

@@ -13,7 +13,9 @@ Every benchmark slice fixes the predictor first and then varies only the conform
 - Default strata are entropy bins, boundary bins, or task-specific dominant-group partitions.
 - Sensitivity sweeps use fixed alternative stratifications defined from cached prediction vectors only.
-- Stratification maps are not tuned per wrapper and do not depend on calibration/test responses.
 ## Main Metrics

 - Default strata are entropy bins, boundary bins, or task-specific dominant-group partitions.
 - Sensitivity sweeps use fixed alternative stratifications defined from cached prediction vectors only.
+- For repeated-split experiments, one response-free stratification map is computed on the frozen prediction matrix `U` before splitting; calibration and test strata are obtained by indexing that same label vector.
+- For synthetic repetitions, the same rule is applied once per generated draw before the calibration/test split.
+- Stratification maps are not tuned per wrapper and do not depend on calibration/test responses. Separate calibration/test re-binning is diagnostic-only and is not the paper protocol.
 ## Main Metrics

README.md CHANGED Viewed

@@ -2,19 +2,18 @@
 pretty_name: SimplexTasks-12-data
 license: other
 task_categories:
-  - other
 tags:
-  - conformal-prediction
-  - uncertainty-estimation
-  - simplex
-  - benchmark
-  - task-collection
 configs:
-  - config_name: default
-    data_files:
-      - split: train
-        path: data/summaries/viewer_metadata.jsonl
 ---
 # SimplexTasks-12-data
@@ -28,6 +27,7 @@ This bundle is artifact-first. Its primary contents are:
 - `data/synthetic/` with frozen synthetic benchmark arrays
 - `data/derived/` with frozen real-task derived arrays
 - `data/summaries/` with metric summaries and figure/table inputs
 - `docs/` with provenance, restricted-asset notes, and reviewer quickstart
 The benchmark is designed to run on frozen derived arrays and fixed predictor
@@ -64,4 +64,11 @@ outputs. Restricted raw assets are intentionally excluded.
 ## 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.

 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
 - `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
 ## 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.

data/summaries/figure_inputs/d2_pure_scale.json CHANGED Viewed