| --- |
| license: cc-by-nc-4.0 |
| task_categories: |
| - table-question-answering |
| language: |
| - en |
| - zh |
| tags: |
| - spreadsheets |
| - xlsx |
| - formula-reasoning |
| - formula-dependency |
| - formula-family |
| - benchmark |
| - agentic-evaluation |
| size_categories: |
| - n<1K |
| pretty_name: FormulaCascade Benchmark |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: data/eval200_manifest.parquet |
| --- |
| |
| # FormulaCascade Benchmark |
|
|
| This repository hosts the anonymous review release of FormulaCascade, a benchmark for long-horizon spreadsheet formula-dependency and formula-family reasoning in real `.xlsx` workbooks. |
|
|
| ## Current Review Release |
|
|
| The current upload contains the eval-200 release version selected from v5 Challenge/Core/Broad release strata: |
|
|
| - `FormulaCascade_Benchmark_eval_200_Release_version.tar.gz`: compressed eval-200 release-version split. |
| - `FormulaCascade_Benchmark_eval_200_Release_version/`: expanded eval-200 release-version split for direct browsing in the Hugging Face file tree. |
| - `data/eval200_manifest.parquet` and `.csv`: viewer-friendly task-level manifest for the Hugging Face Dataset Viewer. |
| - `FormulaCascade_Benchmark_eval_200_Release_version/eval200_manifest.jsonl` and `.csv`: task-level selection metadata with local paths removed. |
| - `FormulaCascade_Benchmark_eval_200_Release_version/eval200_metadata.json`: aggregate split metadata. |
| - `SHA256SUMS.txt`: checksums for integrity verification. |
| - `CROISSANT_RAI_METADATA.json`: Croissant metadata with minimal Responsible AI fields. |
|
|
| To unpack: |
|
|
| ```bash |
| tar -xzf FormulaCascade_Benchmark_eval_200_Release_version.tar.gz |
| ``` |
|
|
| The extracted folder is: |
|
|
| ```text |
| FormulaCascade_Benchmark_eval_200_Release_version/ |
| ``` |
|
|
| ## Split Composition |
|
|
| | Group | Tasks | Single | Cross | Avg depth | Max depth | Avg masked | |
| |---|---:|---:|---:|---:|---:|---:| |
| | Challenge | 100 | 50 | 50 | 3.32 | 38 | 1,291.9 | |
| | Core eval subset | 100 | 50 | 50 | 2.86 | 27 | 546.0 | |
| | Total | 200 | 100 | 100 | 3.09 | 38 | 918.9 | |
|
|
| The complete v5 strata are Challenge (100 tasks), Core (600 tasks), and Broad (11,304 tasks). This repository provides the official balanced eval-200 release for review and reproducible comparison. |
|
|
| ## Directory Structure |
|
|
| - `release/FCB-*/task-*.xlsx`: solver-visible masked workbook. |
| - `release/FCB-*/task_description.json`: solver-visible task instruction. |
| - `internal/FCB-*/*`: evaluator-only contracts, ground truth, provenance, and source files. These files must not be visible to solver agents during evaluation. |
|
|
| ## Intended Use |
|
|
| FormulaCascade evaluates agents that must localize workbook context, trace formula dependencies, infer formula-family patterns, edit masked workbooks, and produce executable formulas or values. The main deterministic metrics are exact formula pass and executable value pass. |
|
|
