Split benchmark release into dedicated repo
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- README.md +12 -45
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README.md
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# ChartBench-E Benchmark 432
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This
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> ChartBench-E: a benchmark for evaluating stable chart-to-values reading under increasing information load
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## What Is Included
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- `hf_viewer/{train,validation,test}/`
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- Hugging Face
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- `full_pool_metadata/`
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- canonical manifests for the full 7,506-sample release
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- `full_pool_assets/{tables,programs,objects}/`
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- linked structured artifacts for the full 7,506-sample release
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- `full_pool_archives/`
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- six tar archives containing the full released image pools
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- `metadata/formal_all18_432.jsonl`
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- canonical manifest for the 432 released samples
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- `metadata/splits/{train,val,test}.jsonl`
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- split-specific manifests
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- `images/`
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-
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- `tables/`
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- table-first ground-truth CSV files
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- `programs/`
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- `evaluation/`
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- truth files used by the formal paper workflow
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- `docs/chartbench_e_rebuilt_README.md`
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- codebase README
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- `docs/chartbench_e_paper.pdf`
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- paper PDF snapshot bundled with this release
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- `val`: `50`
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- `test`: `93`
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## Configs
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- `benchmark_432`
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- the frozen benchmark subset used in the paper
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## Full Pool Release
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The full released pool assembled from the main stratified pools and refill round 1 is also included in this repository:
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- samples: `7506`
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- splits:
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- `train`: `5213`
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- `validation`: `761`
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- `test`: `1532`
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- full image directory:
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- `images/` with `7506` rendered chart images referenced by `full_pool_metadata/all_pool_7506.jsonl`
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- image sample archives:
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- `full_pool_archives/main__broad_standard_pool__images.tar`
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- `full_pool_archives/main__broad_advanced_pool__images.tar`
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- `full_pool_archives/main__broad_extreme_pool__images.tar`
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- `full_pool_archives/refill_round1__broad_standard_pool__images.tar`
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- `full_pool_archives/refill_round1__broad_advanced_pool__images.tar`
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- `full_pool_archives/refill_round1__broad_extreme_pool__images.tar`
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## Data Fields
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The public
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- `sample_id`
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- `chart_id`
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- `program_path`
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- `object_path`
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The canonical audit manifest remains available in `metadata/formal_all18_432.jsonl`
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The full-pool release manifest in `full_pool_metadata/all_pool_7506.jsonl` keeps unique sample identifiers across pool batches, plus linked paths into `full_pool_assets/` and the corresponding image archives in `full_pool_archives/`.
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## Notes
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- This
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- Code, prompt templates, evaluation scripts, and generation utilities live in
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- `https://github.com/luojueling/ChartBench-E`
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- This dataset release is intended to make the paper auditable and reviewer-accessible.
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## Suggested Citation
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```bibtex
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@misc{
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title = {ChartBench-E
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author = {Hui Long and Jueling Luo and Si Xie and Haoli Yu and Juncheng Ye and Xutao Deng},
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year = {2026},
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note = {
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}
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```
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# ChartBench-E Benchmark 432
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This repository contains the frozen 432-sample benchmark build used in the paper:
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> ChartBench-E: a benchmark for evaluating stable chart-to-values reading under increasing information load
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## What Is Included
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- `hf_viewer/{train,validation,test}/`
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- Hugging Face viewer-friendly split layout for the paper benchmark
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- `metadata/formal_all18_432.jsonl`
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- canonical manifest for the 432 released samples
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- `metadata/splits/{train,val,test}.jsonl`
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- split-specific manifests
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- `images/`
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- rendered chart images for the 432 benchmark samples
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- `tables/`
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- table-first ground-truth CSV files
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- `programs/`
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- `evaluation/`
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- truth files used by the formal paper workflow
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- `docs/chartbench_e_rebuilt_README.md`
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- codebase README snapshot
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- `docs/chartbench_e_paper.pdf`
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- paper PDF snapshot bundled with this release
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- `val`: `50`
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- `test`: `93`
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## Data Fields
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The public viewer layout in `hf_viewer/{train,validation,test}/metadata.jsonl` keeps a slimmer schema:
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- `sample_id`
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- `chart_id`
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- `program_path`
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- `object_path`
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The canonical audit manifest remains available in `metadata/formal_all18_432.jsonl`.
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## Notes
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- This is the benchmark release cited by the manuscript.
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- Code, prompt templates, evaluation scripts, and generation utilities live in:
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- `https://github.com/luojueling/ChartBench-E`
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- The broader 7,506-sample released pool is published separately to keep this benchmark repo stable and viewer-friendly.
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## Suggested Citation
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```bibtex
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@misc{chartbenche2026benchmark,
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title = {ChartBench-E Benchmark 432},
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author = {Hui Long and Jueling Luo and Si Xie and Haoli Yu and Juncheng Ye and Xutao Deng},
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year = {2026},
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note = {Frozen 432-sample benchmark release used in the manuscript}
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}
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```
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