| --- |
| language: |
| - en |
| license: apache-2.0 |
| pretty_name: ChartAct Preview |
| task_categories: |
| - visual-question-answering |
| - question-answering |
| tags: |
| - benchmark |
| - gui-agents |
| - charts |
| - dynamic-chart-understanding |
| - interactive |
| - preview |
| - arxiv:2605.26994 |
| configs: |
| - config_name: default |
| data_files: |
| - split: dynamic_chart_preview |
| path: data/dynamic_chart_preview.jsonl |
| - split: dashboard_chart_preview |
| path: data/dashboard_chart_preview.jsonl |
| --- |
| |
| # ChartAct Preview |
|
|
| This repository is a preview release of ChartAct, an interactive benchmark for dynamic chart understanding. The full benchmark will be released after formal publication. |
|
|
| Paper: [ChartAct: A Benchmark for Dynamic Chart Understanding](https://arxiv.org/abs/2605.26994) |
|
|
| GitHub: https://github.com/wulin-wulin/OSWorld_Chart |
| |
| ## Contents |
| |
| - `data/dynamic_chart_preview.jsonl`: 5 Dynamic Chart preview samples. |
| - `data/dashboard_chart_preview.jsonl`: 5 Dashboard Chart preview samples. |
| - `evaluation_examples/`: minimal OSWorld-style task configs for the preview samples. |
| - `web/` and `web_insert/`: chart webpages required by the preview samples. |
| - `label/` and `question_answer/`: metadata and QA annotations for the preview samples. |
|
|
| This preview is intended to show the benchmark format and runnable framework without releasing the full evaluation set before publication. |
|
|
| ## Loading |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("chartact-benchmark/ChartAct") |
| dynamic = dataset["dynamic_chart_preview"] |
| dashboard = dataset["dashboard_chart_preview"] |
| print(dynamic[0]) |
| ``` |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{chartact2026, |
| title={ChartAct: A Benchmark for Dynamic Chart Understanding}, |
| author={Muye Huang and Lin Wu and Lingling Zhang and Hang Yan and Zhiyuan Wang and Yumeng Fu and Zesheng Yang and Jun Liu}, |
| year={2026}, |
| eprint={2605.26994}, |
| archivePrefix={arXiv}, |
| primaryClass={cs.CV} |
| } |
| ``` |
|
|
