| # ComTQA subset | |
| **[ComTQA](https://arxiv.org/abs/2406.01326)** is a visual QA benchmark containing tables from [PubTables-1M](https://arxiv.org/abs/2110.00061) and [FinTabNet](https://arxiv.org/abs/2005.00589), fetched from PubMed Central papers and annual earnings reports, | |
| respectively. | |
| Images of tables are stored in the <code>.zip</code> folders, while textual formats of tables and all metadata are availabe in <code>.json</code> files. | |
| ## Data Fields | |
| **FinTabNet** | |
| - <code> instance_id </code> - (str) unique ID of a given instance; | |
| - <code> table_id </code> - (str) unique ID of a given table; | |
| - <code> question </code> - (str) question linked to a given instance; | |
| - <code> answer </code> - (str) gold answer for a target question; | |
| - <code> dataset </code> - (str) ComTQA subset name (FinTabNet); | |
| - <code> table_html </code> - (str) table in HTML format; | |
| - <code> image_name </code> - (str) table image name; | |
| - <code> table_headers </code> - (List[str]) table header names; | |
| - <code> table_rows </code> - List[List[str]])table row values; | |
| - <code> table_xml </code> - (str) table in XML format; | |
| - <code> table_latex </code> - (str) table in LaTeX format. | |
| **PubTab1M** | |
| - <code> instance_id </code> - (str) unique ID of a given instance; | |
| - <code> question </code> - (str) question linked to a given instance; | |
| - <code> answer </code> - (str) gold answer for a target question; | |
| - <code> dataset </code> - (str) ComTQA subset name (PubTab1M); | |
| - <code> id </code> - (str) source paper ID; | |
| - <code> table_title </code> - (str) title of a given table (e.g., Table 1); | |
| - <code> table_caption </code> - (str) caption of a given table; | |
| - <code> table_footnote </code> - (str) footnote of a given table; | |
| - <code> table_html </code> - (str) table in HTML format; | |
| - <code> image_name </code> - (str) table image name; | |
| - <code> table_subheaders </code> - (List[str]) table subheader names; | |
| - <code> table_headers </code> - (List[str]) table header names; | |
| - <code> table_rows </code> - List[List[str]])table row values; | |
| - <code> table_xml </code> - (str) table in XML format; | |
| - <code> table_latex </code> - (str) table in LaTeX format. | |