ComTQA/README.md

ComTQA subset

ComTQA is a visual QA benchmark containing tables from PubTables-1M and FinTabNet, fetched from PubMed Central papers and annual earnings reports, respectively.

Images of tables are stored in the .zip folders, while textual formats of tables and all metadata are availabe in .json files.

Data Fields

FinTabNet

• instance_id - (str) unique ID of a given instance;
• table_id - (str) unique ID of a given table;
• question - (str) question linked to a given instance;
• answer - (str) gold answer for a target question;
• dataset - (str) ComTQA subset name (FinTabNet);
• table_html - (str) table in HTML format;
• image_name - (str) table image name;
• table_headers - (List[str]) table header names;
• table_rows - List[List[str]])table row values;
• table_xml - (str) table in XML format;
• table_latex - (str) table in LaTeX format.

PubTab1M

• instance_id - (str) unique ID of a given instance;
• question - (str) question linked to a given instance;
• answer - (str) gold answer for a target question;
• dataset - (str) ComTQA subset name (PubTab1M);
• id - (str) source paper ID;
• table_title - (str) title of a given table (e.g., Table 1);
• table_caption - (str) caption of a given table;
• table_footnote - (str) footnote of a given table;
• table_html - (str) table in HTML format;
• image_name - (str) table image name;
• table_subheaders - (List[str]) table subheader names;
• table_headers - (List[str]) table header names;
• table_rows - List[List[str]])table row values;
• table_xml - (str) table in XML format;
• table_latex - (str) table in LaTeX format.