Dataset Card for ACLFig Dataset
1758 total labelled images
The scientific figures dataset contains 1758 scientific figures extracted from 890 research papers(ACL). The scientific figures are in png format.
The dataset has been classified into 19 categories. These are
- Architecture/Pipeline diagrams
- Bar charts
- Box Plots
- Confusion Matrix
- Line Chart
- Natural Images
- Neural Networks
- NLP rules/grammar
- Pie chart
- Scatter Plot
- Pareto chart
- Venn Diagram
- Word Cloud
The scientific figures are in the
metadata directory contains metadata extracted from the pdf along with scientific figures in json format.
scientific_figures.csv file contains following columns/fields:
sci_fig: Scientific figure name
caption: Caption text
inline_reference: Scientific figure contexts mentioned in the research paper
metadata: metadata json filename
label: One of the 19 categories as described above.
acl_paper_id: Unique identifier assigned to each pdf by ACL
Supported Tasks and Leaderboards
The dataset was created using papers in ACL Anthology.
~2k images manually labelled
Thanks to @zebaKarishma, @shauryr and @KavyaPuranik for adding this dataset.
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