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--- |
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license: cc-by-sa-4.0 |
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task_categories: |
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- visual-question-answering |
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- document-question-answering |
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- question-answering |
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language: |
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- en |
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tags: |
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- chart-understanding |
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- scientific-figure |
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- chart-question-answering |
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size_categories: |
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- 1K<n<10K |
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--- |
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# Rethinking Comprehensive Benchmark for Chart Understanding: A Perspective from Scientific Literature |
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[GitHub](https://github.com/lydonShen/SCI-CQA) | [Paper]() |
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## Dataset Details |
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SCI-CQA introduces a novel evaluation framework inspired by human exams, encompassing 5,629 carefully curated questions, both objective and open-ended. |
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SCI-CQA consists of a total of 7 files. |
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The chart directory under **chart_test_images.zip** contains 2,894 images, which include all the images used in the question-answer pairs. |
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To make it easier to distinguish, the images corresponding to different questions are placed in separate folders within this directory. |
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The remaining 6 files correspond to different question-answer pairs. |
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We have categorized all the questions into two major types based on chart types: **flowcharts** (such as model structure diagrams, algorithm flowcharts, etc.) and **data charts** (such as line charts, bar charts, scatter plots, etc.). |
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All questions are further divided into two categories: **perception and reasoning**, to facilitate fine-grained evaluation. |
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## License And Copyright |
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SCI-CQA are licensed under CC BY-SA 4.0. The copyright of all charts belongs to their original authors. |
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We thank all the chart creators; your excellent charts have helped us build SCI-CQA. |
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## Contact |
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If you encounter any issues while using SCI-CQA, please feel free to contact us. We will update it promptly. |
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