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README.md
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---
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dataset_info:
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features:
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splits:
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- name: test
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num_bytes: 222234422
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num_examples: 6042
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download_size: 736621719
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dataset_size: 682455106
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tags:
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- charts
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- data-visualization
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- visual-question-answering
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- image-classification
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- misleading-visualizations
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- arxiv:2601.12983
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task_categories:
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- image-classification
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- visual-question-answering
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pretty_name: AttackViz
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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- split: val
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path: data/val-*
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- split: test
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path: data/test-*
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---
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# AttackViz
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- `image`: chart image.
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- `chart_type`: chart family. Values include `v_bar`, `h_bar`, and `line`.
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- `question_class`: question category. Values include `compound`, `comparison`, `min_max`, `data_retrieval`, and `arithmetic`.
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- `gold`: list of expected answer strings.
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- `correct_or_misleading`: binary label where `0` means correct and `1` means misleading.
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---
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dataset_info:
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features:
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- name: image
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dtype: image
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- name: chart_type
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dtype: string
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- name: question
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dtype: string
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- name: question_class
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dtype: string
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- name: gold
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sequence: string
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- name: correct_or_misleading
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dtype: int64
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- name: misleader
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dtype: string
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- name: annotations
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sequence: string
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splits:
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- name: train
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num_examples: 6059
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- name: val
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num_examples: 6146
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- name: test
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num_examples: 6042
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tags:
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- charts
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- data-visualization
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- visual-question-answering
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- image-classification
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- misleading-visualizations
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- arxiv:2601.12983
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task_categories:
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- image-classification
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- visual-question-answering
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pretty_name: AttackViz
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---
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# AttackViz
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- `image`: chart image.
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- `chart_type`: chart family. Values include `v_bar`, `h_bar`, and `line`.
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- `question`: natural-language question associated with the chart.
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- `question_class`: question category. Values include `compound`, `comparison`, `min_max`, `data_retrieval`, and `arithmetic`.
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- `gold`: list of expected answer strings.
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- `correct_or_misleading`: binary label where `0` means correct and `1` means misleading.
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