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---
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license: cc-by-nc-sa-4.0
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---
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# INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information
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---
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license: cc-by-nc-sa-4.0
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pretty_name: INTERCHART
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tags:
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- charts
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- visualization
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- vqa
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- multimodal
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- question-answering
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- reasoning
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- benchmarking
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- evaluation
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task_categories:
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- question-answering
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- visual-question-answering
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task_ids:
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- visual-question-answering
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language:
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- en
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dataset_info:
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features:
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- name: id
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dtype: string
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- name: subset
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dtype: string
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- name: context_format
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dtype: string
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- name: question
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dtype: string
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- name: answer
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dtype: string
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- name: images
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sequence: string
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- name: metadata
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dtype: json
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pretty_description: >
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INTERCHART is a diagnostic benchmark for multi-chart visual reasoning across three tiers:
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DECAF (decomposed single-entity charts), SPECTRA (synthetic paired charts for correlated trends),
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and STORM (real-world chart pairs). The dataset includes chart images and question–answer pairs
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designed to stress-test cross-chart reasoning, trend correlation, and abstract numerical inference.
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---
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# INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information
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