Open Access

Real-world misleading visualizations QA dataset

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real_world_tu_data_lib.zip (11.23 KB)

Date

2025-03-12

Type

Dataset

Authors

Tonglet, Jonathan
Moens, Marie-Francine
Tuytelaars, Tinne
Gurevych, Iryna

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Volume Title

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Abstract

Description

The real-world misleading visualization QA dataset accompanies the paper "'Protecting multimodal large language models againts misleading visualizations". The dataset contains 42 multiple-choice QA pairs, and the URLs to the 42 corresponding chart images used to answer the questions. The dataset is made available under a CC-BY-SA-4.0 license. Please cite our paper if you find this dataset useful to your work.

Keywords

multimodal, question-answering, misleading-visualization, data-visualization

Citation

Identifier

https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4507

Endorsement

Related Resources

Is Supplement To
https://github.com/UKPLab/arxiv2025-misleading-visualizations
Is Part Of
https://arxiv.org/abs/2502.20503

DFG Classification

4.43-04 Künstliche Intelligenz und Maschinelle Lernverfahren
4.43-05 Bild- und Sprachverarbeitung, Computergraphik und Visualisierung, Human Computer Interaction, Ubiquitous und Wearable Computing

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License

Except where otherwise noted, this license is described as Creative Commons Attribution-ShareAlike 4.0 International