VisEval: A Benchmark for Data Visualization in the Era of Large Language
Models

VisEval: A Benchmark for Data Visualization in the Era of Large Language Models

1 July 2024

Papers citing "VisEval: A Benchmark for Data Visualization in the Era of Large Language Models"

10 / 10 papers shown

Title
Augmenting a Large Language Model with a Combination of Text and Visual Data for Conversational Visualization of Global Geospatial Data Omar Mena Alexandre Kouyoumdjian Lonni Besancon Michael Gleicher I. Viola Anders Ynnerman 49 0 0 17 Jan 2025
Assessing the Aesthetic Evaluation Capabilities of GPT-4 with Vision: Insights from Group and Individual Assessments Yoshia Abe Tatsuya Daikoku Yasuo Kuniyoshi EGVM LM&MA 25 4 0 06 Mar 2024
Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations L. Podo M. Ishmal M. Angelini 47 7 0 03 Feb 2024
Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization Shuaimin Li Xuanang Chen Yuanfeng Song Yunze Song C. Zhang AI4TS VLM 32 9 0 29 Jan 2024
ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language Yuan Tian Weiwei Cui Dazhen Deng Xinjing Yi Yurun Yang Haidong Zhang Yingcai Wu 48 57 0 03 Nov 2023
How Do Analysts Understand and Verify AI-Assisted Data Analyses? Ken Gu Ruoxi Shang Tim Althoff Chenglong Wang Steven Drucker AAML 46 25 0 19 Sep 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 369 12,003 0 04 Mar 2022
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations Arjun Srinivasan Nikhila Nyapathy Bongshin Lee Steven Drucker J. Stasko 64 69 0 01 Oct 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison Aoyu Wu Liwenhan Xie Bongshin Lee Yun Wang Weiwei Cui Huamin Qu 46 33 0 11 Jan 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 264 4,505 0 23 Jan 2020