Chart-to-Experience: Benchmarking Multimodal LLMs for Predicting Experiential Impact of Charts

23 May 2025

Papers citing "Chart-to-Experience: Benchmarking Multimodal LLMs for Predicting Experiential Impact of Charts"

24 / 24 papers shown

Title
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 321 112 0 25 Nov 2024
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge Jiayi Ye Yanbo Wang Yue Huang Dongping Chen Qihui Zhang ... Werner Geyer Chao Huang Pin-Yu Chen Nitesh Chawla Xiangliang Zhang ELM 105 78 0 03 Oct 2024
StimuVAR: Spatiotemporal Stimuli-aware Video Affective Reasoning with Multimodal Large Language Models Y. Guo Faizan Siddiqui Yang Zhao Rama Chellappa Shao-Yuan Lo LRM 93 5 0 31 Aug 2024
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering Jingqun Tang Qi-dong Liu Yongjie Ye Jinghui Lu Shubo Wei ... Hao Liu Xiang Bai Can Huang Xiang Bai Can Huang 156 28 0 20 May 2024
Generating Automatic Feedback on UI Mockups with Large Language Models Peitong Duan Jeremy Warner Yang Li Bjoern Hartmann 81 25 0 19 Mar 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models Kung-Hsiang Huang Hou Pong Chan Yi R. Fung Haoyi Qiu Mingyang Zhou Shafiq Joty Shih-Fu Chang Chenhui Xu AI4TS 116 14 0 18 Mar 2024
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 70 5 0 06 Mar 2024
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark Dongping Chen Ruoxi Chen Shilin Zhang Yinuo Liu Yaochen Wang Huichi Zhou Qihui Zhang Yao Wan Pan Zhou Lichao Sun ELM 58 123 0 07 Feb 2024
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation Seongyun Lee Seungone Kim Sue Hyun Park Geewook Kim Minjoon Seo MLLM 76 32 0 12 Jan 2024
GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition Zheng Lian Guoying Zhao Haiyang Sun Kang Chen Zhuofan Wen Hao Gu Bin Liu Jianhua Tao 78 40 0 07 Dec 2023
ChartLlama: A Multimodal LLM for Chart Understanding and Generation Yucheng Han C. Zhang Xin Chen Xu Yang Zhibin Wang Gang Yu Bin-Bin Fu Hanwang Zhang MLLM 81 105 0 27 Nov 2023
DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations Yazhou Zhang Mengyao Wang Youxi Wu Prayag Tiwari Qiuchi Li Benyou Wang Jing Qin 128 24 0 17 Oct 2023
Socratis: Are large multimodal models emotionally aware? Katherine Deng Arijit Ray Reuben Tan Saadia Gabriel Bryan A. Plummer Kate Saenko 89 5 0 31 Aug 2023
Affective Visualization Design: Leveraging the Emotional Impact of Data Xingyu Lan Yanqiu Wu Nan Cao 133 35 0 05 Aug 2023
VisText: A Benchmark for Semantically Rich Chart Captioning Benny J. Tang Angie Boggust Arvind Satyanarayan 89 87 0 28 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 469 4,444 0 09 Jun 2023
Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs Mingyang Zhou Yi R. Fung Long Chen Christopher Thomas Heng Ji Shih-Fu Chang 102 13 0 29 May 2023
DePlot: One-shot visual language reasoning by plot-to-table translation Fangyu Liu Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Chenxi Pang Kenton Lee Mandar Joshi Wenhu Chen Nigel Collier Yasemin Altun VLM ReLM LRM 93 101 0 20 Dec 2022
Affective Learning Objectives for Communicative Visualizations Elsie Lee-Robbins Eytan Adar 72 49 0 08 Aug 2022
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization Shankar Kanthara Rixie Tiffany Ko Leong Xiang Lin Ahmed Masry Megh Thakkar Enamul Hoque Shafiq Joty 99 149 0 12 Mar 2022
Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 163 275 0 10 Jan 2022
Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model Jason Obeid Enamul Hoque 81 139 0 18 Oct 2020
Data is Personal: Attitudes and Perceptions of Data Visualization in Rural Pennsylvania Evan M. Peck Sofia E. Ayuso Omar El-Etr 64 144 0 07 Jan 2019
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 90 397 0 24 Jan 2018