Evaluating 'Graphical Perception' with Multimodal LLMs

Rami Huu Nguyen; Kenichi Maeda; Mahsa Geshvadi; Daniel Haehn

doi:10.1109/PacificVis64226.2025.00035

Evaluating 'Graphical Perception' with Multimodal LLMs

Rami Huu Nguyen
, Kenichi Maeda
, Mahsa Geshvadi
, Daniel Haehn

Computer Science

University of Massachusetts Boston

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 2025 IEEE 18th Pacific Visualization Conference, PacificVis 2025
Publisher	IEEE Computer Society
Pages	290-295
Number of pages	6
ISBN (Electronic)	9798331505813
DOIs	https://doi.org/10.1109/PacificVis64226.2025.00035
State	Published - 2025
Event	18th IEEE Pacific Visualization Conference, PacificVis 2025 - Tokyo, Japan Duration: Apr 22 2025 → Apr 25 2025

Publication series

Name	IEEE Pacific Visualization Symposium
ISSN (Print)	2165-8765
ISSN (Electronic)	2165-8773

Conference

Conference	18th IEEE Pacific Visualization Conference, PacificVis 2025
Country/Territory	Japan
City	Tokyo
Period	4/22/25 → 4/25/25

ASJC Scopus Subject Areas

Computer Graphics and Computer-Aided Design
Computer Vision and Pattern Recognition
Hardware and Architecture
Software

Keywords

Deep Learning
Graphical Perception
Machine Perception
Multimodal Large Language Models

Access to Document

10.1109/PacificVis64226.2025.00035

Cite this

Nguyen, RH, Maeda, K, Geshvadi, M & Haehn, D 2025, Evaluating 'Graphical Perception' with Multimodal LLMs. in Proceedings - 2025 IEEE 18th Pacific Visualization Conference, PacificVis 2025. IEEE Pacific Visualization Symposium, IEEE Computer Society, pp. 290-295, 18th IEEE Pacific Visualization Conference, PacificVis 2025, Tokyo, Japan, 4/22/25. https://doi.org/10.1109/PacificVis64226.2025.00035

@inproceedings{0cb4926f6fdb448c900baa7742ac4879,

title = "Evaluating 'Graphical Perception' with Multimodal LLMs",

keywords = "Deep Learning, Graphical Perception, Machine Perception, Multimodal Large Language Models",

author = "Nguyen, \{Rami Huu\} and Kenichi Maeda and Mahsa Geshvadi and Daniel Haehn",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 18th IEEE Pacific Visualization Conference, PacificVis 2025 ; Conference date: 22-04-2025 Through 25-04-2025",

year = "2025",

doi = "10.1109/PacificVis64226.2025.00035",

language = "English",

series = "IEEE Pacific Visualization Symposium",

publisher = "IEEE Computer Society",

pages = "290--295",

booktitle = "Proceedings - 2025 IEEE 18th Pacific Visualization Conference, PacificVis 2025",

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T1 - Evaluating 'Graphical Perception' with Multimodal LLMs

AU - Nguyen, Rami Huu

AU - Maeda, Kenichi

AU - Geshvadi, Mahsa

AU - Haehn, Daniel

PY - 2025

Y1 - 2025

KW - Deep Learning

KW - Graphical Perception

KW - Machine Perception

KW - Multimodal Large Language Models

UR - https://www.scopus.com/pages/publications/105009233407

UR - https://www.scopus.com/pages/publications/105009233407#tab=citedBy

U2 - 10.1109/PacificVis64226.2025.00035

DO - 10.1109/PacificVis64226.2025.00035

M3 - Conference contribution

AN - SCOPUS:105009233407

T3 - IEEE Pacific Visualization Symposium

SP - 290

EP - 295

BT - Proceedings - 2025 IEEE 18th Pacific Visualization Conference, PacificVis 2025

PB - IEEE Computer Society

T2 - 18th IEEE Pacific Visualization Conference, PacificVis 2025

Y2 - 22 April 2025 through 25 April 2025

ER -

Evaluating 'Graphical Perception' with Multimodal LLMs

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this