A framework with Generalized Animation Descriptor, cloud data access, tailored rendering, and LLM scripting enables 3D animations of petascale datasets on commodity workstations in minutes to hours.
Visualization literacy of multimodal large language models: a comparative study,
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MLLMs given the same instructions as human participants achieve expert-level performance on perceiving stress in network visualizations and rely on similar visual proxies.
citing papers explorer
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Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting
A framework with Generalized Animation Descriptor, cloud data access, tailored rendering, and LLM scripting enables 3D animations of petascale datasets on commodity workstations in minutes to hours.
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Exploring MLLMs Perception of Network Visualization Principles
MLLMs given the same instructions as human participants achieve expert-level performance on perceiving stress in network visualizations and rely on similar visual proxies.