PARC measures prompt sensitivity in VLMs, showing semantic changes hurt most and InternVL2 models are most robust.
How susceptible are LLMs to influence in prompts? In Proc
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PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models
PARC measures prompt sensitivity in VLMs, showing semantic changes hurt most and InternVL2 models are most robust.