An RL-based questioner agent adaptively generates queries to discover novel failure modes in VLMs without human intervention.
Hallusionbench: An advanced diagnostic suite for entangled language hallucination and visual illusion in large vision-language models
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Discovering Failure Modes in Vision-Language Models using RL
An RL-based questioner agent adaptively generates queries to discover novel failure modes in VLMs without human intervention.