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Measuring Epistemic Humility in Multimodal Large Language Models

Tong, Bingkui et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Hallucinations in multimodal large language models (MLLMs), where a model generates content inconsistent with the input image, pose significant risks in real-world applications. Existing hallucination benchmarks primarily test recognition, i.e., whether a model can select the correct answer among di
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