Confidence scores for financial vision-language models are only usable for automated deferral when produced by trained internal probes, and their reliability varies with task, model, and language.
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Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding
Confidence scores for financial vision-language models are only usable for automated deferral when produced by trained internal probes, and their reliability varies with task, model, and language.