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ARTICLE29

Multimodal evaluators: MLLM-as-a-judge for image-to-text tasks in Strands Evals

AWS Machine Learning BlogΒ·May 20, 2026

This article emphasizes the critical role of multimodal evaluators, such as MLLM-as-a-judge, for validating AI model responses in image-to-text tasks for visual shopping and document understanding. It explains that traditional text-only evaluators cannot adequately ensure responses are grounded in the source images.

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