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Video Generation

132 summarised stories about Video Generation, each linking back to the original source. Browse all topics →

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Friday, 11 September 2026

Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering

Apple Machine Learning Research 1 month ago 17

The article proposes a new way to evaluate video caption quality for Visual Large Language Models that avoids penalizing valid differences in wording or focus. It measures caption quality by running multiple-choice question answering rather than relying on overlap with ground-truth references. As a result, evaluation is reframed around information fidelity and aims to give a more fine-grained quality analysis than existing one-dimensional metrics.

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