A position paper contending that multimedia quality assessment should move beyond scalar Mean Opinion Score toward context-aware, explainable, and multimodal modeling.
The leading guideline: Reporting standards for expert panel, best-estimate diagnosis, and longitudinal expert all data (lead) methods,
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Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality
A position paper contending that multimedia quality assessment should move beyond scalar Mean Opinion Score toward context-aware, explainable, and multimodal modeling.