Information Fidelity
An evaluation dimension that measures the truthfulness and completeness with which generated content, such as video captions, conveys key information from the source material. It emphasizes accurate coverage of information rather than surface-level textual matching.
Timeline (last 90 days)
This research proposes redefining caption quality from the perspective of "information fidelity," examining whether a caption faithfully and completely conveys the key information in the video.
Under the information fidelity definition, a high-quality caption should maximize coverage of video content while avoiding the introduction of erroneous content not present in the video.
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This research proposes redefining caption quality from the perspective of "information fidelity," examining whether a caption faithfully and completely conveys the key information in the video.
50%UnverifiedUnder the information fidelity definition, a high-quality caption should maximize coverage of video content while avoiding the introduction of erroneous content not present in the video.
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