Each video file, such as h336305.mp4, is annotated with scores that rank individual frames based on how well they represent a specific topic.
In the context of the TopicSum dataset, "informative features" are extracted through a specialized pipeline: h336305.mp4
The video is part of a benchmark created to move beyond traditional summarization methods (like color histograms or basic motion cues) toward Topic-aware Video Summarization , which uses a multimodal Transformer to capture complex semantic meaning. Each video file, such as h336305
Topic-aware video summarization using multimodal transformer Each video file