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SumMe: Creating Summaries from User Videos (ECCV 2014)
[Paper][Homepage]
25 videos, each annotated with at least 15 human summaries (390 in total) -
QFVS: Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach (CVPR 2017)
[Paper][Homepage]
300 hours of videos -
TVSum: Summarizing web videos using titles (CVPR 2015)
[Paper][Homepage]
50 videos of various genres (e.g., news, how-to, documentary, vlog, egocentric) and 1,000 annotations of shot-level importance scores obtained via crowdsourcing (20 per video)