Datasets › ClipShots
ClipShots
ClipShots is a large-scale dataset for shot boundary detection collected from Youtube and Weibo covering more than 20 categories, including sports, TV shows, animals, etc. In contrast to previous shot boundary detection datasets, e.g. TRECVID and RAI, which only consist of documentaries or talk shows where the frames are relatively static, ClipShots contains moslty short videos from Youtube and Weibo. Many short videos are home-made, with more challenges, e.g. hand-held vibrations and large occlusion. The types of these videos are various, including movie spotlights, competition highlights, family videos recorded by mobile phones etc. Each video has a length of 1-20 minutes. The gradual transitions in the dataset include dissolve, fade in fade out, and sliding in sliding out.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Camera shot boundary detection | ClipShots | AutoShot F1 score 78.7 | AutoShot: A Short Video Dataset and State-of-the-Art... | wentaozhu/AutoShot | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 6. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection | 1 | 1 | 12 Apr 2023 | ran 0 of 3 samples (3 unverified) |
| TransNet V2: An effective deep network architecture for fast shot transition detection | 4 | 1 | 11 Aug 2020 | ran 0 of 15 samples (15 unverified) |
| Fast Video Shot Transition Localization with Deep Structured Models | 4 | 1 | 13 Aug 2018 | not harvested |
| Large-scale, Fast and Accurate Shot Boundary Detection through Spatio-temporal Convolutional Neural Networks | 4 | 1 | 9 May 2017 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ClipShots
1 variant name, as the archive lists them.
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