Datasets › MUSES
MUSES (MUlti-Shot EventS)
MUSES is a large-scale dataset for temporal event (action) localization. It focuses on the temporal localization of multi-shot events, which are captured with multiple shots. Such events often appear in edited videos, such as TV shows and movies.
What’s included in MUSES:
- 3,697 videos of TV and movie dramas
- 716 hours of duration
- 25 event categories
- 652k shots
- 31,477 annotated event instances
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 | ||||
|---|---|---|---|---|---|---|
| Temporal Action Localization | MUSES | TemporalMaxer mAP 27.2 | TemporalMaxer: Maximize Temporal Context with only Max... | tuantng/temporalmaxer | 2 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 12. 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 | |||
|---|---|---|---|---|
| TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization | 1 | 1 | 16 Mar 2023 | not harvested |
| Multi-shot Temporal Event Localization: a Benchmark | 1 | 1 | 17 Dec 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
- MUSES
1 variant name, as the archive lists them.
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