Datasets › RepCount
RepCount (Repetitive Action Counting Dataset)
Counting repetitive actions are widely seen in human activities such as physical exercise. Existing methods focus on performing repetitive action counting in short videos, which is tough for dealing with longer videos in more realistic scenarios. In the data-driven era, the degradation of such generalization capability is mainly attributed to the lack of long video datasets. To complement this margin, we introduce a new large-scale repetitive action counting dataset called RepCount covering a wide variety of video lengths, along with more realistic situations where action interruption or action inconsistencies occur in the video. Besides, we also provide a fine-grained annotation of the action cycles instead of just counting annotation along with a numerical value. Such a dataset contains 1451 videos with about 20000 annotations, which is more challenging. Furthermore, the dataset consists of two subsets namely Part-A and Part-B. The videos in Part-A are fetched from YouTube, while the others in Part-B record simulated physical examinations by junior school students and teachers.
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 | ||||
|---|---|---|---|---|---|---|
| Repetitive Action Counting | RepCount | ESCounts OBO 0.563 | Every Shot Counts: Using Exemplars for Repetition... | sinhasaptarshi/EveryShotCounts | 6 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 15. 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 | |||
|---|---|---|---|---|
| Repetitive Action Counting with Hybrid Temporal Relation Modeling | 0 | 1 | 10 Dec 2024 | not harvested |
| A Short Note on Evaluating RepNet for Temporal Repetition Counting in Videos | 2 | 1 | 13 Nov 2024 | not harvested |
| Every Shot Counts: Using Exemplars for Repetition Counting in Videos | 1 | 1 | 26 Mar 2024 | not harvested |
| PoseRAC: Pose Saliency Transformer for Repetitive Action Counting | 1 | 1 | 15 Mar 2023 | not harvested |
| TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting | 1 | 1 | 3 Apr 2022 | not harvested |
| Counting Out Time: Class Agnostic Video Repetition Counting in the Wild | 2 | 1 | 27 Jun 2020 | ran 3 of 3 samples (0 unverified; 3 pointer-only for licence) |
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
- RepCount
1 variant name, as the archive lists them.
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