Datasets › Collective Activity
Collective Activity
The Collective Activity Dataset contains 5 different collective activities: crossing, walking, waiting, talking, and queueing and 44 short video sequences some of which were recorded by consumer hand-held digital camera with varying view point.
Source: http://vhosts.eecs.umich.edu/vision//activity-dataset.html Image Source: http://vhosts.eecs.umich.edu/vision//activity-dataset.html
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 | ||||
|---|---|---|---|---|---|---|
| Group Activity Recognition | Collective Activity | Tamura et al. Accuracy 96.5 | Hunting Group Clues with Transformers for Social Group... | — | 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 9. 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 | |||
|---|---|---|---|---|
| CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition | 1 | 1 | 9 Oct 2024 | ran 2 of 2 samples (0 unverified) |
| Hunting Group Clues with Transformers for Social Group Activity Recognition | 0 | 1 | 12 Jul 2022 | not harvested |
| COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality | 1 | 1 | 11 Dec 2021 | not harvested |
| Learning Actor Relation Graphs for Group Activity Recognition | 2 | 1 | 23 Apr 2019 | not harvested |
| Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition | 0 | 1 | 1 Nov 2018 | not harvested |
| Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition | 0 | 1 | 13 Nov 2015 | 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
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Collective Activity
1 variant name, as the archive lists them.
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