Datasets › HiEve
HiEve (Human-in-Events)
A new large-scale dataset for understanding human motions, poses, and actions in a variety of realistic events, especially crowd & complex events. It contains a record number of poses (>1M), the largest number of action labels (>56k) for complex events, and one of the largest number of trajectories lasting for long terms (with average trajectory length >480). Besides, an online evaluation server is built for researchers to evaluate their approaches.
Source: Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events
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 | ||||
|---|---|---|---|---|---|---|
| Multi-Object Tracking | HiEve | CSTrack MOTA 48.6 | Rethinking the competition between detection and ReID in... | Zhongdao/Towards-Realtime-MOT +3 | 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 19. 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 | |||
|---|---|---|---|---|
| Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker | 1 | 1 | 2 May 2022 | not harvested |
| Rethinking the competition between detection and ReID in Multi-Object Tracking | 4 | 1 | 23 Oct 2020 | ran 2 of 15 samples (13 unverified) |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | 33 | 1 | 4 Apr 2020 | ran 8 of 53 samples (45 unverified) |
| Towards Real-Time Multi-Object Tracking | 12 | 1 | 27 Sep 2019 | ran 2 of 36 samples (34 unverified) |
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
- HiEve
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections