Datasets › WiderPerson
WiderPerson
WiderPerson contains a total of 13,382 images with 399,786 annotations, i.e., 29.87 annotations per image, which means this dataset contains dense pedestrians with various kinds of occlusions. Hence, pedestrians in the proposed dataset are extremely challenging due to large variations in the scenario and occlusion, which is suitable to evaluate pedestrian detectors in the wild.
Source: WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild Image Source: http://www.cbsr.ia.ac.cn/users/sfzhang/WiderPerson/
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 | ||||
|---|---|---|---|---|---|---|
| Object Detection | WiderPerson | IterDet (Faster RCNN, ResNet50, 2 iterations) AP 91.95 | IterDet: Iterative Scheme for Object Detection in... | — | 4 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 11. 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 | |||
|---|---|---|---|---|
| IterDet: Iterative Scheme for Object Detection in Crowded Environments | 0 | 2 | 12 May 2020 | not harvested |
| PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression | 0 | 1 | 16 Mar 2020 | not harvested |
| WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild | 0 | 1 | 25 Sep 2019 | 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
- WiderPerson
1 variant name, as the archive lists them.
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