Datasets › NWPU-Crowd
NWPU-Crowd
NWPU-Crowd consists of 5,109 images, in a total of 2,133,375 annotated heads with points and boxes. Compared with other real-world datasets, it contains various illumination scenes and has the largest density range (0~20,033).
Source: NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Crowd Counting | NWPU-Crowd (Val) | EBC-ZIP-B MAE 28.26 | EBC-ZIP: Improving Blockwise Crowd Counting with... | yiming-m/ebc-zip | 6 | Compare |
| Crowd Counting | NWPU-Crowd | APGCC MAE 71.7 | Improving Point-based Crowd Counting and Localization... | AaronCIH/APGCC | 1 | 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 32. 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 | |||
|---|---|---|---|---|
| EBC-ZIP: Improving Blockwise Crowd Counting with Zero-Inflated Poisson Regression | 1 | 1 | 24 Jun 2025 | not harvested |
| Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance | 1 | 1 | 17 May 2024 | not harvested |
| CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification | 1 | 5 | 14 Mar 2024 | 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
- NWPU-Crowd
- NWPU-Crowd (Val)
2 variant names, as the archive lists them.
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