Datasets › CVCS
CVCS (Cross-View Cross-Scene Multi-View Crowd Counting Dataset)
CVCS is a synthetic multi-view people dataset, containing 31 scenes, where 23 are for training and the rest 8 for testing. The scene size varies from about 10m∗20m to 90m∗80m. Each scene contains 100 multi-view frames. The ground plane map resolution is 900×800, where each grid stands for 0.1 meters in the real world. In training, 5 views are randomly selected 5 times in each iteration per scene frame, and the same view number is randomly selected 21 times in evaluation.
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 | ||||
|---|---|---|---|---|---|---|
| Multiview Detection | CVCS | M-MVOT MODA (0.5m) 43.5 | Mahalanobis Distance-based Multi-view Optimal Transport... | zqyq/Mahalanobis-Distance-based-Multi-view-Optimal-Transport-for-Multi-view-Crowd-Localization | 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 10. 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 | |||
|---|---|---|---|---|
| Mahalanobis Distance-based Multi-view Optimal Transport for Multi-view Crowd Localization | 1 | 1 | 3 Sep 2024 | not harvested |
| Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting | 1 | 1 | 30 May 2024 | not harvested |
| 3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian Localization | 1 | 1 | 22 Jul 2022 | ran 2 of 8 samples (6 unverified; 8 pointer-only for licence) |
| Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation) | 1 | 1 | 12 Aug 2021 | not harvested |
| Stacked Homography Transformations for Multi-View Pedestrian Detection | 0 | 1 | 1 Jan 2021 | not harvested |
| Multiview Detection with Feature Perspective Transformation | 3 | 1 | 14 Jul 2020 | ran 0 of 1 samples (1 unverified; 1 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
- CVCS
1 variant name, as the archive lists them.
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