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Wildtrack

Introduced by Tatjana Chavdarova et al. in WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection1 Jun 2018 archive 2025-07-28

Wildtrack is a large-scale and high-resolution dataset. It has been captured with seven static cameras in a public open area, and unscripted dense groups of pedestrians standing and walking. Together with the camera frames, we provide an accurate joint (extrinsic and intrinsic) calibration, as well as 7 series of 400 annotated frames for detection at a rate of 2 frames per second. This results in over 40 000 bounding boxes delimiting every person present in the area of interest, for a total of more than 300 individuals.

HomepageBenchmarksPapers JSON

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)PaperCode
Multiview Detection Wildtrack MVFP MODA 94.1 Enhancing Multi-View Pedestrian Detection Through... — 10 Compare
Multi-Object Tracking Wildtrack MCBLT IDF1 95.6 MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos — 9 Compare

Papers archive 2025-07-28

14 shown of 14 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 65. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos 0 1 1 Dec 2024 not harvested
Mahalanobis Distance-based Multi-view Optimal Transport for Multi-view Crowd Localization 1 1 3 Sep 2024 not harvested
Lifting Multi-View Detection and Tracking to the Bird's Eye View 1 2 19 Mar 2024 not harvested
Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling 0 1 20 Dec 2023 not harvested
EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View 1 2 20 Oct 2023 not harvested
ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking 1 1 25 Aug 2023 not harvested
Multi-view Tracking Using Weakly Supervised Human Motion Prediction 1 2 19 Oct 2022 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)
Real-time 3D Deep Multi-Camera Tracking 0 2 26 Mar 2020 not harvested
A Bayesian Filter for Multi-view 3D Multi-object Tracking with Occlusion Handling 0 2 13 Jan 2020 not harvested
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection 2 1 19 Apr 2017 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Multi-Object TrackingMultiview Detection

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

  • Wildtrack

1 variant name, as the archive lists them.

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