Multiple People Tracking

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

6 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (23 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• MOT16: A Benchmark for Multi-Object Tracking
  2 Mar 2016 8 repositories listed Syntology ran 11 of 38 samples · 27 unverified · 1 pointer-only (licence)
  Recently, a new benchmark for Multiple Object Tracking, MOTChallenge, was launched with the goal of collecting existing and new data and creating a framework for the standardized evaluation of multiple object tracking…
• MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
  17 Nov 2022 4 repositories listed
  In this paper, we propose MOTRv2, a simple yet effective pipeline to bootstrap end-to-end multi-object tracking with a pretrained object detector.
• The 1st-place Solution for ECCV 2022 Multiple People Tracking in Group Dance Challenge
  27 Oct 2022 3 repositories listed
  We present our 1st place solution to the Group Dance Multiple People Tracking Challenge.
• Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification
  12 Sep 2018 3 repositories listed Syntology ran 0 of 6 samples · 6 unverified
  Online multi-object tracking is a fundamental problem in time-critical video analysis applications.
• Enhancing Multi-Camera People Tracking with Anchor-Guided Clustering and Spatio-Temporal Consistency ID Re-Assignment
  19 Apr 2023 2 repositories listed
  Multi-camera multiple people tracking has become an increasingly important area of research due to the growing demand for accurate and efficient indoor people tracking systems, particularly in settings such as retail,…
• A Robust Online Multi-Camera People Tracking System With Geometric Consistency and State-aware Re-ID Correction
  17 Jun 2024 1 repository listed
  Multi-camera multiple people tracking is a crucial technology for surveillance crowd management and social behavior analysis enabling large-scale monitoring and comprehensive understanding of complex scenarios involving…
• BoostTrack: boosting the similarity measure and detection confidence for improved multiple object tracking
  12 Apr 2024 1 repository listed
  To utilize low-detection score bounding boxes in one-stage association, we propose to boost the confidence scores of two groups of detections: the detections we assume to correspond to the existing tracked object, and…
• Do Different Tracking Tasks Require Different Appearance Models?
  5 Jul 2021 1 repository listed Syntology ran 6 of 17 samples · 11 unverified
  We show how most tracking tasks can be solved within this framework, and that the same appearance model can be successfully used to obtain results that are competitive against specialised methods for most of the tasks…
• MOT20: A benchmark for multi object tracking in crowded scenes
  19 Mar 2020 1 repository listed
  The benchmark for Multiple Object Tracking, MOTChallenge, was launched with the goal to establish a standardized evaluation of multiple object tracking methods.

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.