Large-Scale Person Re-Identification

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

3 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.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (13 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.

• Simple Online and Realtime Tracking with a Deep Association Metric
  21 Mar 2017 75 repositories listed Syntology ran 12 of 40 samples · 28 unverified · 7 pointer-only (licence)
  Simple Online and Realtime Tracking (SORT) is a pragmatic approach to multiple object tracking with a focus on simple, effective algorithms.
• 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.
• The Self-Optimal-Transport Feature Transform
  6 Apr 2022 1 repository listed
  The Self-Optimal-Transport (SOT) feature transform is designed to upgrade the set of features of a data instance to facilitate downstream matching or grouping related tasks.
• Progressive Bilateral-Context Driven Model for Post-Processing Person Re-Identification
  7 Sep 2020 1 repository listed
  Most existing person re-identification methods compute pairwise similarity by extracting robust visual features and learning the discriminative metric.
• Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification
  23 Jun 2020 1 repository listed Syntology ran 0 of 9 samples · 9 unverified
  To address this, we propose to automatically synthesize a large-scale person re-identification dataset following a set-up similar to real surveillance but with virtual environments, and then use the synthesized person…
• Pedestrian Alignment Network for Large-scale Person Re-identification
  3 Jul 2017 1 repository listed
  This task aims to search a query person in a large image pool.

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.