Multiview Gait Recognition

Benchmarks archive 2025-07-28

2 leaderboard tables shown for this task, 2 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.

Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.

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

1 dataset 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

9 shown of 9 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.

• GaitPart: Temporal Part-Based Model for Gait Recognition
  1 Jun 2020 5 repositories listed
  Gait recognition, applied to identify individual walking patterns in a long-distance, is one of the most promising video-based biometric technologies.
• GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition
  15 Nov 2018 3 repositories listed
  In this paper we present a novel perspective, where a gait is regarded as a set consisting of independent frames.
• GaitGraph: Graph Convolutional Network for Skeleton-Based Gait Recognition
  27 Jan 2021 2 repositories listed
  However, silhouette images can lose fine-grained spatial information, and most papers do not regard how to obtain these silhouettes in complex scenes.
• GaitSTR: Gait Recognition with Sequential Two-stream Refinement
  2 Apr 2024 1 repository listed
  We demonstrate that with refined skeletons, the performance of the gait recognition model can achieve further improvement on public gait recognition datasets compared with state-of-the-art methods without extra…
• Hierarchical Spatio-Temporal Representation Learning for Gait Recognition
  19 Jul 2023 1 repository listed Syntology ran 3 of 5 samples · 2 unverified · 5 pointer-only (licence)
  While current methods focus on exploiting body part-based representations, they often neglect the hierarchical dependencies between local motion patterns.
• GaitRef: Gait Recognition with Refined Sequential Skeletons
  16 Apr 2023 1 repository listed
  Two common modalities used for representing the walking sequence of a person are silhouettes and joint skeletons.
• GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial Mixer
  27 Oct 2022 1 repository listed
  Most existing gait recognition methods are appearance-based, which rely on the silhouettes extracted from the video data of human walking activities.
• GaitMM: Multi-Granularity Motion Sequence Learning for Gait Recognition
  18 Sep 2022 1 repository listed
  In this study, we propose a multi-granularity motion representation network (GaitMM) for gait sequence learning.
• Clothes-Changing Person Re-identification with RGB Modality Only
  14 Apr 2022 1 repository listed Syntology ran 1 of 1 samples · 0 unverified
  In this paper, we propose a Clothes-based Adversarial Loss (CAL) to mine clothes-irrelevant features from the original RGB images by penalizing the predictive power of re-id model w.

Syntology lines on 2 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.