3D Human Pose Tracking

Benchmarks archive 2025-07-28

1 leaderboard table shown for this task, 1 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

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

Subtasks archive 2025-07-28

1 subtask in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (9 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.

• Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting
  17 Jul 2023 1 repository listed Syntology ran 9 of 13 samples · 4 unverified
  In this paper, we set up an egocentric 3D hand trajectory forecasting task that aims to predict hand trajectories in a 3D space from early observed RGB videos in a first-person view.
• Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer
  16 Mar 2023 1 repository listed
  Event camera, as an asynchronous vision sensor capturing scene dynamics, presents new opportunities for highly efficient 3D human pose tracking.
• Part-Aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking
  22 Jun 2021 1 repository listed
  This paper introduces an approach for multi-human 3D pose estimation and tracking based on calibrated multi-view.
• Iterative Greedy Matching for 3D Human Pose Tracking from Multiple Views
  24 Jan 2021 1 repository listed
  In this work we propose an approach for estimating 3D human poses of multiple people from a set of calibrated cameras.

Syntology lines on 1 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.