Datasets › UBody
UBody
UBody is a large-scale Upper-Body dataset with the following annotations:
- 2D whole-body keypoints
- 3D SMPLX annotations
- Frame validity label
- Person bounding box (bbox)
- Hand bounding box (bbox)
Benchmarks archive 2025-07-28
All 1 leaderboard 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| 3D Human Pose Estimation | UBody | Multi-HMR PVE-All 56.4 | Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery... | naver/multi-hmr | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 15. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot | 1 | 1 | 22 Feb 2024 | ran 8 of 9 samples (1 unverified; 9 pointer-only for licence) |
| SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation | 2 | 1 | 29 Sep 2023 | not harvested |
| One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer | 1 | 1 | 28 Mar 2023 | ran 3 of 3 samples (0 unverified) |
| Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation | 1 | 1 | 23 Nov 2020 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- UBody
1 variant name, as the archive lists them.
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