Datasets › 3DPW
3DPW
The 3D Poses in the Wild dataset is the first dataset in the wild with accurate 3D poses for evaluation. While other datasets outdoors exist, they are all restricted to a small recording volume. 3DPW is the first one that includes video footage taken from a moving phone camera.
The dataset includes:
- 60 video sequences.
- 2D pose annotations.
- 3D poses obtained with the method introduced in the paper.
- Camera poses for every frame in the sequences.
- 3D body scans and 3D people models (re-poseable and re-shapeable). Each sequence contains its corresponding models.
- 18 3D models in different clothing variations.
Source: https://virtualhumans.mpi Image Source: https://virtualhumans.mpi
Benchmarks archive 2025-07-28
All 4 leaderboards 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 | 3DPW | ExtPose (-a, T=16) MPVPE 67.5 | ExtPose: Robust and Coherent Pose Estimation by Extending ViTs | — | 119 | Compare |
| Human Pose Forecasting | 3DPW | STS-GCN Average MPJPE (mm) 1000 msec 42.3 | Space-Time-Separable Graph Convolutional Network for... | fraluca/stsgcn | 7 | Compare |
| Hand Pose Estimation | 3DPW | Hand4Whole MPJPE 86.6 | Accurate 3D Hand Pose Estimation for Whole-Body 3D Human... | mks0601/Hand4Whole_RELEASE | 1 | Compare |
| Pose Estimation | 3DPW | HybridCap Acceleration Error 5.4 | HybridCap: Inertia-aid Monocular Capture of Challenging... | — | 1 | Compare |
Papers archive 2025-07-28
30 shown of 113 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 395. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 113 is in the JSON twin.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Custom (research-only, non-commercial)
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- 3DPW
1 variant name, as the archive lists them.
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