Datasets › MPI-INF-3DHP
MPI-INF-3DHP
MPI-INF-3DHP is a 3D human body pose estimation dataset consisting of both constrained indoor and complex outdoor scenes. It records 8 actors performing 8 activities from 14 camera views. It consists on >1.3M frames captured from the 14 cameras.
Source: Anatomy-aware 3D Human Pose Estimation in Videos Image Source: https://arxiv.org/abs/1611.09813
Benchmarks archive 2025-07-28
All 5 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 | MPI-INF-3DHP | TCPFormer (T=81) MPJPE 15 | TCPFormer: Learning Temporal Correlation with Implicit... | asukacamellia/tcpformer | 108 | Compare |
| Unsupervised 3D Human Pose Estimation | MPI-INF-3DHP | LInKs PCK 86.3 | LInKs "Lifting Independent Keypoints" -- Partial Pose... | — | 4 | Compare |
| Weakly-supervised 3D Human Pose Estimation | MPI-INF-3DHP | GeoRep (semi-supervised) MPJPE 113.8 | Weakly-Supervised 3D Human Pose Learning via Multi-view... | — | 3 | Compare |
| Multi-Hypotheses 3D Human Pose Estimation | MPI-INF-3DHP | GFPose (HPJ2D-000, S=200) PCK 86.9 | GFPose: Learning 3D Human Pose Prior with Gradient Fields | Embracing/GFPose | 1 | Compare |
| Pose Retrieval | MPI-INF-3DHP | Pr-VIPE Hit@1 26.4 | View-Invariant Probabilistic Embedding for Human Pose | google-research/google-research +1 | 1 | Compare |
Papers archive 2025-07-28
30 shown of 100 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 289. 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 100 is in the JSON twin.
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
- MPI-INF-3DHP
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections