3D Human Pose Estimation
3D Human Pose Estimation is a computer vision task that involves estimating the 3D positions and orientations of body joints and bones from 2D images or videos. The goal is to reconstruct the 3D pose of a person in real-time, which can be used in a variety of applications, such as virtual reality, human-computer interaction, and motion analysis.
Papers
Showing 1–10 of 665 papers
All datasets3DPWMPI-INF-3DHPHuman3.6MHumanEva-IH3WBTotal CaptureEMDBAGORAPanopticSurreal3D Poses in the Wild ChallengeAIST++
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PyMAF | Average MPJPE-PA (mm) | 82.85 | — | Unverified |
| 2 | LGD | Average MPJPE-PA (mm) | 81.14 | — | Unverified |
| 3 | ROMP | Average MPJPE-PA (mm) | 75.19 | — | Unverified |
| 4 | FastMETRO-L | Average MPJPE-PA (mm) | 72.68 | — | Unverified |
| 5 | PARE | Average MPJPE-PA (mm) | 72.2 | — | Unverified |
| 6 | GLAMR | Average MPJPE-PA (mm) | 71.01 | — | Unverified |
| 7 | CLIFF | Average MPJPE-PA (mm) | 68.8 | — | Unverified |
| 8 | FastMETRO-L no SMPL Head | Average MPJPE-PA (mm) | 66.79 | — | Unverified |
| 9 | HybrIK | Average MPJPE-PA (mm) | 65.59 | — | Unverified |
| 10 | BioPose | Average MPJPE-PA (mm) | 52.1 | — | Unverified |