3D Pose Estimation
Image credit: GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision , ECCV'20
Papers
No papers found.
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Liftformer (n=27 CPN) | Average MPJPE (mm) | 48.6 | — | Unverified |
| 2 | Liftformer (n=81 CPN) | Average MPJPE (mm) | 46 | — | Unverified |
| 3 | Liftformer (n=243 CPN) | Average MPJPE (mm) | 44.8 | — | Unverified |
| 4 | TesseTrack | Average MPJPE (mm) | 18.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | OpenPose (body only) | PCK@0.2 | 87.8 | — | Unverified |
| 2 | BlazePose Full | PCK@0.2 | 84.1 | — | Unverified |
| 3 | BlazePose Lite | PCK@0.2 | 79.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | BlazePose Full | PCK@0.2 | 84.5 | — | Unverified |
| 2 | OpenPose (body only) | PCK@0.2 | 83.4 | — | Unverified |
| 3 | BlazePose Lite | PCK@0.2 | 77.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Occlusion-NET | 3DPCK | 93.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HRNet + Depth | Average MPJPE (mm) | 151 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | A2J | FPS | 93.78 | — | Unverified |