CAPE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Human Reconstruction | CAPE-NFP | Chamfer Distance0.0097 | 58 | |
| 3D Human Reconstruction | CAPE-FP | Chamfer Distance0.6954 | 51 | |
| 3D Human Reconstruction | CAPE | Chamfer Dist.0.6784 | 40 | |
| Monocular image reconstruction | CAPE (test) | P2S0.855 | 9 | |
| 3D human reconstruction | CAPE multi-view | Chamfer Distance0.841 | 9 | |
| Single-view human reconstruction | CAPE ICON version (test) | CD P2S (cm)1.899 | 8 | |
| 3D Canonicalization | CAPE (test) | IoU0.9655 | 8 | |
| Single-view human reconstruction | CAPE | Pred-to-Scan (mm)21.324 | 7 | |
| 3D Human Reconstruction | CAPE (test) | Chamfer Distance1.303 | 7 | |
| Clothing Surface Registration | CAPE (test) | Outer Error (mm)21.2 | 6 | |
| Motion Retargeting | CAPE (test) | PA-MPJPE39.5 | 5 | |
| Shape and Motion Recovery | CAPE (test) | PA-MPJPE38.4 | 5 | |
| Future Prediction | CAPE | PA-MPJPE73.1 | 4 | |
| Fitting point cloud sequences | CAPE (test) | PA-MPJPE16.2 | 4 | |
| 3D Mesh Registration | CAPE (val) | Outer Error (mm)23.1 | 4 | |
| Motion Completion | CAPE | PA-MPJPE53.8 | 3 | |
| Future Prediction | CAPE (test) | IoU71.7 | 3 | |
| Motion Completion | CAPE (test) | IoU90.3 | 3 | |
| 4D Reconstruction | CAPE (test) | IoU73.3 | 3 | |
| 3D Mesh Reconstruction | CAPE entire (test) | Chamfer-L20.93 | 3 | |
| Rotation Estimation | CAPE | Per-Vertex Error34.1 | 3 | |
| Pose-aware shape modeling | CAPE Extrapolation (test) | Pl0.214 | 3 | |
| Pose-aware shape modeling | CAPE Interpolation (test) | Ds2m0.57 | 3 |
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