DFAUST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Articulated Mesh Reconstruction | DFaust Out of Distribution 6 (unseen pose) | IoU BBox96.76 | 30 | |
| Articulated Mesh Reconstruction | DFaust Within Distribution 6 (train/test) | IoU (Bbox)98.67 | 30 | |
| 3D point cloud deformation | DFAUST (test) | Weight L10.0106 | 18 | |
| Action recognition | DFAUST (test) | Top-1 Acc87.26 | 11 | |
| 3D Pose Transfer | DFAUST (unseen raw scan) | Runtime (s)0.0044 | 4 | |
| Shape Space Learning | DFaust (test) | Mean Distance (Reg vs Recon)0.568 | 4 | |
| 3D pose transferring | DFAUST 5 (Raw scan) | PMD (x10^-4)13.7 | 2 |
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