3D Whole-body Human Pose and Shape Estimation on UBody (test)
31.9PA-PVE (All)SMPLer-X
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SMPLer-XFinetuned on UBody=true, Bounding box source=Ground-truth2024.03 | 31.9 | 10.3 | 2.8 | 57.4 | 40.2 | 21.6 | — | — | — | — | — | — | |
| AiOSFinetuned on UBody=false, Bounding box source=Predicted2024.03 | 32.5 | 7.3 | 2.8 | 58.6 | 39 | 19.6 | — | — | — | — | — | — | |
| SMPLer-XFinetuned on UBody=false, Bounding box source=Ground-truth2024.03 | 33.2 | 10.6 | 2.8 | 61.5 | 43.3 | 23.1 | — | — | — | — | — | — | |
| Native AiOSFinetuned on UBody=false, Bounding box source=Predicted2024.03 | 35.6 | 8.6 | 2.9 | 62.7 | 41.3 | 20.8 | — | — | — | — | — | — | |
| OSXFinetuned on UBody=true, Bounding box source=Ground-truth2024.03 | 42.2 | 8.6 | 2 | 81.9 | 41.5 | 21.2 | — | — | — | — | — | — | |
| OSXFinetuned on UBody=false, Bounding box source=Ground-truth2024.03 | 42.4 | 10.8 | 2.4 | 92.4 | 47.7 | 24.9 | — | — | — | — | — | — | |
| H4WFinetuned on UBody=true, Bounding box source=Ground-truth2024.03 | 44.8 | 8.9 | 2.8 | 104.1 | 45.7 | 27 | — | — | — | — | — | — | |
| PIXIEFinetuned on UBody=false, Bounding box source=Ground-truth2024.03 | 61.7 | 12.2 | 4.2 | 168.4 | 55.6 | 45.2 | — | — | — | — | — | — | |
| AiOStrained with extra external datasets=true, framework=one-stage2026.04 | — | — | — | — | — | — | 58.6 | 39 | 19.6 | 32.5 | 7.3 | 2.8 | |
| CoEvoerframework=one-stage, fine-tune=true2026.04 | — | — | — | — | — | — | 51.6 | 27.8 | 16.2 | 26.5 | 7.1 | 1.8 | |
| ExPose2026.04 | — | — | — | — | — | — | 171.5 | 83.7 | 45.1 | 66.9 | 12 | 3.9 | |
| H4Wpipeline=two-stage2026.04 | — | — | — | — | — | — | 104.1 | 45.7 | 27 | 44.8 | 8.9 | 2.8 | |
| OSX2026.04 | — | — | — | — | — | — | 81.9 | 41.5 | 21.2 | 42.2 | 8.6 | 2 | |
| PIXIE2026.04 | — | — | — | — | — | — | 168.4 | 55.6 | 45.2 | 61.7 | 12.2 | 4.2 | |
| SMPLer-Xtrained with extra external datasets=true, framework=one-stage2026.04 | — | — | — | — | — | — | 57.4 | 40.2 | 21.6 | 31.9 | 10.3 | 2.8 |