3D Human Pose Estimation on Human3.6M 2D SimpleBaseline (test)
18.8MPJPE Error (Direction)Volumetric
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VolumetricInput=Full2026.05 | 18.8 | 21.7 | 19.6 | 50.1 | 21.2 | 21 | 18.4 | 20.2 | 21.8 | 57.1 | 21.5 | 48.4 | 22.5 | 21.7 | 22.5 | 26.7 | |
| AlgebraicInput=Full2026.05 | 19.8 | 23 | 20.3 | 49.9 | 21.9 | 21.7 | 18.3 | 20.5 | 23.4 | 58.6 | 22.1 | 48.4 | 23 | 22.5 | 24.1 | 27.5 | |
| OursInput=Sparse2026.05 | 21.2 | 24.7 | 19.7 | 23 | 19.8 | 21.6 | 19 | 21.6 | 22.9 | 31.2 | 21.6 | 23.2 | 21.7 | 23.4 | 19.8 | 22.3 | |
| SgraformerInput=Full2026.05 | 24.3 | 25.1 | 21.1 | 24.7 | 24.5 | 24.9 | 21.6 | 22.1 | 26.5 | 32.1 | 25.1 | 24 | 21.3 | 25.4 | 21.6 | 24.3 | |
| Adafuse + MCCInput=Interp2026.05 | 27.6 | 30 | 25.1 | 29.4 | 26.5 | 26.9 | 26.4 | 27.9 | 29.2 | 32.3 | 27.9 | 28.5 | 26.4 | 29.9 | 25.4 | 28 | |
| AdafuseInput=Full2026.05 | 28.3 | 29.9 | 25.3 | 29.5 | 26.9 | 26.4 | 27 | 28.1 | 28.7 | 32.1 | 27.8 | 28.8 | 26.7 | 29.6 | 25.5 | 28.1 | |
| Adafuse + SLERPInput=Interp2026.05 | 28.3 | 30 | 25.3 | 30.5 | 26.9 | 26.4 | 26.9 | 28.1 | 28.7 | 32.1 | 27.7 | 28.8 | 26.8 | 29.6 | 25.5 | 28.1 | |
| AdafuseInput=Sparse2026.05 | 29.9 | 30.6 | 26.1 | 31.2 | 27.9 | 27.4 | 27.7 | 30.2 | 29.7 | 32.3 | 28.5 | 29.8 | 30.8 | 31 | 29 | 29.5 | |
| FinePoseInput=Single, T=2432026.05 | 31.7 | 32.3 | 28.7 | 29.7 | 33.6 | 34.9 | 29.1 | 28.7 | 40.9 | 40.9 | 32.9 | 31.4 | 23.1 | 31.6 | 22.4 | 31.4 | |
| KTP-FormerInput=Single, T=2432026.05 | 35.4 | 36.9 | 34.3 | 34.7 | 39.6 | 43.4 | 36.3 | 35 | 47.5 | 57.4 | 39.4 | 35.4 | 27.5 | 38.7 | 29.4 | 38.1 | |
| GLA-GCNInput=Single, T=2432026.05 | 41.1 | 42.9 | 40.5 | 39.3 | 44.2 | 52.8 | 42.5 | 40.9 | 54.1 | 60.6 | 44.5 | 40.4 | 32.2 | 44.8 | 35.2 | 43.7 |