3D Human Pose Estimation on Human3.6M 2D CPN (test)
44.4Average Performance ScoreGLA-GCN
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GLA-GCNInput=Single, T=2432026.05 | 44.4 | 41.4 | 44.4 | 40.8 | 41.8 | 46 | 54.1 | 42.1 | 41.5 | 57.9 | 62.9 | 45.1 | 42.8 | 29.3 | 45.9 | 29.9 | |
| KTP-FormerInput=Single, T=2432026.05 | 40.2 | 37.7 | 39.7 | 35.9 | 37.7 | 42.1 | 48 | 38.7 | 39.2 | 52.5 | 56.2 | 41.3 | 40 | 26.8 | 39.6 | 27.6 | |
| FinePoseInput=Single, T=2432026.05 | 40.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AdafuseInput=Sparse2026.05 | 36.9 | 35.9 | 37.2 | 33.3 | 36.2 | 36.7 | 37.2 | 33.1 | 36.9 | 41.8 | 41 | 37.6 | 35.8 | 37 | 38.2 | 35.1 | |
| AdafuseInput=Full2026.05 | 35.8 | 35 | 37.1 | 32.2 | 34.9 | 35.2 | 36.6 | 33 | 34.6 | 40.5 | 41.3 | 37.2 | 35.3 | 33.8 | 37.4 | 33.1 | |
| SgraformerInput=Full2026.05 | 35.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Adafuse + SLERPInput=Interp2026.05 | 35.3 | 34.4 | 36.8 | 31.9 | 34 | 34.6 | 35.7 | 32.3 | 34.1 | 40.2 | 41 | 36.7 | 34.8 | 33.4 | 36.8 | 32.4 | |
| Adafuse + MCCInput=Interp2026.05 | 34.4 | 31.9 | 36.9 | 30.1 | 32.8 | 33.4 | 32 | 32 | 32.4 | 37.4 | 48.8 | 33.9 | 33.7 | 32.4 | 36.5 | 31.6 | |
| OursInput=Sparse2026.05 | 33.6 | 32 | 35.2 | 30 | 32.4 | 33 | 34.4 | 30.2 | 32.3 | 38.9 | 40.1 | 35.5 | 32.9 | 31.4 | 36 | 30.4 |