3D + Video-to-4D Motion Generation on 4D Generation Evaluation Set
0.27RMSEMotion 3-to-4
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Motion 3-to-4InB (Oracle)=true2026.06 | 0.27 | 0.46 | 0.43 | 0.91 | 1 | 0.43 | — | — | 2.77 | 2.82 | 3 | 2.84 | — | |
| ActionMeshInB (Oracle)=false2026.06 | 0.31 | 0.39 | 0.28 | 0.92 | 1 | 0.46 | 3.2 | 11 | 2.9 | 2.56 | 3.29 | 2.73 | — | |
| Motion 3-to-4InB (Oracle)=false2026.06 | 0.31 | 0.5 | 0.43 | 0.89 | 1 | 0.42 | 8 | 4.3 | 2.09 | 2.34 | 2.32 | 2.15 | — | |
| ActionMeshInB (Oracle)=true2026.06 | 0.33 | 0.41 | 0.3 | 0.91 | 0.99 | 0.47 | — | — | 2.14 | 1.71 | 2.63 | 2.08 | — |