Video-to-4D Motion Generation on 4D Generation Evaluation Set
0.96I2V4DGen
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4DGenInB (Oracle)=false2026.06 | 0.96 | — | — | — | 0.99 | 0.42 | 1.2 | 14 | 2.67 | 1.82 | 3.29 | 1.76 | — | |
| 4DGenInB (Oracle)=true2026.06 | 0.96 | — | — | — | 0.99 | 0.41 | — | — | 2.5 | 2.21 | 3.19 | 2.08 | — | |
| SV4D 2.0InB (Oracle)=true2026.06 | 0.93 | — | — | — | 1 | 0.34 | — | — | 2.3 | 3.31 | 2.59 | 2.83 | — | |
| SC4DInB (Oracle)=true2026.06 | 0.92 | — | — | — | 0.99 | 0.41 | — | — | 2.41 | 2.89 | 2.74 | 2.49 | — | |
| GVFDInB (Oracle)=true2026.06 | 0.92 | — | — | — | 0.99 | 0.39 | — | — | 1.88 | 2.09 | 2.41 | 1.59 | — | |
| DreamGaussian4DInB (Oracle)=true2026.06 | 0.91 | — | — | — | 0.99 | 0.41 | — | — | 2.14 | 2.74 | 2.41 | 2.28 | — | |
| SC4DInB (Oracle)=false2026.06 | 0.91 | — | — | — | 0.99 | 0.41 | 21 | 6 | 2.42 | 3.04 | 2.73 | 2.1 | — | |
| SV4D 2.0InB (Oracle)=false2026.06 | 0.91 | — | — | — | 0.99 | 0.35 | 2.3 | 27 | 2.76 | 3.65 | 3.24 | 2.54 | — | |
| ActionMeshInB (Oracle)=true2026.06 | 0.91 | 0.27 | 0.46 | 0.39 | 1 | 0.44 | — | — | 3.02 | 3.17 | 3.29 | 2.99 | — | |
| DreamGaussian4DInB (Oracle)=false2026.06 | 0.9 | — | — | — | 0.99 | 0.42 | 18 | 21 | 2.24 | 2.89 | 2.56 | 2.34 | — | |
| GVFDInB (Oracle)=false2026.06 | 0.89 | — | — | — | 0.97 | 0.36 | 3.9 | 14 | 1.93 | 1.86 | 2.31 | 1.44 | — | |
| ActionMeshInB (Oracle)=false2026.06 | 0.89 | 0.27 | 0.43 | 0.35 | 1 | 0.43 | 3.2 | 11 | 2.52 | 2.89 | 2.9 | 2.63 | — |