Video-to-4D Scene Generation on DAVIS 36 (test)
85.09CLIP ScoreDreamScene4D (Ours)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DreamScene4D (Ours)VSD=true, MF=true2024.05 | 85.09 | 0.152 | — | — | |
| DreamScene4D (w/o L_flow)VSD=true, MF=true2024.05 | 84.94 | 0.152 | — | — | |
| DreamScene4D (w/o L_rigid and L_scale)VSD=true, MF=true2024.05 | 83.24 | 0.153 | — | — | |
| Consistent4D2024.05 | 82.14 | 0.141 | 28.3 | 71.7 | |
| DreamGaussian4D w/ VSDVSD=true, MF=false2024.05 | 81.39 | 0.169 | 30.4 | 69.6 | |
| DreamGaussian4DVSD=false, MF=false2024.05 | 77.81 | 0.181 | 22.1 | 77.9 |