Depth-conditioned Video Generation on UVCBench
64.5Aesthetic QualityControlVideo
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ControlVideoBase Model=SD-1.5, #NFE=1002025.12 | 64.5 | 97.99 | 5 | 71.76 | 98.1 | 97.41 | 72.46 | 2.84 | 2.78 | 2.31 | 2.64 | |
| VACEBase Model=Wan-14B, #NFE=1002025.12 | 64.36 | 97.63 | 35 | 70.29 | 99.17 | 97.58 | 77.34 | 4.33 | 4.41 | 4.65 | 4.46 | |
| VDOTBase Model=Wan-14B, #NFE=42025.12 | 64.28 | 98.18 | 40 | 71.24 | 99.35 | 97.96 | 78.5 | 4.51 | 4.27 | 4.6 | 4.46 | |
| VACEBase Model=LTX-0.9B, #NFE=802025.12 | 58.62 | 98.18 | 30 | 70.14 | 99.29 | 97.81 | 75.67 | 2.89 | 2.82 | 2.24 | 2.65 | |
| Control-A-VideoBase Model=SD-1.5, #NFE=1002025.12 | 57.22 | 92.89 | 20 | 66.95 | 98.06 | 91.85 | 71.16 | 2.04 | 1.85 | 1.12 | 1.67 |