Video Personalization on VBench
0.9866Subject ConsistencyV-Warper
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| V-WarperPersonalization Category=Optimization-based2025.12 | 0.9866 | 0.975 | 0.9866 | 0.51 | 0.6074 | 70.6617 | 0.9774 | |
| SVGDPersonalization Category=Training-based2025.12 | 0.9811 | 0.9801 | 0.9922 | 0.21 | 0.6498 | 64.9768 | 0.9889 | |
| VACEPersonalization Category=Training-based2025.12 | 0.9685 | 0.9751 | 0.9829 | 0.45 | 0.6749 | 67.853 | 0.965 | |
| DreamVideoPersonalization Category=Optimization-based2025.12 | 0.9591 | 0.9766 | 0.9734 | 0.14 | 0.5111 | 62.4017 | 0.963 | |
| VideoBoothPersonalization Category=Training-based2025.12 | 0.9143 | 0.9494 | 0.9649 | 0.69 | 0.4483 | 56.0102 | 0.955 |