Video Personalization on OpenS2V-Eval & Self-Constructed Cross-Domain (test)
0.636NANO-CLIP ScoreDomainShuttle
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DomainShuttleBackbone=Wan2.2-14B2026.06 | 0.636 | 0.658 | 0.861 | 0.829 | |
| DomainShuttleBackbone=Wan2.1-14B2026.06 | 0.627 | 0.647 | 0.787 | 0.781 | |
| VACEBackbone=Wan2.1-14B2026.06 | 0.622 | 0.644 | 0.538 | 0.769 | |
| Kling 1.62026.06 | 0.621 | 0.64 | 0.725 | 0.771 | |
| MAGREF2026.06 | 0.618 | 0.638 | 0.499 | 0.705 | |
| HuMo2026.06 | 0.609 | 0.636 | 0.495 | 0.681 | |
| VACEBackbone=Wan2.2-14B2026.06 | 0.606 | 0.622 | 0.546 | 0.679 | |
| Phantom2026.06 | 0.602 | 0.645 | 0.506 | 0.703 | |
| BindWeave2026.06 | 0.598 | 0.612 | 0.51 | 0.629 | |
| SkyReels-V32026.06 | 0.593 | 0.616 | 0.493 | 0.681 | |
| FFGOBackbone=Wan2.2-14B2026.06 | 0.589 | 0.611 | 0.558 | 0.667 |