Single-concept Video Customization on CTVC (Continual Text-to-Video Customization) evaluation set
29.9CLIPTCCVD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CCVDBackbone=DreamVideo2025.12 | 29.9 | 64.3 | 33.4 | 96.4 | 1.1 | 2.3 | 1.9 | |
| CLoRABackbone=DreamVideo2025.12 | 28.7 | 60.7 | 31 | 96.1 | 3.5 | 5.3 | 4.1 | |
| L2DMBackbone=DreamVideo2025.12 | 28.3 | 62.3 | 31.2 | 96.2 | 3.1 | 3.9 | 3.7 | |
| EWCBackbone=DreamVideo2025.12 | 28.1 | 58.4 | 29.5 | 96.1 | 5.4 | 7.8 | 6.3 | |
| LoRA-MBackbone=DreamVideo2025.12 | 25.5 | 57.8 | 29 | 96.1 | 5.2 | 8.4 | 6.2 | |
| LWFBackbone=DreamVideo2025.12 | 24.8 | 59.3 | 30 | 96.2 | 4.3 | 6.8 | 5.8 | |
| FinetuningBackbone=DreamVideo2025.12 | 22.9 | 52.3 | 25.1 | 96.3 | 9.5 | 14.5 | 11.2 |