Text-to-Video Customization on CIVC V1-V35 Single-concept 1.0 (test)
70.96IACCDM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CCDM#Params=12.63M2026.06 | 70.96 | 76.3 | 52.98 | 1.69 | 1.34 | |
| CIDM#Params=19.25M2026.06 | 68.49 | 75.06 | 50.36 | 3.04 | 1.93 | |
| CLoRA#Params=18.91M2026.06 | 67.76 | 74.9 | 50.25 | 4.44 | 2.19 | |
| L2DM#Params=18.91M2026.06 | 67.49 | 74.02 | 50.53 | 4.85 | 2.24 | |
| CPG#Params=18.91M2026.06 | 67.06 | 74.28 | 50.01 | 5.08 | 2.83 | |
| LWF#Params=18.91M2026.06 | 66.48 | 74.18 | 48.37 | 6.48 | 3.1 | |
| LoRA-M#Params=18.91M2026.06 | 65.85 | 75.06 | 47.55 | 7.86 | 2.03 | |
| EWC#Params=18.91M2026.06 | 65.78 | 73.89 | 48.06 | 7.06 | 3.18 | |
| LoRA-C#Params=18.91M2026.06 | 65.33 | 75.38 | 47.06 | 8.34 | 1.98 | |
| Finetuning#Params=18.91M2026.06 | 60.23 | 74.56 | 41.05 | 11.67 | 3.54 |