Identity Protection for Image-to-Video Generation on Wan TI2V 5B 2.2
0.672ISMClean
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CleanSource Model=CogVideoX-5B, Target Model=Wan2.2-TI2V-5B2026.03 | 0.672 | 0.517 | 0.841 | 0.899 | 0.815 | |
| MISTSource Model=CogVideoX-5B, Target Model=Wan2.2-TI2V-5B2026.03 | 0.635 | 0.476 | 0.574 | 0.678 | 0.79 | |
| VGMShieldSource Model=CogVideoX-5B, Target Model=Wan2.2-TI2V-5B2026.03 | 0.628 | 0.499 | 0.53 | 0.624 | 0.778 | |
| SDS-Source Model=CogVideoX-5B, Target Model=Wan2.2-TI2V-5B2026.03 | 0.608 | 0.504 | 0.573 | 0.667 | 0.766 | |
| AdvDMSource Model=CogVideoX-5B, Target Model=Wan2.2-TI2V-5B2026.03 | 0.544 | 0.456 | 0.528 | 0.624 | 0.743 | |
| SDS+Source Model=CogVideoX-5B, Target Model=Wan2.2-TI2V-5B2026.03 | 0.538 | 0.478 | 0.512 | 0.622 | 0.741 | |
| Anti-I2VSource Model=CogVideoX-5B, Target Model=Wan2.2-TI2V-5B2026.03 | 0.439 | 0.45 | 0.502 | 0.623 | 0.743 |