Image-to-Video Protection Evaluation on I2V protection evaluation protocol unseen prompts 1.0
4.72Subject Preservation ScoreClean
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CleanTarget I2V Model=CogVideoX2026.07 | 4.72 | 4.22 | 3.91 | 4.66 | 4.38 | |
| I2VGuardTarget I2V Model=CogVideoX2026.07 | 4.71 | 3.95 | 3.66 | 3.13 | 3.86 | |
| Anti-PromptTarget I2V Model=CogVideoX2026.07 | 4.26 | 2.82 | 2.61 | 2.28 | 2.99 | |
| CleanTarget I2V Model=LTX-Video2026.07 | 3.78 | 2.83 | 2.85 | 3.08 | 3.13 | |
| I2VGuardTarget I2V Model=LTX-Video2026.07 | 3.37 | 2.21 | 2.17 | 1.95 | 2.46 | |
| Anti-PromptTarget I2V Model=LTX-Video2026.07 | 3.21 | 2.2 | 2.17 | 1.92 | 2.38 |