Image-to-Video Protection Evaluation on I2V protection evaluation protocol 1.0 (seen prompts)
4.86Subject PreservationClean
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CleanTarget I2V Model=CogVideoX2026.07 | 4.86 | 4.55 | 4.19 | 4.79 | 4.58 | |
| I2VGuardTarget I2V Model=CogVideoX2026.07 | 4.72 | 4.18 | 3.81 | 2.97 | 3.92 | |
| CleanTarget I2V Model=LTX-Video2026.07 | 4.64 | 4.01 | 3.7 | 4.17 | 4.13 | |
| Anti-PromptTarget I2V Model=CogVideoX2026.07 | 4.37 | 3.24 | 2.91 | 2.49 | 3.25 | |
| I2VGuardTarget I2V Model=LTX-Video2026.07 | 4.24 | 3.18 | 2.99 | 2.7 | 3.28 | |
| Anti-PromptTarget I2V Model=LTX-Video2026.07 | 4.06 | 3.02 | 2.85 | 2.58 | 3.12 |