Black-box Protection Transfer Evaluation on VBench CogVideoX (LTX-Video unseen prompts)
4.64Subject Preservation ScoreClean
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CleanOptimization Model=CogVideoX [61], Generation Model=LTX-Video [17]2026.07 | 4.64 | 4.01 | 3.7 | 4.17 | 4.13 | |
| I2VGuardOptimization Model=CogVideoX [61], Generation Model=LTX-Video [17]2026.07 | 4.24 | 3.23 | 3.14 | 2.97 | 3.4 | |
| Anti-PromptOptimization Model=CogVideoX [61], Generation Model=LTX-Video [17]2026.07 | 4.07 | 3.11 | 2.95 | 2.86 | 3.25 |