Image-to-Video Protection on CelebV-Text (OpenSora 1.2 200 videos subset)
0.608ISMAdvDM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AdvDMOptimization Model=CogVideoX-5B [25]2026.03 | 0.608 | 0.491 | 0.506 | 0.593 | 0.754 | |
| SDS+Optimization Model=CogVideoX-5B [25]2026.03 | 0.606 | 0.493 | 0.514 | 0.582 | 0.764 | |
| SDS-Optimization Model=CogVideoX-5B [25]2026.03 | 0.568 | 0.504 | 0.563 | 0.641 | 0.757 | |
| VGMShieldOptimization Model=CogVideoX-5B [25]2026.03 | 0.566 | 0.503 | 0.548 | 0.632 | 0.751 | |
| MISTOptimization Model=CogVideoX-5B [25]2026.03 | 0.547 | 0.49 | 0.522 | 0.636 | 0.726 | |
| Anti-I2VOptimization Model=CogVideoX-5B [25]2026.03 | 0.467 | 0.476 | 0.501 | 0.588 | 0.736 |