Semantic Attack on T2VAttackBench
90Semantic Similarity (%)T2VAttack-I
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| T2VAttack-IVictim Model=CogVideoX2025.12 | 90 | 91 | 79.8 | 55.1 | 24.7 | |
| T2VAttack-IVictim Model=Open-Sora2025.12 | 90 | 91 | 80.1 | 50 | 30.1 | |
| T2VAttack-I++Victim Model=CogVideoX2025.12 | 90 | 91 | 79.8 | 62.3 | 17.5 | |
| T2VAttack-I++Victim Model=Open-Sora2025.12 | 90 | 91 | 80.1 | 60.4 | 19.7 | |
| T2VAttack-IVictim Model=ModelScope2025.12 | 89 | 91 | 81.1 | 56 | 25.1 | |
| T2VAttack-IVictim Model=HunyuanVideo2025.12 | 89 | 91 | 83 | 61.6 | 21.4 | |
| T2VAttack-I++Victim Model=ModelScope2025.12 | 89 | 91 | 81.1 | 61.3 | 19.8 | |
| T2VAttack-I++Victim Model=HunyuanVideo2025.12 | 89 | 91 | 83 | 67.1 | 15.9 | |
| T2VAttack-SVictim Model=CogVideoX2025.12 | 84 | 79 | 79.8 | 52.7 | 27.1 | |
| T2VAttack-SVictim Model=Open-Sora2025.12 | 82 | 78 | 80.1 | 54.5 | 25.6 | |
| T2VAttack-SVictim Model=HunyuanVideo2025.12 | 82 | 78 | 83 | 58.8 | 24.2 | |
| T2VAttack-SVictim Model=ModelScope2025.12 | 81 | 78 | 81.1 | 56.7 | 24.4 |