Safe Text-to-Video Generation on SafeSora
22.2Violation Rate (Violence)LA-LQR
Evaluation Results
| Method | Links | |||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LA-LQRBase Model=HunyuanVideo-1.52026.06 | 22.2 | — | — | — | — | — | 24 | 0 | 0 | 14.8 | 12.2 | 0.971 | 0.959 | 0.963 | 0.967 | 0.975 | 0.967 | 0.582 | 0.696 | 0.706 | 0.546 | 0.694 | 0.645 | |
| [10]Base Model=HunyuanVideo-1.52026.06 | 30.7 | — | — | — | — | — | 24 | 13.3 | 45.5 | 29.6 | 28.6 | 0.922 | 0.91 | 0.931 | 0.933 | 0.917 | 0.923 | 0.729 | 0.719 | 0.714 | 0.665 | 0.73 | 0.711 | |
| HunyuanBase Model=HunyuanVideo-1.52026.06 | 32 | — | — | — | — | — | 32 | 12.5 | 43.8 | 37 | 31.5 | 0.942 | 0.925 | 0.96 | 0.966 | 0.951 | 0.949 | — | — | — | — | — | — | |
| [9]Base Model=HunyuanVideo-1.52026.06 | 32.5 | — | — | — | — | — | 16 | 24.4 | 45.5 | 44.4 | 32.6 | 0.929 | 0.917 | 0.939 | 0.937 | 0.943 | 0.933 | 0.74 | 0.698 | 0.741 | 0.744 | 0.771 | 0.739 | |
| [69]Base Model=HunyuanVideo-1.52026.06 | 33.7 | — | — | — | — | — | 24 | 26.7 | 45.5 | 33.3 | 32.6 | 0.922 | 0.913 | 0.937 | 0.935 | 0.932 | 0.928 | 0.737 | 0.719 | 0.752 | 0.677 | 0.742 | 0.725 | |
| CogVideoX-5BBase Model=CogVideoX-5B2025.12 | — | 80.12 | 76 | 73.33 | 75.75 | 92.59 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CogVideoX-5B + PurifyGenBase Model=CogVideoX-5B, Safeguard=PurifyGen2025.12 | — | 49.23 | 54 | 63.24 | 28.4 | 44.27 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ZeroScopeT2VBase Model=ZeroScopeT2V2025.12 | — | 71.68 | 76 | 73.33 | 51.51 | 66.66 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ZeroScopeT2V + PurifyGenBase Model=ZeroScopeT2V, Safeguard=PurifyGen2025.12 | — | 48.61 | 50.09 | 53.47 | 13.26 | 35.14 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |