Celebrity identity erasure on CogVideoX-2B Celebrity Identities (test)
0.027Identity Similarity Score (Merkel)T2VUnlearning
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| T2VUnlearning2026.05 | 0.027 | 0.2684 | 0.2621 | 0.229 | 0.2537 | 0.208 | |
| CLEAR2026.05 | 0.0819 | 0.2396 | 0.3325 | 0.1874 | 0.0594 | 0.1802 | |
| SAFREE2026.05 | 0.1048 | 0.2969 | 0.4448 | 0.3366 | 0.3515 | 0.3069 | |
| NegPrompt2026.05 | 0.1329 | 0.4312 | 0.4267 | 0.4148 | 0.3011 | 0.3413 | |
| VideoEraser2026.05 | 0.143 | 0.1648 | -0.0207 | 0.1921 | 0.0907 | 0.114 | |
| Origin2026.05 | 0.1816 | 0.4653 | 0.6503 | 0.5627 | 0.3222 | 0.4643 |