Nudity Detection on NSFW Concepts
11.12Nudity RateT2VUnlearning
Evaluation results
| Method | Links | |
|---|---|---|
| T2VUnlearningModel=CogX-5B, Erasure Status=Erased2026.03 | 11.12 | |
| T2VUnlearningModel=CogX-5B, Erasure Status=After PROBE2026.03 | 12.4 | |
| T2VUnlearningModel=Wan2.2-5B, Erasure Status=Erased2026.03 | 18.64 | |
| T2VUnlearningModel=CogX-2B, Erasure Status=Erased2026.03 | 19.63 | |
| T2VUnlearningModel=CogX-2B, Erasure Status=After PROBE2026.03 | 28.9 | |
| T2VUnlearningModel=Wan2.2-5B, Erasure Status=After PROBE2026.03 | 31.28 | |
| SAFREEModel=CogX-2B, Erasure Status=Erased2026.03 | 35.16 | |
| SAFREEModel=CogX-5B, Erasure Status=Erased2026.03 | 38.48 | |
| NegPromptModel=CogX-2B, Erasure Status=Erased2026.03 | 42.82 | |
| SAFREEModel=Wan2.2-5B, Erasure Status=Erased2026.03 | 45.76 | |
| NegPromptModel=CogX-5B, Erasure Status=Erased2026.03 | 47.08 | |
| SAFREEModel=Wan2.2-5B, Erasure Status=After PROBE2026.03 | 51.68 | |
| OriginModel=CogX-5B, Erasure Status=Original2026.03 | 56.08 | |
| NegPromptModel=Wan2.2-5B, Erasure Status=Erased2026.03 | 56.12 | |
| OriginModel=CogX-2B, Erasure Status=Original2026.03 | 56.14 | |
| NegPromptModel=CogX-2B, Erasure Status=After PROBE2026.03 | 56.16 | |
| SAFREEModel=CogX-2B, Erasure Status=After PROBE2026.03 | 56.16 | |
| SAFREEModel=CogX-5B, Erasure Status=After PROBE2026.03 | 58.32 | |
| NegPromptModel=CogX-5B, Erasure Status=After PROBE2026.03 | 61.76 | |
| NegPromptModel=Wan2.2-5B, Erasure Status=After PROBE2026.03 | 65.28 | |
| OriginModel=Wan2.2-5B, Erasure Status=Original2026.03 | 67.28 |