Anonymization on Indoor
84.03AccuracyDeepPrivacy2
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeepPrivacy22026.03 | 84.03 | 35.47 | 86.53 | 0.7547 | |
| FaceAnonSimple2026.03 | 84.03 | 50.45 | 77.01 | 0.7407 | |
| Raw Images2026.03 | 83.881 | 100 | 100 | 0.7443 | |
| Unsafe2Safe (FreePrompt)Text Prior=c_public2026.03 | 82.537 | 28.11 | 24.23 | 0.6899 | |
| Unsafe2Safe (FreePrompt)Text Prior=c_private2026.03 | 81.567 | 27.64 | 27.57 | 0.6963 | |
| Unsafe2Safe (FlowEdit)Text Prior=c_public2026.03 | 80.746 | 28.83 | 28.96 | 0.7208 | |
| Unsafe2Safe (FlowEdit)Text Prior=LLM (c_edit, c_public)2026.03 | 80.746 | 22.94 | 21.19 | 0.7643 | |
| Unsafe2Safe (FreePrompt)Text Prior=LLM (c_edit, c_public)2026.03 | 80.522 | 21.59 | 22.17 | 0.7806 | |
| Unsafe2Safe (FlowEdit)Text Prior=class2026.03 | 80.448 | 37.43 | 20.77 | 0.6508 | |
| Unsafe2Safe (OminiControl)Text Prior=c_edit, finetuned=true2026.03 | 80 | 19.25 | 33.5 | 0.8058 | |
| Unsafe2Safe (FlowEdit)Text Prior=c_private2026.03 | 79.925 | 26.66 | 42.1 | 0.7399 | |
| Unsafe2Safe (FreePrompt)Text Prior=class2026.03 | 79.254 | 29.66 | 23.14 | 0.596 | |
| Unsafe2Safe (FreePrompt)Text Prior=c_edit2026.03 | 78.881 | 21.65 | 23.61 | 0.8276 | |
| Unsafe2Safe (FlowEdit)Text Prior=c_edit2026.03 | 77.09 | 20.77 | 23.93 | 0.7589 |