Anonymization on Cal101
94.926AccuracyUnsafe2Safe (FreePrompt)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Unsafe2Safe (FreePrompt)Text Prior=c_private2026.03 | 94.926 | 50.26 | 63.82 | 54.21 | |
| Unsafe2Safe (FreePrompt)Text Prior=c_public2026.03 | 94.849 | 50.85 | 59.49 | 57.9 | |
| FaceAnonSimple2026.03 | 94.849 | 45.86 | 93.55 | 60.91 | |
| Unsafe2Safe (FlowEdit)Text Prior=c_edit2026.03 | 94.792 | 36.58 | 52.38 | 76.46 | |
| DeepPrivacy22026.03 | 94.601 | 39.21 | 95.69 | 73.15 | |
| Unsafe2Safe (FreePrompt)Text Prior=class2026.03 | 94.506 | 54.74 | 56.51 | 49.91 | |
| Unsafe2Safe (OminiControl)Text Prior=c_edit, finetuned=true2026.03 | 94.506 | 35.85 | 61.32 | 84.25 | |
| Unsafe2Safe (FlowEdit)Text Prior=c_public2026.03 | 94.487 | 48.81 | 53.95 | 64.09 | |
| Unsafe2Safe (FlowEdit)Text Prior=c_private2026.03 | 94.334 | 43.78 | 66.11 | 55.52 | |
| Raw Images2026.03 | 94.277 | 100 | 100 | 43.84 | |
| Unsafe2Safe (FreePrompt)Text Prior=LLM (c_edit, c_public)2026.03 | 94.105 | 45.39 | 55.8 | 79.67 | |
| Unsafe2Safe (FlowEdit)Text Prior=class2026.03 | 93.857 | 49.65 | 48.56 | 40.51 | |
| Unsafe2Safe (FreePrompt)Text Prior=c_edit2026.03 | 93.857 | 36.93 | 56.72 | 75.16 | |
| Unsafe2Safe (FlowEdit)Text Prior=LLM (c_edit, c_public)2026.03 | 92.884 | 34.28 | 48.81 | 87.51 |