Concept Erasure on SD Celebrity Erasure v2.1 (test)
88.76Accuracy (Retained)UCE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UCEAttack Type=EEBdata2025.04 | 88.76 | 3.12 | 15.64 | |
| UCEAttack Type=EEBsurface2025.04 | 88.24 | 27 | 0.8 | |
| UCEAttack Type=No Attack2025.04 | 87.64 | 1.9 | 0 | |
| No ErasureAttack Type=No Attack2025.04 | 87.6 | 94.24 | 0 | |
| UCEAttack Type=EEBshallow2025.04 | 87.6 | 2.04 | 61.32 | |
| UCEAttack Type=EEBdeep2025.04 | 86.76 | 26.12 | 86.8 | |
| ESDAttack Type=EEBsurface2025.04 | 84.56 | 56 | 0 | |
| ESDAttack Type=EEBshallow2025.04 | 81.32 | 14 | 15.88 | |
| ESDAttack Type=No Attack2025.04 | 81.04 | 13.4 | 0 | |
| ESDAttack Type=EEBdata2025.04 | 80.6 | 5.84 | 9.96 | |
| ESDAttack Type=EEBdeep2025.04 | 79.56 | 7.7 | 71.32 | |
| RECEAttack Type=EEBshallow2025.04 | 70.84 | 0.6 | 0 | |
| RECEAttack Type=EEBdeep2025.04 | 70.32 | 33.96 | 91.2 | |
| RECEAttack Type=No Attack2025.04 | 69.4 | 0.4 | 0 | |
| RECEAttack Type=EEBsurface2025.04 | 64.52 | 0 | 0.4 | |
| RECEAttack Type=EEBdata2025.04 | 62.08 | 13.88 | 75.12 |