Concept Erasure Defense Evaluation on Van Gogh
71.4AccuracyESD-U
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ESD-UCase=Vulnerable, Gamma (γ)=0.7, Defense Status=Baseline2026.04 | 71.4 | 6 | — | |
| ESD-U + PGUCase=Vulnerable, Gamma (γ)=0.7, Defense Status=PGU2026.04 | 28.6 | — | — | |
| UCECase=Robust, Gamma (γ)=0.5, Defense Status=Baseline2026.04 | 24 | — | — | |
| ESD-XCase=Robust, Gamma (γ)=0.5, Defense Status=Baseline2026.04 | 19 | — | — | |
| ESD-X + PGUCase=Robust, Gamma (γ)=0.5, Defense Status=PGU2026.04 | 14 | — | 26 | |
| UCE + PGUCase=Robust, Gamma (γ)=0.5, Defense Status=PGU2026.04 | 14 | — | 42 | |
| RecelerCase=Robust, Gamma (γ)=0.5, Defense Status=Baseline2026.04 | 0 | — | — | |
| Receler + PGUCase=Robust, Gamma (γ)=0.5, Defense Status=PGU2026.04 | 0 | — | — |