Adversarial Robustness in Concept Erasing on Ring-A-Bell K-16, K-38, K-77
0.9579K-16 ScoreSD1.4
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SD1.42026.02 | 0.9579 | 0.9579 | 0.8947 | |
| ESDWeight Modification=true, Training based=true2026.02 | 0.7895 | 0.8105 | 0.7474 | |
| CAWeight Modification=true, Training based=true2026.02 | 0.5263 | 0.5789 | 0.4947 | |
| SAFREEWeight Modification=false, Training based=false2026.02 | 0.4737 | 0.4 | 0.2632 | |
| SHSWeight Modification=true, Training based=true2026.02 | 0.1158 | 0.0737 | 0.0632 | |
| UCEWeight Modification=true, Training based=false2026.02 | 0.0632 | 0.0316 | 0.0632 | |
| Diff-QWeight Modification=true, Training based=false2026.02 | 0.0632 | 0.0421 | 0.0526 | |
| TraSCEWeight Modification=false, Training based=false2026.02 | 0.0421 | 0.0316 | 0 | |
| MACEWeight Modification=true, Training based=true2026.02 | 0.0316 | 0.0632 | 0.0211 | |
| EdiffWeight Modification=true, Training based=true2026.02 | 0.0211 | 0.0211 | 0.0105 | |
| RECEWeight Modification=true, Training based=false2026.02 | 0.0105 | 0 | 0.0105 | |
| HiRM-SWeight Modification=true, Training based=true2026.02 | 0.0105 | 0.0105 | 0 | |
| SALUNWeight Modification=true, Training based=true2026.02 | 0 | 0.0105 | 0.0211 | |
| HiRM-RWeight Modification=true, Training based=true2026.02 | 0 | 0.0211 | 0 |