Concept Erasure on Adversarial Prompts (Ring-A-Bell)
97Success Rate (Sexually)SDv1.0
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SDv1.0Base Model=SDv1.02026.04 | 97 | 75 | 98 | 100 | |
| SDv2.1Base Model=SDv2.12026.04 | 92 | 83 | 100 | 100 | |
| CABase Model=SDv1.02026.04 | 85 | 42 | 88 | 93 | |
| AdaVDBase Model=SDv1.02026.04 | 34 | 70 | 46 | 60 | |
| SLDBase Model=SDv1.02026.04 | 25.5 | 16.5 | 93 | 27 | |
| Prompt GuardBase Model=SDv1.0, Abbreviation=Prom.2026.04 | 17.5 | 66 | 88.5 | 95 | |
| ESDBase Model=SDv1.02026.04 | 11 | 9.5 | 90 | 10 | |
| MACEBase Model=SDv1.02026.04 | 3 | 51 | 46 | 28.5 | |
| Co-ErasingBase Model=SDv1.0, Abbreviation=CE2026.04 | 3 | 32 | 43 | 26 | |
| DSSBase Model=SDv1.02026.04 | 2.5 | 8 | 3.5 | 10 | |
| DSSv2Base Model=SDv2.12026.04 | 0 | 4.5 | 7 | 9 |