Implicit Concept Erasure on Ring-A-Bell
98ASRSD v1.4
Evaluation results
| Method | Links | |
|---|---|---|
| SD v1.42026.05 | 98 | |
| UCETime (s)=1.2 (×0.33), White-Box Attack=✓2025.03 | 39 | |
| UCE2026.05 | 39 | |
| RACETime (s)=2910 (×800), White-Box Attack=✓2025.03 | 21 | |
| RACE2026.05 | 21 | |
| SPEED w/o ATTime (s)=3.6 (×1), White-Box Attack=✓2025.03 | 20 | |
| SPEEDAdversarial Attack/Training=false2026.05 | 20 | |
| RECETime (s)=1.5 (×0.41), White-Box Attack=✓2025.03 | 18 | |
| RECE2026.05 | 18 | |
| STEREO2026.05 | 12 | |
| EraseFlow2026.05 | 10 | |
| MACETime (s)=55 (×15), White-Box Attack=✓2025.03 | 5 | |
| MACE2026.05 | 5 | |
| OCEAdversarial Training=false2026.05 | 5 | |
| RecelerTime (s)=5560 (×1500), White-Box Attack=×2025.03 | 1 | |
| Receler2026.05 | 1 | |
| CPETime (s)=500 (×138), White-Box Attack=×2025.03 | 0 | |
| AdvUnlearnTime (s)=15860 (×4400), White-Box Attack=✓2025.03 | 0 | |
| SPEED w/ ATTime (s)=4.5 (×1.25), White-Box Attack=✓2025.03 | 0 | |
| CPE2026.05 | 0 | |
| AdvUnlearn2026.05 | 0 | |
| SPEEDAdversarial Attack/Training=true2026.05 | 0 | |
| OCEAdversarial Training=true2026.05 | 0 |