Object Erasure on CIFAR-10 Airplane, Ship, Bird average
98.14Accuracy (e)SD v1.4
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SD v1.4Mode=Base model (No unlearning)2026.02 | 98.14 | 98.69 | 84.9 | — | |
| FMNBase Model=Stable Diffusion v1.42026.02 | 98.06 | 98.22 | 95.88 | 3.74 | |
| ACBase Model=Stable Diffusion v1.42026.02 | 97.99 | 98.53 | 88.46 | 4.11 | |
| SLD-MBase Model=Stable Diffusion v1.42026.02 | 87.11 | 98.6 | 71.76 | 20.66 | |
| ESD-xBase Model=Stable Diffusion v1.42026.02 | 28.34 | 97.44 | 35.87 | 75.05 | |
| UCEBase Model=Stable Diffusion v1.42026.02 | 19.05 | 98.52 | 29.08 | 81.24 | |
| ESD-uBase Model=Stable Diffusion v1.42026.02 | 12.98 | 88.66 | 14.17 | 86.96 | |
| MACEBase Model=Stable Diffusion v1.42026.02 | 9.14 | 96.73 | 12.01 | 91.68 | |
| UnHypeBase Model=Stable Diffusion v1.4, Hypernetwork Configuration=modified CFG2026.02 | 6.61 | 96.2 | 7.67 | 93.85 |