Object Erasure on CIFAR-10 Ship class
98.64Accuracy (E)SD v1.4
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SD v1.4Mode=Base model (No unlearning)2026.02 | 98.64 | 98.63 | 64.16 | — | |
| ACBase Model=Stable Diffusion v1.42026.02 | 98.18 | 98.5 | 77.47 | 4.97 | |
| FMNBase Model=Stable Diffusion v1.42026.02 | 97.97 | 98.21 | 96.75 | 3.7 | |
| SLD-MBase Model=Stable Diffusion v1.42026.02 | 89.24 | 98.56 | 41.02 | 24.99 | |
| ESD-xBase Model=Stable Diffusion v1.42026.02 | 33.35 | 97.93 | 34.78 | 73.99 | |
| ESD-uBase Model=Stable Diffusion v1.42026.02 | 18.38 | 94.32 | 15.93 | 86.33 | |
| MACEBase Model=Stable Diffusion v1.42026.02 | 8.49 | 97.35 | 10.53 | 92.61 | |
| UCEBase Model=Stable Diffusion v1.42026.02 | 6.13 | 98.41 | 21.44 | 89.44 | |
| UnHypeBase Model=Stable Diffusion v1.4, Hypernetwork Configuration=modified CFG2026.02 | 5.3 | 91.3 | 2.47 | 94.44 |