Federated Unlearning on Fashion-MNIST (General)
81.58Pre-training AccuracyOurs (KL-KL)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (KL-KL)N=102026.02 | 81.58 | 80.37 | 52.67 | |
| Ours (KL-JS)N=102026.02 | 81.58 | 80.25 | 46.67 | |
| Ours (KL-χ2)N=102026.02 | 81.58 | 79.67 | 54.83 | |
| NoTN=102026.02 | 81.58 | 41.22 | 48.67 | |
| HalimiN=102026.02 | 81.58 | 80.15 | 54 | |
| MoDEN=102026.02 | 81.58 | 73.48 | 44.83 | |
| Ours (KL-KL)N=52026.02 | 81.33 | 80.8 | 49.08 | |
| Ours (KL-JS)N=52026.02 | 81.33 | 81.32 | 48.42 | |
| Ours (KL-χ2)N=52026.02 | 81.33 | 80.57 | 50.75 | |
| NoTN=52026.02 | 81.33 | 38.95 | 51.33 | |
| HalimiN=52026.02 | 81.33 | 80.65 | 49.67 | |
| MoDEN=52026.02 | 81.33 | 68.77 | 50.25 |