Machine Unlearning on MNIST (Image Classification)
98.93Pretrain Accuracyf-FUM (KL-KL)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| f-FUM (KL-KL)N=102026.02 | 98.93 | 99.11 | |
| f-FUM (KL-JS)N=102026.02 | 98.93 | 99.08 | |
| f-FUM (KL-χ²)N=102026.02 | 98.93 | 99.06 | |
| NoTN=102026.02 | 98.93 | 88.31 | |
| HalimiN=102026.02 | 98.93 | 99.13 | |
| MoDeN=102026.02 | 98.93 | 81.02 | |
| f-FUM (KL-KL)N=52026.02 | 97.93 | 98.66 | |
| f-FUM (KL-JS)N=52026.02 | 97.93 | 98.14 | |
| f-FUM (KL-χ²)N=52026.02 | 97.93 | 99.13 | |
| NoTN=52026.02 | 97.93 | 83.98 | |
| HalimiN=52026.02 | 97.93 | 98.93 | |
| MoDeN=52026.02 | 97.93 | 98.36 |