Image Classification on CIFAR-10 (test) (Pretrain/Unlearn Accuracy)
60.44Pretrain Accuracyf-FUM (KL-KL)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| f-FUM (KL-KL)Confuse=10, Removed (%)=62026.02 | 60.44 | 67.84 | |
| f-FUM (KL-JS)Confuse=10, Removed (%)=62026.02 | 60.44 | 70.72 | |
| f-FUM (KL-χ²)Confuse=10, Removed (%)=62026.02 | 60.44 | 61.3 | |
| NoTConfuse=10, Removed (%)=62026.02 | 60.44 | 68 | |
| HalimiConfuse=10, Removed (%)=62026.02 | 60.44 | 68 | |
| f-FUM (KL-KL)Confuse=10, Removed (%)=102026.02 | 57.1 | 64.06 | |
| f-FUM (KL-JS)Confuse=10, Removed (%)=102026.02 | 57.1 | 67.26 | |
| f-FUM (KL-χ²)Confuse=10, Removed (%)=102026.02 | 57.1 | 61.4 | |
| NoTConfuse=10, Removed (%)=102026.02 | 57.1 | 65 | |
| HalimiConfuse=10, Removed (%)=102026.02 | 57.1 | 65 | |
| f-FUM (KL-KL)Confuse=5, Removed (%)=62026.02 | 56.86 | 74.2 | |
| f-FUM (KL-JS)Confuse=5, Removed (%)=62026.02 | 56.86 | 69.8 | |
| f-FUM (KL-χ²)Confuse=5, Removed (%)=62026.02 | 56.86 | 62.22 | |
| NoTConfuse=5, Removed (%)=62026.02 | 56.86 | 63 | |
| HalimiConfuse=5, Removed (%)=62026.02 | 56.86 | 73 | |
| f-FUM (KL-KL)Confuse=5, Removed (%)=102026.02 | 54.38 | 63.24 | |
| f-FUM (KL-JS)Confuse=5, Removed (%)=102026.02 | 54.38 | 69.7 | |
| f-FUM (KL-χ²)Confuse=5, Removed (%)=102026.02 | 54.38 | 60.1 | |
| NoTConfuse=5, Removed (%)=102026.02 | 54.38 | 64 | |
| HalimiConfuse=5, Removed (%)=102026.02 | 54.38 | 64 |