Machine Unlearning on Shakespeare
0.17Epsilon LBIDA
Evaluation results
| Method | Links | |
|---|---|---|
| IDAlambda=1.5, Ef=7, q=1, total unlearning epochs=82026.07 | 0.17 | |
| Forget ascenttotal unlearning epochs=82026.07 | 0.17 | |
| Hessian-based2026.07 | 4.18 | |
| IDAlambda=1.5, Ef=4, q=1, total unlearning epochs=82026.07 | 9.97 | |
| IDAlambda=0.5, Ef=7, q=1, total unlearning epochs=82026.07 | 10.38 | |
| IDAq=1, lambda=0.5, Ef=4, total unlearning epochs=82026.07 | 13.15 | |
| IDAq=4, lambda=0.5, Ef=4, total unlearning epochs=82026.07 | 13.78 | |
| IDAq=9, lambda=0.5, Ef=4, total unlearning epochs=82026.07 | 14.42 | |
| Retain fine-tunetotal unlearning epochs=82026.07 | 16.06 |