Machine Unlearning on Iris subset 2% (retained)
94AccuracyEU-k1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EU-k1subset_forgetting_rate=2%2025.12 | 94 | 4.407 | 0.385 | |
| Fishersubset_forgetting_rate=2%2025.12 | 91.5 | 4.473 | 0.371 | |
| NegGrad+subset_forgetting_rate=2%2025.12 | 91.5 | 4.381 | 0.369 | |
| CF-k1subset_forgetting_rate=2%2025.12 | 91.5 | 4.79 | 0.406 | |
| SCRUBsubset_forgetting_rate=2%2025.12 | 91.5 | 4.626 | 0.4 | |
| Certifiedsubset_forgetting_rate=2%2025.12 | 91.5 | 4.654 | 0.399 | |
| ADV-UNIFsubset_forgetting_rate=2%2025.12 | 91.5 | 4.371 | 0.356 | |
| GAsubset_forgetting_rate=2%2025.12 | 90.6 | 3.641 | 0.302 | |
| LCAsubset_forgetting_rate=2%2025.12 | 90.6 | 4.645 | 0.392 | |
| SCRUB(+R)subset_forgetting_rate=2%2025.12 | 89.7 | 4.372 | 0.363 | |
| Q-MULsubset_forgetting_rate=2%2025.12 | 89.7 | 4.26 | 0.363 |