Machine Unlearning on Iris 2% (forgotten)
0.312UQIADV-UNIF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ADV-UNIFsubset_forgetting_rate=2%2025.12 | 0.312 | 22.2 | |
| Fishersubset_forgetting_rate=2%2025.12 | 0.296 | 22.2 | |
| LCAsubset_forgetting_rate=2%2025.12 | 0.291 | 22.2 | |
| NegGrad+subset_forgetting_rate=2%2025.12 | -0.004 | 22.2 | |
| SCRUBsubset_forgetting_rate=2%2025.12 | -0.004 | 22.2 | |
| CF-k1subset_forgetting_rate=2%2025.12 | -0.021 | 22.2 | |
| Certifiedsubset_forgetting_rate=2%2025.12 | -0.021 | 22.2 | |
| GAsubset_forgetting_rate=2%2025.12 | -0.042 | 33.3 | |
| Q-MULsubset_forgetting_rate=2%2025.12 | -0.046 | 33.3 | |
| EU-k1subset_forgetting_rate=2%2025.12 | -0.325 | 33.3 | |
| SCRUB(+R)subset_forgetting_rate=2%2025.12 | -0.346 | 22.2 |