Machine Unlearning on Iris subset 2% (test)
100AccuracySCRUB(+R)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCRUB(+R)subset_forgetting_rate=2%2025.12 | 100 | 93.3 | 0.237 | 0.035 | |
| NegGrad+subset_forgetting_rate=2%2025.12 | 96.7 | 93.3 | 0.207 | 0.031 | |
| EU-k1subset_forgetting_rate=2%2025.12 | 96.7 | 93.3 | 0.153 | 0.03 | |
| SCRUBsubset_forgetting_rate=2%2025.12 | 96.7 | 86.7 | 0.23 | 0.04 | |
| CF-k1subset_forgetting_rate=2%2025.12 | 93.3 | 96.7 | 0.155 | 0.023 | |
| Certifiedsubset_forgetting_rate=2%2025.12 | 93.3 | 90 | 0.184 | 0.034 | |
| ADV-UNIFsubset_forgetting_rate=2%2025.12 | 93.3 | 90 | 0.256 | 0.029 | |
| GAsubset_forgetting_rate=2%2025.12 | 90 | 93.3 | 0.178 | 0.024 | |
| Fishersubset_forgetting_rate=2%2025.12 | 90 | 93.3 | 0.159 | 0.024 | |
| Q-MULsubset_forgetting_rate=2%2025.12 | 90 | 86.7 | 0.225 | 0.044 | |
| LCAsubset_forgetting_rate=2%2025.12 | 90 | 93.3 | 0.256 | 0.032 |