Machine Unlearning Utility on CIFAR-10 (test)
90.8Plane AccuracySfront
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SfrontSteps=1K, Knowledge Assumption=(ii)2025.12 | 90.8 | 91.8 | 98 | 95.9 | 99.7 | |
| SfrontSteps=2K, Knowledge Assumption=(ii)2025.12 | 36.6 | 64.2 | 97 | 92 | 99.7 | |
| SalunSteps=10K, Knowledge Assumption=(ii)2025.12 | 27.7 | 45.2 | 50.1 | 67 | 71.8 | |
| DiMUMSteps=10K, Knowledge Assumption=(ii)2025.12 | 6 | 25.9 | 27.8 | 48.9 | 42.9 | |
| SalunSteps=20K, Knowledge Assumption=(ii)2025.12 | 4.2 | 13.5 | 31.3 | 69.1 | 45.6 | |
| DiMUMSteps=20K, Knowledge Assumption=(ii)2025.12 | 1 | 0.7 | 5.5 | 20.4 | 11.7 |