Machine Unlearning on CIFAR-10 Random Forget 10% (train)
100Retain Accuracy
Retrain
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.12 | 100 | 94.49 | 94.33 | 12.53 | 0 | - | |
2025.12 | 100 | 100 | 94.45 | 3.06 | 3.77 | - | |
2025.12 | 100 | 100 | 94.48 | 1.11 | 4.27 | - | |
2025.12 | 100 | 100 | 94.47 | 2.39 | 3.95 | - | |
2025.09 | 99.98 | - | 98.59 | 3.08 | 0.1 | 98.71 | |
2025.09 | 99.94 | - | 98.85 | 2.94 | 0 | 99.12 | |
2025.09 | 99.93 | - | 98.4 | 3.25 | 0.25 | 98.55 | |
2025.09 | 99.88 | - | 98.48 | 3.21 | 0.34 | 98.62 | |
2025.09 | 99.82 | - | 98.31 | 3.61 | 0.54 | 98.45 | |
2025.09 | 99.78 | - | 98.25 | 3.47 | 0.59 | 98.38 | |
2025.09 | 99.71 | - | 98.02 | 4.15 | 0.83 | 98.24 | |
2025.09 | 99.62 | - | 97.91 | 6.24 | 1.55 | 97.82 | |
2025.09 | 99.45 | - | 97.72 | 5.28 | 1.22 | 97.89 | |
2025.09 | 98.85 | - | 96.48 | 8.72 | 2.37 | 96.31 | |
2025.12 | 97.71 | 94.19 | 91.79 | 11.66 | 1.51 | - | |
2025.12 | 97.47 | 94.28 | 91.67 | 11.61 | 1.61 | - | |
2025.12 | 5.07 | 4.77 | 5.09 | 32.63 | 76.58 | - |