Machine Unlearning on CIFAR-10 30% random data forgetting
0Average Gap
Retraining
Updated 5d ago
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.04 | 0 | 99.2 | 91.9 | 92.1 | 77.8 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0 | - | - | - | - | 83 | - | - | - | - | - | - | - | - | |
2026.04 | 0 | - | - | - | 77.9 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.003 | - | - | - | - | 82.7 | - | - | - | - | - | - | - | - | |
2026.04 | 0.004 | - | - | - | - | 82.6 | - | - | - | - | - | - | - | - | |
2026.04 | 0.007 | 97.9 | 92.6 | 91.6 | 78.1 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.008 | 98.2 | 93.1 | 91.7 | 78.3 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.013 | 97.5 | 90.4 | 90.2 | 77.8 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.013 | - | - | - | - | 84.4 | - | - | - | - | - | - | - | - | |
2026.04 | 0.014 | - | - | - | 77.9 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.017 | - | - | - | - | 84.7 | - | - | - | - | - | - | - | - | |
2026.04 | 0.017 | - | - | - | 78.9 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.018 | - | - | - | 79.6 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.02 | 98.5 | 98.1 | 93 | 78.2 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.021 | 99.3 | 95.2 | 92.4 | 82.3 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.021 | - | - | - | - | 85.1 | - | - | - | - | - | - | - | - | |
2026.04 | 0.026 | 99.7 | 97.5 | 94 | 80.4 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.026 | - | - | - | - | 80.4 | - | - | - | - | - | - | - | - | |
2026.04 | 0.037 | - | - | - | 78.6 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.04 | - | - | - | 78.4 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.041 | 92.7 | 87.4 | 86.7 | 77.8 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.043 | - | - | - | 78.4 | - | - | - | - | - | - | - | - | - | |
2026.04 | 0.076 | - | - | - | - | 75.5 | - | - | - | - | - | - | - | - | |
2026.04 | 0.083 | - | - | - | 78 | - | - | - | - | - | - | - | - | - | |
2026.04 | - | - | - | - | - | - | 17.2 | 77.46 | 8.86 | 2 | 1 | 0.01 | 0.06 | 0.66 | |
2026.04 | - | - | - | - | - | - | 99.69 | 3.92 | 0.19 | 2 | 2 | 0.28 | 0.05 | 0.48 | |
2026.04 | - | - | - | - | - | - | 19.85 | 74.5 | 1.82 | 1 | 1 | 0.01 | 8.3 | 7.83 | |
2026.04 | - | - | - | - | - | - | 82.59 | 12.72 | 0.31 | 0 | 0 | 0.07 | 0.06 | 0.65 | |
2026.04 | - | - | - | - | - | - | 99.58 | 6.28 | 0.27 | 5 | 5 | 0.11 | 0.06 | 0.55 | |
2026.04 | - | - | - | - | - | - | 99.59 | 6.28 | 0.27 | 5 | 5 | 0.22 | 0.07 | 0.56 | |
2026.04 | - | - | - | - | - | - | 99.63 | 2.97 | 0.37 | 2 | 2 | 0.2 | 0.06 | 0.55 | |
2026.04 | - | - | - | - | - | - | 99.5 | 2.37 | 0.08 | 2 | 2 | 1.79 | 0.07 | 0.56 | |
2026.04 | - | - | - | - | - | - | 99.51 | 1.35 | 0.05 | 0 | 0 | 0.3 | 0.12 | 0.53 | |
2026.04 | - | - | - | - | - | - | 99.99 | 94.4 | 0.23 | 50 | 50 | - | - | - |