Single-class Unlearning on CIFAR-10
100Forget Accuracy
Original Model
Updated 2d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.03 | 100 | 100 | 97 | 95.31 | - | 99.08 | |
2025.03 | 68.94 | 57.33 | 68.3 | 59.73 | 38.77 | 59.5 | |
2025.03 | 12.36 | 96.49 | 8.6 | 90.02 | 89.2 | 7.56 | |
2025.03 | 11.32 | 90.74 | 15 | 79.37 | 80.66 | 0.86 | |
2025.03 | 11.12 | 83.94 | 7.2 | 75.52 | 82.04 | 7.44 | |
2025.03 | 9.98 | 79.19 | 10.5 | 70.18 | 80.53 | 11.7 | |
2025.03 | 1.98 | 92.23 | 18.8 | 87.13 | 82.42 | 0.52 | |
2025.03 | 1.04 | 99.58 | 0.6 | 93.21 | 94.78 | 0 | |
2025.03 | 0.84 | 99.73 | 0.1 | 93.91 | 95.38 | 0.02 | |
2025.03 | 0.34 | 99.99 | 0.3 | 94.98 | 95.83 | 0 | |
2025.03 | 0.28 | 90.34 | 4.5 | 84.56 | 88.35 | 0.22 | |
2025.03 | 0.12 | 99.53 | 0 | 93.83 | 95.39 | 0 | |
2025.03 | 0.1 | 90.66 | 1.6 | 82.18 | 88.3 | 0 | |
2025.03 | 0 | 100 | 0 | 95.2 | 96.09 | 0 | |
2025.03 | 0 | 99.92 | 0 | 94.94 | 95.96 | 0 | |
2025.03 | 0 | 100 | 0 | 95.03 | 96 | 0 |