Class Unlearning on CIFAR-10 (Utility and MIA Metrics)
13.98Test Error
Retrain
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2023.02 | 13.98 | - | 100 | - | 0 | - | 48.73 | - | |
2023.02 | 14.53 | - | 1.31 | - | 0 | - | 74.97 | - | |
2023.02 | 14.69 | 0.1 | 100 | 0 | 0 | 0 | 49.33 | 1.67 | |
2023.02 | 14.93 | - | 100 | - | 0.09 | - | 54.3 | - | |
2023.02 | 14.93 | - | 100 | - | 0.09 | - | 54.3 | - | |
2023.02 | 15.1 | 0.16 | 0.33 | 0.17 | 0 | 0 | 75.57 | 0.69 | |
2023.02 | 15.29 | 0.02 | 0.04 | 0.04 | 0 | 0 | 75.73 | 0.34 | |
2023.02 | 15.33 | 0.06 | 100 | 0 | 0.08 | 0.01 | 52.2 | 1.71 | |
2023.02 | 15.33 | 0.06 | 100 | 0 | 0.08 | 0.01 | 52.2 | 1.71 | |
2023.02 | 15.7 | - | 0 | - | 0 | - | 71.4 | - | |
2023.02 | 15.72 | - | 0 | - | 0 | - | 72.93 | - | |
2023.02 | 15.76 | - | 100 | - | 0.24 | - | 51.6 | - | |
2023.02 | 16.33 | 0.14 | 0 | 0 | 0 | 0 | 71.1 | 0.67 | |
2023.02 | 16.98 | - | 81.93 | - | 5.84 | - | 58.07 | - | |
2023.02 | 17.04 | - | 59.91 | - | 0.43 | - | 70.03 | - | |
2023.02 | 17.05 | 0.07 | 97.48 | 0.28 | 0.05 | 0.01 | 54.2 | 2.27 | |
2023.02 | 17.41 | 0.09 | 61 | 1.14 | 0.44 | 0.05 | 69.57 | 1.19 | |
2023.02 | 19.56 | 1.44 | 11.34 | 1.82 | 94.67 | 6.12 | 54.33 | 0.31 |