Table 3.
Classification accuracy on the CelebA dataset on target and private attributes for UniCon and SupCon loss and different values of .
Accuracy | UniCon | Supcon | w/o obfs. | ||||
---|---|---|---|---|---|---|---|
target accuracy | 98.37 | 98.34 | 98.30 | 98.33 | 98.31 | 98.30 | 98.34 |
private accuracy | 32.5 | 25.32 | 19.58 | 25.32 | 25.32 | 17.89 | 82.2 |
100 − private accuracy | 67.5 | 74.68 | 80.42 | 74.68 | 74.68 | 82.11 | - |