Table 3.
Accuracy of PATE reproduced from Nicolas Papernot et al. [54].
| Dataset | ε | δ | Queries | Nonprivate baseline (%) | Student accuracy (%) |
|---|---|---|---|---|---|
| MNIST | 2.04 | 10−5 | 100 | 99.18 | 98.00 |
| MNIST | 8.03 | 10−5 | 1000 | 99.18 | 98.10 |
| SVHN | 5.04 | 10−5 | 500 | 92.80 | 82.72 |
| SVHN | 8.19 | 10−5 | 1000 | 92.80 | 90.66 |