Image Classification on DermaMNIST (val)
79.26AccuracyDP-RandP
Evaluation results
| Method | Links | |
|---|---|---|
| DP-RandPprivacy budget (epsilon)=infinity2023.06 | 79.26 | |
| baseline in Hölzl et al.privacy budget (epsilon)=infinity2023.06 | 78.48 | |
| best in Hölzl et al.privacy budget (epsilon)=infinity2023.06 | 77.84 | |
| DPSGD we evaluatedprivacy budget (epsilon)=infinity2023.06 | 77.27 | |
| DP-RandPprivacy budget (epsilon)=7.422023.06 | 75.91 | |
| DP-RandPprivacy budget (epsilon)=42023.06 | 74.82 | |
| best in Hölzl et al.privacy budget (epsilon)=7.422023.06 | 74.17 | |
| DPSGD we evaluatedprivacy budget (epsilon)=7.422023.06 | 74.08 | |
| baseline in Hölzl et al.privacy budget (epsilon)=7.422023.06 | 72.41 | |
| DPSGD we evaluatedprivacy budget (epsilon)=42023.06 | 71.78 | |
| DP-RandPprivacy budget (epsilon)=12023.06 | 71.78 | |
| DPSGD we evaluatedprivacy budget (epsilon)=12023.06 | 69 |