Image Classification on MNIST-ST (test)
99.66AccuracyDP Recursive SPIDER
Evaluation results
| Method | Links | |
|---|---|---|
| DP Recursive SPIDERPrivacy budget epsilon=0.52026.02 | 99.66 | |
| DP Recursive SPIDERPrivacy budget epsilon=12026.02 | 99.56 | |
| DP-SGDAPrivacy budget epsilon=102026.02 | 99.55 | |
| DP Double SPIDERPrivacy budget epsilon=12026.02 | 99.5 | |
| DP Double SPIDERPrivacy budget epsilon=0.52026.02 | 99.49 | |
| DP-SGDAPrivacy budget epsilon=52026.02 | 99.49 | |
| DP-SGDAPrivacy budget epsilon=12026.02 | 99.48 | |
| PrivateDiff MinimaxPrivacy budget epsilon=52026.02 | 99.47 | |
| DP Double SPIDERPrivacy budget epsilon=52026.02 | 99.47 | |
| DP Double SPIDERPrivacy budget epsilon=102026.02 | 99.46 | |
| DP Recursive SPIDERPrivacy budget epsilon=52026.02 | 99.45 | |
| DP Recursive SPIDERPrivacy budget epsilon=102026.02 | 99.45 | |
| PrivateDiff MinimaxPrivacy budget epsilon=102026.02 | 99.32 | |
| PrivateDiff MinimaxPrivacy budget epsilon=12026.02 | 99.3 | |
| PrivateDiff MinimaxPrivacy budget epsilon=0.52026.02 | 99.18 | |
| DP-SGDAPrivacy budget epsilon=0.52026.02 | 99.16 |