Image Classification on CIFAR10-ST (test)
67.58AccuracySCDRO
Evaluation results
| Method | Links | |
|---|---|---|
| SCDROPrivacy budget epsilon=Non-private2026.02 | 67.58 | |
| DP Double SPIDERPrivacy budget epsilon=102026.02 | 57.26 | |
| DP Recursive SPIDERPrivacy budget epsilon=52026.02 | 56.58 | |
| DP Double SPIDERPrivacy budget epsilon=0.52026.02 | 56.31 | |
| DP Recursive SPIDERPrivacy budget epsilon=12026.02 | 55.93 | |
| DP Double SPIDERPrivacy budget epsilon=52026.02 | 55.69 | |
| DP Double SPIDERPrivacy budget epsilon=12026.02 | 55.67 | |
| DP Recursive SPIDERPrivacy budget epsilon=102026.02 | 55.67 | |
| DP Recursive SPIDERPrivacy budget epsilon=0.52026.02 | 53.81 | |
| DP-SGDAPrivacy budget epsilon=102026.02 | 52.47 | |
| PrivateDiff MinimaxPrivacy budget epsilon=102026.02 | 51.68 | |
| DP-SGDAPrivacy budget epsilon=52026.02 | 51.54 | |
| PrivateDiff MinimaxPrivacy budget epsilon=52026.02 | 51.29 | |
| PrivateDiff MinimaxPrivacy budget epsilon=12026.02 | 46.13 | |
| DP-SGDAPrivacy budget epsilon=12026.02 | 45.1 | |
| PrivateDiff MinimaxPrivacy budget epsilon=0.52026.02 | 43.06 | |
| DP-SGDAPrivacy budget epsilon=0.52026.02 | 41.8 |