Image Classification on UTKFace (test)
76.22AccuracyDP-NGD
Evaluation Results
| Method | Links | |
|---|---|---|
| DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.07 | 76.22 | |
| DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.07 | 76.05 | |
| AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.07 | 75.58 | |
| GEPBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.07 | 75.38 | |
| AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.07 | 74.56 | |
| DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.07 | 74.55 | |
| GEPBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.07 | 74.43 | |
| DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.07 | 74.17 | |
| DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.07 | 73.88 | |
| DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.07 | 73.29 | |
| DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.07 | 73.1 | |
| GEPBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.07 | 71.24 | |
| AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.07 | 71.19 | |
| DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.07 | 70.32 | |
| DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.07 | 70.15 | |
| DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.07 | 70.01 | |
| AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.07 | 68.49 | |
| GEPBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.07 | 67.9 | |
| DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.07 | 65.46 | |
| DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.07 | 65.02 | |
| DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.07 | 62.95 | |
| AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.07 | 58.75 | |
| GEPBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.07 | 58.49 | |
| DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.07 | 58.2 | |
| DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.07 | 57.53 |