Patient Verification on ChestX-ray14 (test)
81.8AUCBaseline
Evaluation results
| Method | Links | |
|---|---|---|
| BaselineData type=real data2022.09 | 81.8 | |
| PriCheXy-NetPrivacy parameter (mu)=0.0012022.09 | 74.7 | |
| PriCheXy-NetPrivacy parameter (mu)=0.0052022.09 | 64.3 | |
| PriCheXy-NetPrivacy parameter (mu)=0.012022.09 | 57.7 | |
| DP-PixCell size (b)=82022.09 | 52.5 | |
| DP-PixCell size (b)=42022.09 | 51.8 | |
| DP-PixCell size (b)=22022.09 | 50.4 | |
| DP-PixCell size (b)=12022.09 | 50 | |
| Privacy-Net2022.09 | 49.8 |