Balanced classification on NICU
88.39Benign AccuracyPAT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PATSetting=Federated Source Free Transfer2024.12 | 88.39 | 83.91 | 85.55 | 85.95 | |
| PATSetting=Transfer with Privacy preserved Source Data2024.12 | 87.27 | 79.14 | 72.77 | 79.73 | |
| MMESetting=Transfer with Privacy preserved Source Data2024.12 | 87.05 | 74.72 | 75.91 | 79.23 | |
| JANSetting=Transfer with Privacy preserved Source Data2024.12 | 86.77 | 70.45 | 68.41 | 75.21 | |
| PATSetting=Centralized Source Free Transfer2024.12 | 86.76 | 78.73 | 82.14 | 82.54 | |
| MCCSetting=Centralized Source Free Transfer2024.12 | 86.23 | 58.2 | 66.78 | 70.4 | |
| SHOTSetting=Centralized Source Free Transfer2024.12 | 86.21 | 58.24 | 67.49 | 70.65 | |
| CCSetting=Centralized Source Free Transfer2024.12 | 86.14 | 58.01 | 66.63 | 70.26 | |
| ENTSetting=Centralized Source Free Transfer2024.12 | 86.06 | 58.38 | 67.66 | 70.7 | |
| DANSetting=Transfer with Privacy preserved Source Data2024.12 | 85.35 | 55.15 | 64.96 | 68.49 | |
| CDANSetting=Transfer with Privacy preserved Source Data2024.12 | 84.97 | 49.74 | 62.32 | 65.68 | |
| CESetting=Centralized Source Free Transfer2024.12 | 84.96 | 56.61 | 66.87 | 69.48 | |
| DANNSetting=Transfer with Privacy preserved Source Data2024.12 | 84.74 | 52.86 | 62.82 | 66.81 | |
| MCCSetting=Transfer with Privacy preserved Source Data2024.12 | 84.52 | 59.95 | 67.29 | 70.59 | |
| MDDSetting=Transfer with Privacy preserved Source Data2024.12 | 84.5 | 49.67 | 63.34 | 65.84 | |
| SHOTSetting=Transfer with Privacy preserved Source Data2024.12 | 84.34 | 55.26 | 65.83 | 68.48 | |
| ENTSetting=Transfer with Privacy preserved Source Data2024.12 | 83.97 | 56.16 | 67.1 | 69.08 | |
| CCSetting=Transfer with Privacy preserved Source Data2024.12 | 83.97 | 54.43 | 68.31 | 68.91 | |
| S+TSetting=Transfer with Privacy preserved Source Data2024.12 | 83.94 | 49.07 | 61.07 | 64.69 | |
| SHOTSetting=Federated Source Free Transfer2024.12 | 83.64 | 76.25 | 81.59 | 80.49 | |
| ENTSetting=Federated Source Free Transfer2024.12 | 83.57 | 76.31 | 81.71 | 80.53 | |
| CCSetting=Federated Source Free Transfer2024.12 | 83 | 75.33 | 81.12 | 79.82 | |
| MCCSetting=Federated Source Free Transfer2024.12 | 82.98 | 75.48 | 80.97 | 79.81 | |
| MMESetting=Centralized Source Free Transfer2024.12 | 82.96 | 57 | 67.56 | 69.17 | |
| CESetting=Federated Source Free Transfer2024.12 | 80.89 | 72.99 | 79.03 | 77.63 | |
| MMESetting=Federated Source Free Transfer2024.12 | 74.83 | 63.03 | 73.6 | 70.49 |