Balanced classification on NICU and SEED Average
75.18Benign AccuracyPAT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PATSetting=Federated Source Free Transfer2024.12 | 75.18 | 71.34 | 72.15 | 72.89 | |
| PATSetting=Centralized Source Free Transfer2024.12 | 74.4 | 58.48 | 65.74 | 66.21 | |
| JANSetting=Transfer with Privacy preserved Source Data2024.12 | 74.29 | 52.51 | 61.02 | 62.61 | |
| PATSetting=Transfer with Privacy preserved Source Data2024.12 | 74.21 | 63.2 | 64.28 | 67.23 | |
| DANSetting=Transfer with Privacy preserved Source Data2024.12 | 73.95 | 42.82 | 58.1 | 58.29 | |
| MCCSetting=Centralized Source Free Transfer2024.12 | 73.73 | 42.89 | 56.76 | 57.8 | |
| SHOTSetting=Centralized Source Free Transfer2024.12 | 73.72 | 42.91 | 57.3 | 57.98 | |
| CCSetting=Centralized Source Free Transfer2024.12 | 73.7 | 42.84 | 56.71 | 57.75 | |
| DANNSetting=Transfer with Privacy preserved Source Data2024.12 | 73.68 | 40.87 | 57.13 | 57.23 | |
| CDANSetting=Transfer with Privacy preserved Source Data2024.12 | 73.65 | 39.84 | 57.08 | 56.86 | |
| ENTSetting=Centralized Source Free Transfer2024.12 | 73.58 | 43.13 | 57.41 | 58.04 | |
| MDDSetting=Transfer with Privacy preserved Source Data2024.12 | 73.5 | 40.27 | 57.15 | 56.98 | |
| SHOTSetting=Transfer with Privacy preserved Source Data2024.12 | 73.15 | 44.04 | 58.94 | 58.71 | |
| S+TSetting=Transfer with Privacy preserved Source Data2024.12 | 73.08 | 40.13 | 56.32 | 56.51 | |
| CESetting=Centralized Source Free Transfer2024.12 | 72.97 | 41.66 | 56.96 | 57.19 | |
| MCCSetting=Transfer with Privacy preserved Source Data2024.12 | 72.73 | 46.57 | 59.19 | 59.5 | |
| SHOTSetting=Federated Source Free Transfer2024.12 | 72.64 | 65.46 | 68.74 | 68.95 | |
| MMESetting=Transfer with Privacy preserved Source Data2024.12 | 72.56 | 57.3 | 62.36 | 64.07 | |
| CCSetting=Federated Source Free Transfer2024.12 | 72.32 | 64.87 | 68.47 | 68.55 | |
| CCSetting=Transfer with Privacy preserved Source Data2024.12 | 72.28 | 43.15 | 59.67 | 58.37 | |
| MCCSetting=Federated Source Free Transfer2024.12 | 72.25 | 64.91 | 68.31 | 68.49 | |
| ENTSetting=Federated Source Free Transfer2024.12 | 71.75 | 64.83 | 67.8 | 68.13 | |
| ENTSetting=Transfer with Privacy preserved Source Data2024.12 | 71.52 | 44.91 | 58.89 | 58.44 | |
| MMESetting=Centralized Source Free Transfer2024.12 | 71.23 | 40.61 | 56.82 | 56.22 | |
| CESetting=Federated Source Free Transfer2024.12 | 71.19 | 63.56 | 67.23 | 67.32 | |
| MMESetting=Federated Source Free Transfer2024.12 | 67.78 | 57.79 | 63.95 | 63.17 |