Medical Image Classification on CheXpert Medium Non-IID Level
72.16PerformanceFEROMA
Evaluation results
| Method | Links | |
|---|---|---|
| FEROMADrifting=5 / 202026.02 | 72.16 | |
| FedDriftDrifting=10 / 202026.02 | 72.02 | |
| FEROMADrifting=10 / 202026.02 | 71.96 | |
| FedDriftDrifting=20 / 202026.02 | 71.91 | |
| FEROMADrifting=20 / 202026.02 | 71.82 | |
| FedDriftDrifting=5 / 202026.02 | 71.7 | |
| CFLDrifting=5 / 202026.02 | 62.34 | |
| CFLDrifting=10 / 202026.02 | 62.21 | |
| FeSEMDrifting=20 / 202026.02 | 61.32 | |
| FedAvgDrifting=20 / 202026.02 | 61.26 | |
| FedAvgDrifting=5 / 202026.02 | 60.91 | |
| FeSEMDrifting=10 / 202026.02 | 60.76 | |
| CFLDrifting=20 / 202026.02 | 60.31 | |
| pFedMeDrifting=5 / 202026.02 | 59.92 | |
| FedAvgDrifting=10 / 202026.02 | 59.34 | |
| FeSEMDrifting=5 / 202026.02 | 59.33 | |
| pFedMeDrifting=20 / 202026.02 | 57.88 | |
| pFedMeDrifting=10 / 202026.02 | 57.56 | |
| FedRCDrifting=20 / 202026.02 | 55.79 | |
| FedRCDrifting=10 / 202026.02 | 55.23 | |
| APFLDrifting=10 / 202026.02 | 54.83 | |
| APFLDrifting=5 / 202026.02 | 54.78 | |
| FedRCDrifting=5 / 202026.02 | 54.38 | |
| FedEMDrifting=5 / 202026.02 | 53.58 | |
| APFLDrifting=20 / 202026.02 | 53.55 | |
| FedEMDrifting=10 / 202026.02 | 53.45 | |
| IFCADrifting=5 / 202026.02 | 52.54 | |
| FedEMDrifting=20 / 202026.02 | 52.44 | |
| IFCADrifting=10 / 202026.02 | 52 | |
| IFCADrifting=20 / 202026.02 | 51.33 |