Medical Image Classification on Pathology Global Performance no hold-out client
86.44AccuracyFedSoup
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedSoupEvaluation Setup=no hold-out client2023.07 | 86.44 | 93.46 | |
| MOONEvaluation Setup=no hold-out client2023.07 | 85.63 | 93.2 | |
| FedBABUEvaluation Setup=no hold-out client2023.07 | 83.94 | 91.48 | |
| FedAvgEvaluation Setup=no hold-out client2023.07 | 79.65 | 88.14 | |
| FedProxEvaluation Setup=no hold-out client2023.07 | 79.44 | 87.89 | |
| FedRepEvaluation Setup=no hold-out client2023.07 | 78.04 | 85.09 | |
| FedBNEvaluation Setup=no hold-out client2023.07 | 77.31 | 85.53 | |
| FedFomoEvaluation Setup=no hold-out client2023.07 | 65.92 | 70.11 |