Medical Image Classification on Pathology no hold-out client (Local Performance)
89.2AccuracyFedSoup
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedSoupEvaluation Setup=no hold-out client2023.07 | 89.2 | 95.08 | |
| MOONEvaluation Setup=no hold-out client2023.07 | 88.62 | 95.06 | |
| FedBABUEvaluation Setup=no hold-out client2023.07 | 88.55 | 94.92 | |
| FedBNEvaluation Setup=no hold-out client2023.07 | 88.48 | 94.67 | |
| FedRepEvaluation Setup=no hold-out client2023.07 | 86.93 | 93.15 | |
| FedAvgEvaluation Setup=no hold-out client2023.07 | 86.52 | 93.26 | |
| FedProxEvaluation Setup=no hold-out client2023.07 | 85.74 | 93.28 | |
| FedFomoEvaluation Setup=no hold-out client2023.07 | 83.4 | 89.71 |