Medical Image Segmentation on RIF (test)
0.8702Site 1 ScoreFedCE (Sum.)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedCE (Sum.)2024.10 | 0.8702 | 0.766 | 0.9092 | 0.9028 | 0.8621 | 0.0573 | |
| FedCE (Multi.)2024.10 | 0.86 | 0.7742 | 0.9069 | 0.8993 | 0.8601 | 0.0526 | |
| Fed-LWR2024.10 | 0.8589 | 0.7943 | 0.9242 | 0.9096 | 0.8717 | 0.0508 | |
| FedAvg2024.10 | 0.827 | 0.7268 | 0.9119 | 0.9193 | 0.8463 | 0.0779 | |
| Ditto2024.10 | 0.8211 | 0.7891 | 0.909 | 0.9195 | 0.8597 | 0.0558 | |
| Solo2024.10 | 0.8201 | 0.7457 | 0.9126 | 0.9256 | 0.851 | 0.0731 | |
| CFFL2024.10 | 0.8149 | 0.7497 | 0.9133 | 0.8953 | 0.8433 | 0.0655 | |
| CGSV2024.10 | 0.7879 | 0.773 | 0.8977 | 0.9178 | 0.8441 | 0.0642 | |
| q-FedAvg2024.10 | 0.7783 | 0.8048 | 0.9172 | 0.9162 | 0.8541 | 0.0632 |