Medical Image Segmentation on HaN-Seg (test)
70.82mDSC (CT)FedMEPD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedMEPD2026.03 | 70.82 | 65.34 | 68.08 | 76.59 | |
| FedIoT2026.03 | 68.68 | 64.5 | 66.59 | 76.05 | |
| FedMSplit2026.03 | 67.79 | 65.01 | 66.4 | 76.11 | |
| RFNet2026.03 | 66.57 | 64.32 | 65.45 | 74.13 | |
| CreamFL2026.03 | 61.58 | 59.9 | 60.74 | 71.13 | |
| Local models2026.03 | 54.1 | 51.37 | 52.74 | 61.58 | |
| IOP-FL2026.03 | 53.81 | 52.66 | 53.24 | 57.02 | |
| FedPIDAvg2026.03 | 52.25 | 49.82 | 51.04 | 56.71 | |
| perFL2026.03 | 51.81 | 50.79 | 50.8 | 56.69 | |
| FedAvg2026.03 | 51.6 | 49.11 | 50.35 | 55.8 | |
| FedCostWAvg2026.03 | 51.44 | 48.42 | 49.93 | 55.95 | |
| FedNorm2026.03 | 49.67 | 47.99 | 48.83 | 54.3 |