MRI Image Segmentation on BraTS MEN 2023 (test)
39.48Client 1 ScoreFedAvg
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FedAvgBackbone=TransBTSV2 [37], Setting=MixMFL, Epochs=200, Memory size=200, m=0.5, gamma=0.00012025.09 | 39.48 | 48.29 | 39.04 | 52.12 | 30.7 | 22.74 | 38.73 | |
| FedAAAIBackbone=TransBTSV2 [37], Setting=MixMFL, Epochs=200, Memory size=200, m=0.5, gamma=0.00012025.09 | 37.21 | 46.95 | 42.32 | 49.23 | 37.2 | 22.51 | 39.24 | |
| IOP-FLBackbone=TransBTSV2 [37], Setting=MixMFL, Epochs=200, Memory size=200, m=0.5, gamma=0.00012025.09 | 36.33 | 44.29 | 41.29 | 49.82 | 38.6 | 22.22 | 38.76 | |
| AAWBackbone=TransBTSV2 [37], Setting=MixMFL, Epochs=200, Memory size=200, m=0.5, gamma=0.00012025.09 | 34.18 | 56.4 | 31.65 | 52.28 | 26.21 | 37.62 | 39.72 | |
| FedProxBackbone=TransBTSV2 [37], Setting=MixMFL, Epochs=200, Memory size=200, m=0.5, gamma=0.00012025.09 | 34.02 | 46.37 | 38.77 | 49.9 | 28.42 | 22.86 | 36.72 | |
| MDM-MixMFLBackbone=TransBTSV2 [37], Setting=MixMFL, Epochs=200, Memory size=200, m=0.5, gamma=0.00012025.09 | 31.8 | 55.25 | 31.85 | 55.49 | 31.22 | 40.54 | 41.03 |