Brain Tumor Segmentation on BraTS 21 (Client-Specific Dice)
48.39mDice (Client1)IOP-FL
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| IOP-FL2025.09 | 48.39 | 49.87 | 61.61 | 51.33 | 47.93 | 63.08 | 53.7 | |
| iid (upper bound)2025.09 | 48.26 | 46.06 | 68.95 | 47.93 | 77.55 | 68.58 | 59.56 | |
| MDM-MixMFL2025.09 | 46.26 | 45.24 | 67.61 | 47.29 | 74.05 | 71.14 | 58.6 | |
| FedAAAI2025.09 | 41.88 | 52.6 | 50.68 | 49.32 | 58.68 | 58.36 | 51.92 | |
| AAW2025.09 | 39.26 | 47.29 | 60.23 | 43.61 | 68.32 | 75.95 | 55.78 | |
| FedProx2025.09 | 35.9 | 48.55 | 56.16 | 45.79 | 64.32 | 65.11 | 52.64 | |
| FedAvg2025.09 | 25.68 | 46.57 | 53.72 | 48.91 | 65.61 | 65.46 | 50.99 |