Retinal Fundus Segmentation on Retinal Fundus (test)
87.22Client 1 Dice ScoreFedCE
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FedCEAggregation=Sum.2023.03 | 87.22 | 87.36 | 87.93 | 89.66 | 54.42 | 90.92 | 82.92 | 14.03 | |
| FedCI2023.03 | 87.02 | 86.93 | 87.35 | 88.53 | 40.99 | 90.22 | 80.17 | 19.24 | |
| FedCEAggregation=Multi.2023.03 | 86.73 | 87.45 | 87.51 | 89.26 | 57.3 | 90.25 | 83.08 | 12.7 | |
| Standalone2023.03 | 86.69 | 85.51 | 86.21 | 89.91 | 79.77 | 90.98 | 86.51 | 3.95 | |
| q-FedAvg2023.03 | 86.24 | 86.97 | 87.37 | 89.13 | 44.68 | 90.72 | 80.85 | 17.8 | |
| CFFL2023.03 | 85.72 | 86.29 | 86.96 | 88.62 | 41.12 | 90.16 | 79.81 | 19.02 | |
| CGSV2023.03 | 83.46 | 85.57 | 85.47 | 88.48 | 33.79 | 91.01 | 77.96 | 21.8 | |
| FedAvg2023.03 | 81.34 | 85.21 | 83.28 | 88.16 | 40.81 | 90.79 | 78.27 | 18.66 |