Optic Disc/Cup Segmentation on Optic Disc/Cup (unseen)
94.38Client 1 ScorepFLFE
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| pFLFEEvaluation protocol=Domain generalization on unseen client (Fine-tune decoders)2024.06 | 94.38 | 90.21 | 93.23 | 86.28 | 93.57 | 88.06 | 94 | 91.39 | |
| FedRepEvaluation protocol=Domain generalization on unseen client (Fine-tune decoders)2024.06 | 92.99 | 90.13 | 92.33 | 87.23 | 89.51 | 84.23 | 83.02 | 88.49 | |
| FedAvgEvaluation protocol=Domain generalization on unseen client (Fine-tune decoders)2024.06 | 92.81 | 89.99 | 90.98 | 78.88 | 88.23 | 82.57 | 89.68 | 87.59 | |
| SCAFFOLDEvaluation protocol=Domain generalization on unseen client (Fine-tune decoders)2024.06 | 91.27 | 89.65 | 91.22 | 88.55 | 83.94 | 84.96 | 89.23 | 88.4 | |
| DittoEvaluation protocol=Domain generalization on unseen client (Fine-tune decoders)2024.06 | 90.99 | 91.73 | 92.21 | 87.44 | 85.23 | 80.03 | 90.56 | 88.31 | |
| FedProxEvaluation protocol=Domain generalization on unseen client (Fine-tune decoders)2024.06 | 90.31 | 84.45 | 92.73 | 87.01 | 89.05 | 80.42 | 89.05 | 87.57 |