Dermoscopic diagnosis on Real-world dermoscopic FL dataset (Client B)
79.7F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursDET=true, PFA=true2021.10 | 79.7 | 97.58 | |
| Ours w/o PFADET=true, PFA=false2021.10 | 77.9 | 97.03 | |
| FML2021.10 | 75.83 | 95.49 | |
| Ours w/o DETDET=false, PFA=true2021.10 | 75.2 | 89.81 | |
| FedBN2021.10 | 72.1 | 96.35 | |
| SiloBN2021.10 | 63.81 | 81.41 | |
| FedAvg2021.10 | 48.14 | 82.75 | |
| IDA2021.10 | 41.87 | 75.95 | |
| FedProx2021.10 | 39.09 | 70.09 |