Dermoscopic diagnosis on Real-world dermoscopic FL dataset (Client A)
72F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursDET=true, PFA=true2021.10 | 72 | 88.98 | |
| Ours w/o PFADET=true, PFA=false2021.10 | 69.41 | 88.7 | |
| FML2021.10 | 69.14 | 88.38 | |
| Ours w/o DETDET=false, PFA=true2021.10 | 67.28 | 87.95 | |
| FedAvg2021.10 | 57.44 | 81.52 | |
| FedProx2021.10 | 56.7 | 81.7 | |
| IDA2021.10 | 55.62 | 81.27 | |
| FedBN2021.10 | 54.96 | 83.06 | |
| SiloBN2021.10 | 50.83 | 83.17 |