Dermoscopic diagnosis on Real-world dermoscopic FL dataset (Client C)
68.87F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursDET=true, PFA=true2021.10 | 68.87 | 85.22 | |
| Ours w/o PFADET=true, PFA=false2021.10 | 66.77 | 84.25 | |
| FML2021.10 | 66.02 | 85.05 | |
| Ours w/o DETDET=false, PFA=true2021.10 | 61.44 | 83.76 | |
| FedAvg2021.10 | 56.8 | 76.14 | |
| IDA2021.10 | 55.42 | 78.38 | |
| FedBN2021.10 | 54.73 | 79.97 | |
| FedProx2021.10 | 54.7 | 76.76 | |
| SiloBN2021.10 | 53.98 | 77.9 |