Dermoscopic diagnosis on Real-world dermoscopic FL dataset (Client D)
62.46F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursDET=true, PFA=true2021.10 | 62.46 | 83.9 | |
| FedBN2021.10 | 62.07 | 81.36 | |
| SiloBN2021.10 | 61.9 | 80.56 | |
| Ours w/o PFADET=true, PFA=false2021.10 | 61.9 | 82.59 | |
| FML2021.10 | 59.4 | 82.81 | |
| Ours w/o DETDET=false, PFA=true2021.10 | 59.24 | 81.39 | |
| FedProx2021.10 | 45.95 | 74.83 | |
| IDA2021.10 | 45.64 | 73.1 | |
| FedAvg2021.10 | 44.2 | 71.14 |