Dermoscopic diagnosis on Real-world dermoscopic FL dataset Macro Average
70.75F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursDET=true, PFA=true2021.10 | 70.75 | 88.92 | |
| Ours w/o PFADET=true, PFA=false2021.10 | 69 | 88.14 | |
| FML2021.10 | 67.6 | 87.93 | |
| Ours w/o DETDET=false, PFA=true2021.10 | 65.79 | 85.73 | |
| FedBN2021.10 | 60.96 | 85.18 | |
| SiloBN2021.10 | 57.63 | 80.76 | |
| FedAvg2021.10 | 51.64 | 77.89 | |
| IDA2021.10 | 49.64 | 77.18 | |
| FedProx2021.10 | 49.11 | 75.84 |