Medical Image Classification on CheXpert (AUC, Time)
68.9AUCFedBB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedBBdelta=12026.06 | 68.9 | — | |
| FedBBdelta=0.12026.06 | 68.84 | 931 | |
| FedBBdelta=0.52026.06 | 68.39 | — | |
| FedNovadelta=12026.06 | 68.23 | — | |
| FedProxdelta=12026.06 | 68.06 | — | |
| FedAvgdelta=12026.06 | 67.75 | — | |
| FedNovadelta=0.52026.06 | 67.7 | — | |
| FedAvgdelta=0.52026.06 | 66.59 | — | |
| FedProxdelta=0.52026.06 | 66.36 | — | |
| FedAligndelta=12026.06 | 66.25 | — | |
| MOONdelta=12026.06 | 66.17 | — | |
| FedAvgdelta=0.12026.06 | 65.6 | 913 | |
| FedAligndelta=0.52026.06 | 65.5 | — | |
| FedProxdelta=0.12026.06 | 65.42 | 1,023 | |
| FedNovadelta=0.12026.06 | 65.08 | 915 | |
| MOONdelta=0.52026.06 | 65.07 | — | |
| FedAligndelta=0.12026.06 | 64.89 | 974 | |
| MOONdelta=0.12026.06 | 63.29 | 33,450 |