Medical Image Classification on NIH CXR14
72.47AUCFedBB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedBBdelta=0.12026.06 | 72.47 | 1,317 | |
| FedBBdelta=12026.06 | 71.78 | — | |
| FedBBdelta=0.52026.06 | 70.5 | — | |
| FedAvgdelta=12026.06 | 69.02 | — | |
| FedAvgdelta=0.52026.06 | 69.02 | — | |
| FedProxdelta=0.12026.06 | 68.51 | 1,392 | |
| FedAligndelta=0.52026.06 | 68.46 | — | |
| FedProxdelta=12026.06 | 68.4 | — | |
| FedProxdelta=0.52026.06 | 68.33 | — | |
| FedAvgdelta=0.12026.06 | 67.77 | 1,311 | |
| FedAligndelta=0.12026.06 | 67.61 | 1,365 | |
| FedAligndelta=12026.06 | 67.57 | — | |
| FedNovadelta=12026.06 | 66.92 | — | |
| FedNovadelta=0.52026.06 | 66.82 | — | |
| MOONdelta=0.12026.06 | 66.67 | 33,100 | |
| FedNovadelta=0.12026.06 | 66.64 | 1,311 | |
| MOONdelta=12026.06 | 66.3 | — | |
| MOONdelta=0.52026.06 | 64.08 | — |