Image Classification on HAM10000 Uniform
78.51AccuracyBESplit-G
Evaluation results
| Method | Links | |
|---|---|---|
| BESplit-GSFL Setting=n=64, k=642026.05 | 78.51 | |
| BESplit-ASFL Setting=n=64, k=642026.05 | 76.93 | |
| FAVDSFL Setting=n=64, k=642026.05 | 76.42 | |
| FedRDNSFL Setting=n=64, k=642026.05 | 76.18 | |
| Fed-MoESFL Setting=n=64, k=642026.05 | 75.24 | |
| FedDynSFL Setting=n=64, k=642026.05 | 74.74 | |
| MergeSFLSFL Setting=n=64, k=642026.05 | 74.21 | |
| FedAvgSFL Setting=n=64, k=642026.05 | 73.57 | |
| HASFLSFL Setting=n=64, k=642026.05 | 73.2 | |
| FedProxSFL Setting=n=64, k=642026.05 | 73.17 | |
| ParallelSFLSFL Setting=n=64, k=642026.05 | 72.96 | |
| SplitFedSFL Setting=n=64, k=642026.05 | 72.95 |