Image Classification on HAM10000 NIID, κ=1
70.46AccuracyBESplit-G
Evaluation results
| Method | Links | |
|---|---|---|
| BESplit-GSFL Setting=n=64, k=64, κ=12026.05 | 70.46 | |
| BESplit-ASFL Setting=n=64, k=64, κ=12026.05 | 68.65 | |
| FAVDSFL Setting=n=64, k=64, κ=12026.05 | 67.9 | |
| FedRDNSFL Setting=n=64, k=64, κ=12026.05 | 67.23 | |
| Fed-MoESFL Setting=n=64, k=64, κ=12026.05 | 66.76 | |
| HASFLSFL Setting=n=64, k=64, κ=12026.05 | 65.79 | |
| MergeSFLSFL Setting=n=64, k=64, κ=12026.05 | 65.5 | |
| ParallelSFLSFL Setting=n=64, k=64, κ=12026.05 | 65.07 | |
| FedDynSFL Setting=n=64, k=64, κ=12026.05 | 64.51 | |
| SplitFedSFL Setting=n=64, k=64, κ=12026.05 | 63.76 | |
| FedProxSFL Setting=n=64, k=64, κ=12026.05 | 63.32 | |
| FedAvgSFL Setting=n=64, k=64, κ=12026.05 | 63.31 |