Image Classification on F-MNIST NIID (κ=1)
74.89AccuracyBESplit-G
Evaluation results
| Method | Links | |
|---|---|---|
| BESplit-GSFL Setting=n=100, k=40, κ=12026.05 | 74.89 | |
| BESplit-ASFL Setting=n=100, k=40, κ=12026.05 | 74.11 | |
| FAVDSFL Setting=n=100, k=40, κ=12026.05 | 73.48 | |
| FedRDNSFL Setting=n=100, k=40, κ=12026.05 | 73.28 | |
| MergeSFLSFL Setting=n=100, k=40, κ=12026.05 | 72.62 | |
| ParallelSFLSFL Setting=n=100, k=40, κ=12026.05 | 72.48 | |
| HASFLSFL Setting=n=100, k=40, κ=12026.05 | 72.43 | |
| FedDynSFL Setting=n=100, k=40, κ=12026.05 | 72.35 | |
| Fed-MoESFL Setting=n=100, k=40, κ=12026.05 | 72.12 | |
| SplitFedSFL Setting=n=100, k=40, κ=12026.05 | 71.8 | |
| FedProxSFL Setting=n=100, k=40, κ=12026.05 | 71.21 | |
| FedAvgSFL Setting=n=100, k=40, κ=12026.05 | 71.1 |