Image Classification on ISIC NIID, κ=1
67.45AccuracyBESplit-G
Evaluation results
| Method | Links | |
|---|---|---|
| BESplit-GSFL Setting=n=32, k=32, κ=12026.05 | 67.45 | |
| BESplit-ASFL Setting=n=32, k=32, κ=12026.05 | 66.97 | |
| FAVDSFL Setting=n=32, k=32, κ=12026.05 | 64.52 | |
| FedRDNSFL Setting=n=32, k=32, κ=12026.05 | 64.11 | |
| Fed-MoESFL Setting=n=32, k=32, κ=12026.05 | 63.52 | |
| MergeSFLSFL Setting=n=32, k=32, κ=12026.05 | 62.81 | |
| HASFLSFL Setting=n=32, k=32, κ=12026.05 | 62.52 | |
| ParallelSFLSFL Setting=n=32, k=32, κ=12026.05 | 62.32 | |
| FedDynSFL Setting=n=32, k=32, κ=12026.05 | 62.3 | |
| FedProxSFL Setting=n=32, k=32, κ=12026.05 | 60.39 | |
| FedAvgSFL Setting=n=32, k=32, κ=12026.05 | 60.28 | |
| SplitFedSFL Setting=n=32, k=32, κ=12026.05 | 60.07 |