Image Classification on CIFAR100 NIID (κ=1)
68.17AccuracyBESplit-G
Evaluation results
| Method | Links | |
|---|---|---|
| BESplit-GSFL Setting=n=1000, k=200, κ=12026.05 | 68.17 | |
| FAVDSFL Setting=n=1000, k=200, κ=12026.05 | 66.6 | |
| FedRDNSFL Setting=n=1000, k=200, κ=12026.05 | 66.28 | |
| BESplit-ASFL Setting=n=1000, k=200, κ=12026.05 | 66.15 | |
| Fed-MoESFL Setting=n=1000, k=200, κ=12026.05 | 65.31 | |
| ParallelSFLSFL Setting=n=1000, k=200, κ=12026.05 | 64.84 | |
| MergeSFLSFL Setting=n=1000, k=200, κ=12026.05 | 64.76 | |
| HASFLSFL Setting=n=1000, k=200, κ=12026.05 | 64.14 | |
| FedDynSFL Setting=n=1000, k=200, κ=12026.05 | 63.66 | |
| FedAvgSFL Setting=n=1000, k=200, κ=12026.05 | 62.29 | |
| FedProxSFL Setting=n=1000, k=200, κ=12026.05 | 61.72 | |
| SplitFedSFL Setting=n=1000, k=200, κ=12026.05 | 61.64 |