Image Classification on CIFAR-100 (Alpha Parameterized Accuracy Evaluation)
36.86Acc (alpha=0.1)FuseFL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FuseFLK (number of splitted blocks)=4, Communication rounds=42024.10 | 36.86 | 42.79 | 49.3 | |
| EnsembleCommunication rounds=12024.10 | 35.69 | 49.41 | 53.39 | |
| FuseFLK (number of splitted blocks)=8, Communication rounds=82024.10 | 34.97 | 39.08 | 40.73 | |
| FuseFLK (number of splitted blocks)=2, Communication rounds=22024.10 | 34.07 | 45.12 | 46.12 | |
| DENSECommunication rounds=12024.10 | 32.03 | 37.32 | 42.07 | |
| Fed-ADICommunication rounds=12024.10 | 30.13 | 35.18 | 40.28 | |
| Fed-DAFLCommunication rounds=12024.10 | 28.89 | 34.89 | 38.19 | |
| FedDFCommunication rounds=12024.10 | 28.17 | 30.28 | 36.35 | |
| FedAvgCommunication rounds=12024.10 | 4.58 | 11.61 | 12.11 |