Image Classification on CIFAR-100 (test) (Global and Local Accuracy)
61.49G.accFedAvg + DFRD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedAvg + DFRDω=1.02023.09 | 61.49 | 49.97 | |
| FedAvg + FedFTGω=1.02023.09 | 58.81 | 48.06 | |
| FedAvg + DENSEω=1.02023.09 | 58.43 | 48 | |
| FedAvgω=1.02023.09 | 57.31 | 47.01 | |
| FedAvg + DFRDω=0.12023.09 | 53.95 | 29.1 | |
| FedAvg + DENSEω=0.12023.09 | 50.84 | 26.19 | |
| FedAvg + FedFTGω=0.12023.09 | 50.7 | 26.4 | |
| FedAvgω=0.12023.09 | 49.5 | 25.33 | |
| FedAvg + DFRDω=0.012023.09 | 43.47 | 14.09 | |
| FedAvg + FedFTGω=0.012023.09 | 40.5 | 12.15 | |
| FedAvg + DENSEω=0.012023.09 | 40.24 | 11.87 | |
| FedAvgω=0.012023.09 | 39.22 | 11.25 | |
| DFRDω=1.02023.09 | 3.21 | 23.31 | |
| DFRDω=0.12023.09 | 1.55 | 14.15 | |
| DFRDω=0.012023.09 | 1.36 | 8.93 | |
| DENSEω=1.02023.09 | 1.22 | 21.68 | |
| DENSEω=0.12023.09 | 1.11 | 13.61 | |
| DENSEω=0.012023.09 | 1.11 | 8.73 | |
| FedFTGω=0.012023.09 | 1.11 | 8.82 | |
| FedFTGω=0.12023.09 | 1.06 | 14.01 | |
| FedFTGω=1.02023.09 | 1.05 | 22.67 |