Image Classification on CIFAR10 50 clients (test)
0.9008Accuracy (Test)pFedHN-PC
Evaluation results
| Method | Links | |
|---|---|---|
| pFedHN-PCNumber of clients=50, Backbone=LeNet2021.03 | 0.9008 | |
| pFedHNNumber of clients=50, Backbone=LeNet, Embedding dimension=13.52021.03 | 0.8838 | |
| pFedMeNumber of clients=50, Backbone=LeNet2021.03 | 0.8609 | |
| LG-FedAvgNumber of clients=50, Backbone=LeNet2021.03 | 0.8519 | |
| FedPerNumber of clients=50, Backbone=LeNet2021.03 | 0.8339 | |
| Per-FedAvgNumber of clients=50, Backbone=LeNet2021.03 | 0.8303 | |
| LocalNumber of clients=50, Backbone=LeNet2021.03 | 0.6811 | |
| FedAvgNumber of clients=50, Backbone=LeNet2021.03 | 0.4779 |