Federated Learning Training on HI-Small
18.79Average Runtime (s)FedAvg-GIN
Evaluation Results
| Method | Links | |
|---|---|---|
| FedAvg-GINBackbone=GIN, Federated Framework=FedAvg, Local steps (K)=322026.05 | 18.79 | |
| FedGCN-GINBackbone=GIN, Federated Framework=FedGCN, Local steps (K)=322026.05 | 21.06 | |
| CE-FedGNN-GINBackbone=GIN, Federated Framework=CE-FedGNN, Local steps (K)=322026.05 | 22.68 | |
| Swift-GINBackbone=GIN, Federated Framework=Swift, Local steps (K)=322026.05 | 23.51 | |
| FedAvg-PNABackbone=PNA, Federated Framework=FedAvg, Local steps (K)=322026.05 | 28.78 | |
| FedGCN-PNABackbone=PNA, Federated Framework=FedGCN, Local steps (K)=322026.05 | 29.01 | |
| CE-FedGNN-PNABackbone=PNA, Federated Framework=CE-FedGNN, Local steps (K)=322026.05 | 29.45 | |
| Swift-PNABackbone=PNA, Federated Framework=Swift, Local steps (K)=322026.05 | 30.53 |