Federated Learning Training on HI Medium
21.12Average Runtime (s)FedAvg-GIN
Evaluation Results
| Method | Links | |
|---|---|---|
| FedAvg-GINBackbone=GIN, Federated Framework=FedAvg, Local steps (K)=322026.05 | 21.12 | |
| FedGCN-GINBackbone=GIN, Federated Framework=FedGCN, Local steps (K)=322026.05 | 31.15 | |
| CE-FedGNN-GINBackbone=GIN, Federated Framework=CE-FedGNN, Local steps (K)=322026.05 | 32.34 | |
| Swift-GINBackbone=GIN, Federated Framework=Swift, Local steps (K)=322026.05 | 34.92 | |
| FedAvg-PNABackbone=PNA, Federated Framework=FedAvg, Local steps (K)=322026.05 | 40.6 | |
| FedGCN-PNABackbone=PNA, Federated Framework=FedGCN, Local steps (K)=322026.05 | 41.56 | |
| CE-FedGNN-PNABackbone=PNA, Federated Framework=CE-FedGNN, Local steps (K)=322026.05 | 42.77 | |
| Swift-PNABackbone=PNA, Federated Framework=Swift, Local steps (K)=322026.05 | 44.58 |