Federated Learning Training on HI-Large
86.68Average Runtime (s)FedAvg-GIN
Evaluation Results
| Method | Links | |
|---|---|---|
| FedAvg-GINBackbone=GIN, Federated Framework=FedAvg, Local steps (K)=322026.05 | 86.68 | |
| FedGCN-GINBackbone=GIN, Federated Framework=FedGCN, Local steps (K)=322026.05 | 88.53 | |
| CE-FedGNN-GINBackbone=GIN, Federated Framework=CE-FedGNN, Local steps (K)=322026.05 | 91.36 | |
| Swift-GINBackbone=GIN, Federated Framework=Swift, Local steps (K)=322026.05 | 93.44 | |
| FedAvg-PNABackbone=PNA, Federated Framework=FedAvg, Local steps (K)=322026.05 | 151.28 | |
| FedGCN-PNABackbone=PNA, Federated Framework=FedGCN, Local steps (K)=322026.05 | 158.72 | |
| CE-FedGNN-PNABackbone=PNA, Federated Framework=CE-FedGNN, Local steps (K)=322026.05 | 164.73 | |
| Swift-PNABackbone=PNA, Federated Framework=Swift, Local steps (K)=322026.05 | 167.09 |