List your company
ResearchFormerly WizWand

AML Node Classification on Synthetic AML HI-Medium

65.17Average F1CE-FedGNN-PNA
34.54242.493550.44558.3965May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CE-FedGNN-PNABackbone=PNA, Federated Learning Strategy=CE-FedGNN2026.0565.17
FedGCN-PNABackbone=PNA, Federated Learning Strategy=FedGCN2026.0562.92
CE-FedGNN-GINBackbone=GIN, Federated Learning Strategy=CE-FedGNN2026.0560.24
Swift-PNABackbone=PNA, Federated Learning Strategy=Swift2026.0557.22
Swift-GINBackbone=GIN, Federated Learning Strategy=Swift2026.0556.89
FedGNN-GIN-STBackbone=GIN, Federated Learning Strategy=FedGNN-ST2026.0556.12
FedGCN-GINBackbone=GIN, Federated Learning Strategy=FedGCN2026.0555.38
FedAvg-GINBackbone=GIN, Federated Learning Strategy=FedAvg2026.0554.21
FedGNN-PNA-STBackbone=PNA, Federated Learning Strategy=FedGNN-ST2026.0553.82
SC-PNABackbone=PNA, Federated Learning Strategy=SC2026.0553.05
FedAvg-PNABackbone=PNA, Federated Learning Strategy=FedAvg2026.0550.37
SC-GINBackbone=GIN, Federated Learning Strategy=SC2026.0535.72