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Benchmarks
AML Node Classification on Synthetic AML HI-Small
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66.23
Average F1 Score
CE-FedGNN-PNA
13.2212
26.9831
40.745
54.5069
May 25, 2026
Average F1 Score
Updated 7d ago
Evaluation Results
Method
Method
Links
Average F1 Score
CE-FedGNN-PNA
Backbone=PNA, Federate...
2026.05
66.23
Swift-PNA
Backbone=PNA, Federate...
2026.05
57.46
FedGCN-PNA
Backbone=PNA, Federate...
2026.05
56.53
FedGNN-PNA-ST
Backbone=PNA, Federate...
2026.05
54.36
FedAvg-PNA
Backbone=PNA, Federate...
2026.05
54.27
CE-FedGNN-GIN
Backbone=GIN, Federate...
2026.05
49.16
SC-PNA
Backbone=PNA, Federate...
2026.05
44.09
FedGCN-GIN
Backbone=GIN, Federate...
2026.05
41.52
FedAvg-GIN
Backbone=GIN, Federate...
2026.05
41.03
Swift-GIN
Backbone=GIN, Federate...
2026.05
38.73
FedGNN-GIN-ST
Backbone=GIN, Federate...
2026.05
29.4
SC-GIN
Backbone=GIN, Federate...
2026.05
15.26
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