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Benchmarks
AML Node Classification on Synthetic AML LI-Small
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26.55
Average F1 Score
CE-FedGNN-PNA
-1.062
6.1065
13.275
20.4435
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
26.55
Swift-PNA
Backbone=PNA, Federate...
2026.05
19.95
FedGCN-PNA
Backbone=PNA, Federate...
2026.05
17.26
FedGCN-GIN
Backbone=GIN, Federate...
2026.05
17.02
CE-FedGNN-GIN
Backbone=GIN, Federate...
2026.05
16.3
FedGNN-PNA-ST
Backbone=PNA, Federate...
2026.05
16.14
FedAvg-PNA
Backbone=PNA, Federate...
2026.05
15.56
SC-PNA
Backbone=PNA, Federate...
2026.05
13.96
SC-GIN
Backbone=GIN, Federate...
2026.05
12.38
FedAvg-GIN
Backbone=GIN, Federate...
2026.05
0
Swift-GIN
Backbone=GIN, Federate...
2026.05
0
FedGNN-GIN-ST
Backbone=GIN, Federate...
2026.05
0
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