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Benchmarks
Clustering on Breast
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2.19
ARI
GFC
-0.0564
0.5268
1.11
1.6932
Nov 30, 2025
ARI
NMI
Updated 4d ago
Evaluation Results
Method
Method
Links
ARI
NMI
GFC
Privacy Budget (ε)=0.1
2025.11
2.19
1.67
K-Fed
Privacy Budget (ε)=0.1
2025.11
1.89
1.61
GFC
Privacy Budget (ε)=0.05
2025.11
1.79
0.82
MUFC
Privacy Budget (ε)=0.1
2025.11
1.75
1.12
K-Fed
Privacy Budget (ε)=0.05
2025.11
0.99
0.75
NN-FC
Privacy Budget (ε)=0.1
2025.11
0.67
0.58
MUFC
Privacy Budget (ε)=0.05
2025.11
0.27
0.58
GFC
Privacy Budget (ε)=0.01
2025.11
0.27
0.26
NN-FC
Privacy Budget (ε)=0.05
2025.11
0.1
0.14
MUFC
Privacy Budget (ε)=0.01
2025.11
0.03
0.01
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