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Benchmarks
Clustering on Seeds (ARI, NMI)
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0.4107
ARI
GFC
-0.009252
0.099774
0.2088
0.317826
Nov 30, 2025
ARI
NMI
Updated 4d ago
Evaluation Results
Method
Method
Links
ARI
NMI
GFC
Privacy Budget (ε)=0.1
2025.11
0.4107
0.4609
GFC
Privacy Budget (ε)=0.05
2025.11
0.3696
0.4222
MUFC
Privacy Budget (ε)=0.1
2025.11
0.272
0.3697
K-Fed
Privacy Budget (ε)=0.1
2025.11
0.2265
0.2884
MUFC
Privacy Budget (ε)=0.05
2025.11
0.1805
0.2245
K-Fed
Privacy Budget (ε)=0.05
2025.11
0.0874
0.1248
GFC
Privacy Budget (ε)=0.01
2025.11
0.051
0.058
K-Fed
Privacy Budget (ε)=0.01
2025.11
0.0286
0.0403
NN-FC
Privacy Budget (ε)=0.1
2025.11
0.0136
0.0248
MUFC
Privacy Budget (ε)=0.01
2025.11
0.0089
0.0223
NN-FC
Privacy Budget (ε)=0.05
2025.11
0.0069
0.0218
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