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Benchmarks
Clustering on Celltype
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17.91
ARI
GFC
0.1884
4.7892
9.39
13.9908
Nov 30, 2025
ARI
NMI
Updated 1mo ago
Evaluation Results
Method
Method
Links
ARI
NMI
GFC
Privacy Budget (ε)=0.1
2025.11
17.91
16.11
K-Fed
Privacy Budget (ε)=0.1
2025.11
17.32
16.09
MUFC
Privacy Budget (ε)=0.1
2025.11
17.27
15.91
GFC
Privacy Budget (ε)=0.05
2025.11
16.91
15.78
K-Fed
Privacy Budget (ε)=0.05
2025.11
16.05
15.1
MUFC
Privacy Budget (ε)=0.05
2025.11
14.64
14.45
GFC
Privacy Budget (ε)=0.01
2025.11
14.54
15.27
MUFC
Privacy Budget (ε)=0.01
2025.11
14.38
14.53
K-Fed
Privacy Budget (ε)=0.01
2025.11
13.61
14.57
NN-FC
Privacy Budget (ε)=0.1
2025.11
8.98
9.02
NN-FC
Privacy Budget (ε)=0.01
2025.11
6.3
-
NN-FC
Privacy Budget (ε)=0.05
2025.11
0.87
1.16
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