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Benchmarks
Global Clustering on LE (Purity, ARI)
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28.1
Purity
GOLD
3.14
9.62
16.1
22.58
Jan 24, 2026
Purity
ARI
Updated 1mo ago
Evaluation Results
Method
Method
Links
Purity
ARI
GOLD
mode=proposed
2026.01
28.1
12.9
OSFSC-SSC
year=2023, citation=[21]
2026.01
27.9
13.2
OSFSC-TSC
year=2023, citation=[21]
2026.01
27.7
12.6
NN-FC
year=2024, citation=[27]
2026.01
27.5
11.1
k-Fed
year=2021, citation=[20]
2026.01
27.2
11
FFCM-avg1
year=2022, citation=[17]
2026.01
19.1
6.4
FedSC
year=2024, citation=[16]
2026.01
19.1
7.5
FFCM-avg2
year=2022, citation=[17]
2026.01
6.4
0.3
AFCL
year=2025, citation=[38]
2026.01
4.1
0
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