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Benchmarks
Federated Clustering on LA (NMI, ACC)
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0.576
NMI
GOLD
0.03104
0.17252
0.314
0.45548
Jan 24, 2026
NMI
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
NMI
Accuracy
GOLD
2026.01
0.576
0.727
OSFSC-TSC
Year=2023, variant=TSC
2026.01
0.568
0.689
FedSC
Year=2024
2026.01
0.565
0.622
NN-FC
Year=2024
2026.01
0.557
0.646
k-Fed
Year=2021
2026.01
0.512
0.534
FFCM-avg1
Year=2022, variant=avg1
2026.01
0.394
0.595
OSFSC-SSC
Year=2023, variant=SSC
2026.01
0.358
0.552
FFCM-avg2
Year=2022, variant=avg2
2026.01
0.252
0.475
AFCL
Year=2025
2026.01
0.052
0.283
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