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ResearchFormerly WizWand

Fair Clustering on SYNTHETIC-A

0.509CostLloyd*
0.449560.850781.2521.65322May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Lloyd*k=5, λ=0.00, Target=1.002026.050.509—1.7
MIQCPk=5, λ=0.00, Target=1.002026.050.7210467.93
SetVarsk=5, λ=0.00, Target=1.002026.050.7210.72—
MPFCk=5, λ=0.00, Target=1.002026.050.721—4.37
Lloyd*k=4, λ=0.00, Target=1.002026.050.753—1.69
MS-FlowFCk=5, λ=0.00, Target=1.002026.050.809—0.97
MIQCPk=4, λ=0.00, Target=1.002026.050.874030.76
SetVarsk=4, λ=0.00, Target=1.002026.050.8740.76—
MPFCk=4, λ=0.00, Target=1.002026.050.874—3.67
MS-FlowFCk=4, λ=0.00, Target=1.002026.051.01—0.98
Lloyd*k=3, λ=0.00, Target=1.002026.051.157—1.7
MIQCPk=3, λ=0.00, Target=1.002026.051.17302.8
SetVarsk=3, λ=0.00, Target=1.002026.051.17302,266.35
MPFCk=3, λ=0.00, Target=1.002026.051.173—3.65
MS-FlowFCk=3, λ=0.00, Target=1.002026.051.173—1.08
Lloyd*k=2, λ=0.00, Target=1.002026.051.756—2.21
MIQCPk=2, λ=0.00, Target=1.002026.051.94800.33
SetVarsk=2, λ=0.00, Target=1.002026.051.9480.29—
MPFCk=2, λ=0.00, Target=1.002026.051.948—2.6
MS-FlowFCk=2, λ=0.00, Target=1.002026.051.995—1