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ResearchFormerly WizWand

Hyperplane Fitting on Synthetic 2D Data 3 Hyperplanes (test)

7.512TCSUPERANSAC UNKNOWN
-4.2783275.30634154.891234.47566May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SUPERANSAC UNKNOWNHyperplane count=estimated2026.057.5126.51.4270.093
PARSAC UNKNOWNHyperplane count=estimated2026.058.216.852.4030.091
SEC.5 + FULL PIPELINEInitialization=Section 5 proposed method, Hyperplane count=estimated2026.0516.68130.1350.357
PARSAC KNOWNHyperplane count=known2026.0517.347—0.2020.021
OPTICSHyperplane count=unknown2026.0520.766.755.1460.032
SUPERANSAC KNOWNHyperplane count=known2026.0525.028—0.5340.032
RANDOM + FULL PIPELINEInitialization=random, Hyperplane count=known2026.0536.445—2.7520.423
AGGCLUSTERHyperplane count=known2026.0547.188—2.0450.002
GMM+EMHyperplane count=known2026.0558.26—3.890.383
K-MEANSHyperplane count=known2026.0562.638—4.8980.012
DBSCANHyperplane count=unknown2026.0585.4814.155.4710.001
RANSACHyperplane count=known2026.05302.27—8.2720.027