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ResearchFormerly WizWand

Scaling Law Fitting on LVM-synthetic (test)

9.318MREPBH
8.525213.876619.22824.5794May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PBHN=5, d=29, lbfgs steps=52026.059.318—
PBHN=15, d=29, lbfgs steps=52026.0510.898—
PBHN=15, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.0511.302—
PBHN=5, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.0511.384—
PBHN=10, d=29, lbfgs steps=52026.0511.464—
BHDimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.0514.32—
PBHN=20, d=29, lbfgs steps=52026.0515.507—
PBHN=10, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.0516.939—
PBHN=40, d=29, lbfgs steps=52026.0517.687—
PBHN=30, d=29, lbfgs steps=52026.0518.41—
BHd=29, lbfgs steps=52026.0518.764—
PBHN=50, d=29, lbfgs steps=52026.0520.299—
ZOPN=5, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.0524.611—
ZOPd=29, lbfgs steps=52026.0529.138—
BHlbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—15.884
PBHN=5, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—11.435
PBHN=10, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—14.736
PBHN=15, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—11.07
PBHN=20, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—13.664
PBHN=30, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—14.441
PBHN=40, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—16.844
PBHN=50, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—21.105
ZOPlbfgs steps=10, CPU time=300s, d=29, seeds=32026.05—29.138