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Scaling Law Fitting on LVM highquality 2 (test)

0.0754Mean Relative Error (MRE)PBH
-0.7763064.97243710.7211816.469923May 18, 2026

Evaluation results

MethodLinks
PBHN=5, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.0754
PBHN=15, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.0948
PBHN=10, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.1097
PBHN=20, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.1171
BHlbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.1221
PBHN=30, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.157
PBHN=40, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.1877
PBHN=50, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.1918
ZOPlbfgs steps=10, CPU time=300s, d=29, seeds=32026.050.2137
PBHN=5, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.053.978
PBHN=15, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.054.681
BHDimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.055.446
PBHN=5, d=29, lbfgs steps=52026.057.305
PBHN=10, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.058.189
PBHN=15, d=29, lbfgs steps=52026.059.581
PBHN=10, d=29, lbfgs steps=52026.0510.519
BHd=29, lbfgs steps=52026.0512.217
PBHN=20, d=29, lbfgs steps=52026.0512.259
ZOPN=5, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.0514.201
PBHN=30, d=29, lbfgs steps=52026.0517.326
PBHN=40, d=29, lbfgs steps=52026.0518.47
PBHN=50, d=29, lbfgs steps=52026.0519.405
ZOPd=29, lbfgs steps=52026.0521.367