Scaling Law Fitting on LVM highquality 2 (test)
0.0754Mean Relative Error (MRE)PBH
Evaluation Results
| Method | Links | |
|---|---|---|
| PBHN=5, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.0754 | |
| PBHN=15, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.0948 | |
| PBHN=10, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.1097 | |
| PBHN=20, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.1171 | |
| BHlbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.1221 | |
| PBHN=30, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.157 | |
| PBHN=40, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.1877 | |
| PBHN=50, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.1918 | |
| ZOPlbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 0.2137 | |
| PBHN=5, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 3.978 | |
| PBHN=15, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 4.681 | |
| BHDimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 5.446 | |
| PBHN=5, d=29, lbfgs steps=52026.05 | 7.305 | |
| PBHN=10, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 8.189 | |
| PBHN=15, d=29, lbfgs steps=52026.05 | 9.581 | |
| PBHN=10, d=29, lbfgs steps=52026.05 | 10.519 | |
| BHd=29, lbfgs steps=52026.05 | 12.217 | |
| PBHN=20, d=29, lbfgs steps=52026.05 | 12.259 | |
| ZOPN=5, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 14.201 | |
| PBHN=30, d=29, lbfgs steps=52026.05 | 17.326 | |
| PBHN=40, d=29, lbfgs steps=52026.05 | 18.47 | |
| PBHN=50, d=29, lbfgs steps=52026.05 | 19.405 | |
| ZOPd=29, lbfgs steps=52026.05 | 21.367 |