Hamiltonian modeling on 3D lattice mass-spring system (test)
0Test MSELBFGS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LBFGSArchitecture=HGN2025.06 | 0 | 23.85 | 148.96 | |
| RF-HGNArchitecture=HGN2025.06 | 0.0001 | 0.16 | — | |
| NadamArchitecture=HGN2025.06 | 0.0009 | 93.42 | 583.54 | |
| RpropArchitecture=HGN2025.06 | 0.001 | 30.84 | 192.62 | |
| RMSpropArchitecture=HGN2025.06 | 0.0011 | 91.62 | 572.24 | |
| RadamArchitecture=HGN2025.06 | 0.0017 | 93 | 580.88 | |
| AdamaxArchitecture=HGN2025.06 | 0.0019 | 92.33 | 576.68 | |
| AdafactorArchitecture=HGN2025.06 | 0.0024 | 96.36 | 601.92 | |
| AdamArchitecture=HGN2025.06 | 0.0029 | 91.64 | 572.37 | |
| AdamWArchitecture=HGN2025.06 | 0.0029 | 92.15 | 575.59 | |
| SGD+momentumArchitecture=HGN2025.06 | 0.0042 | 91.65 | 572.43 | |
| AdadeltaArchitecture=HGN2025.06 | 0.0081 | 92.6 | 578.39 | |
| SGDArchitecture=HGN2025.06 | 0.0236 | 91.75 | 573.07 | |
| Averaged SGDArchitecture=HGN2025.06 | 0.0236 | 94.5 | 590.26 | |
| AdagradArchitecture=HGN2025.06 | 0.0258 | 92.03 | 574.84 |