State Reconstruction on tumordrug Correlated Gaussian noise (test)
0.87MSEMAAT
Evaluation results
| Method | Links | |
|---|---|---|
| MAATSymbolic Regression=PySR2026.01 | 0.87 | |
| neural odeSymbolic Regression=SINDy2026.01 | 2.2 | |
| MAATSymbolic Regression=SINDy2026.01 | 3.73 | |
| savgolSymbolic Regression=PySR2026.01 | 10.5 | |
| tvregSymbolic Regression=PySR2026.01 | 10.8 | |
| savgolSymbolic Regression=SINDy2026.01 | 11.1 | |
| tvregSymbolic Regression=SINDy2026.01 | 11.1 | |
| linearSymbolic Regression=PySR2026.01 | 19.1 | |
| linearSymbolic Regression=SINDy2026.01 | 19.5 | |
| kalmanSymbolic Regression=PySR2026.01 | 19.8 | |
| kalmanSymbolic Regression=SINDy2026.01 | 20.3 | |
| RBFSymbolic Regression=PySR2026.01 | 20.4 | |
| RBFSymbolic Regression=SINDy2026.01 | 20.6 | |
| cubicSymbolic Regression=PySR2026.01 | 38.1 | |
| cubicSymbolic Regression=SINDy2026.01 | 38.8 | |
| gpSymbolic Regression=SINDy2026.01 | 60.5 | |
| gpSymbolic Regression=PySR2026.01 | 114 | |
| neural odeSymbolic Regression=PySR2026.01 | 196 | |
| pinnSymbolic Regression=SINDy2026.01 | 377 | |
| pinnSymbolic Regression=PySR2026.01 | 2,500 |