State Reconstruction on glucose Correlated Gaussian noise (test)
0.0045MSEneural ode
Evaluation results
| Method | Links | |
|---|---|---|
| neural odeSymbolic Regression=SINDy2026.01 | 0.0045 | |
| MAATSymbolic Regression=SINDy2026.01 | 0.0197 | |
| gpSymbolic Regression=SINDy2026.01 | 0.211 | |
| kalmanSymbolic Regression=SINDy2026.01 | 0.246 | |
| gpSymbolic Regression=PySR2026.01 | 0.262 | |
| kalmanSymbolic Regression=PySR2026.01 | 0.284 | |
| MAATSymbolic Regression=PySR2026.01 | 0.332 | |
| pinnSymbolic Regression=SINDy2026.01 | 0.447 | |
| savgolSymbolic Regression=SINDy2026.01 | 0.677 | |
| tvregSymbolic Regression=SINDy2026.01 | 0.677 | |
| tvregSymbolic Regression=PySR2026.01 | 0.695 | |
| savgolSymbolic Regression=PySR2026.01 | 0.71 | |
| linearSymbolic Regression=SINDy2026.01 | 1.27 | |
| linearSymbolic Regression=PySR2026.01 | 1.28 | |
| pinnSymbolic Regression=PySR2026.01 | 1.28 | |
| cubicSymbolic Regression=PySR2026.01 | 2.64 | |
| cubicSymbolic Regression=SINDy2026.01 | 2.64 | |
| RBFSymbolic Regression=SINDy2026.01 | 3.03 | |
| RBFSymbolic Regression=PySR2026.01 | 3.06 | |
| neural odeSymbolic Regression=PySR2026.01 | 6.06 |