Kernel State Reconstruction on glucose Student-t noise (test)
0.0171Full Test MSEneural ode
Evaluation results
| Method | Links | |
|---|---|---|
| neural odebackend=sindy2026.01 | 0.0171 | |
| MAATbackend=sindy2026.01 | 0.0188 | |
| MAATbackend=pysr2026.01 | 0.104 | |
| kalmanbackend=sindy2026.01 | 0.109 | |
| kalmanbackend=pysr2026.01 | 0.11 | |
| gpbackend=sindy2026.01 | 0.217 | |
| gpbackend=pysr2026.01 | 0.303 | |
| neural odebackend=pysr2026.01 | 0.361 | |
| pinnbackend=sindy2026.01 | 0.471 | |
| pinnbackend=pysr2026.01 | 0.605 | |
| savgolbackend=sindy2026.01 | 0.806 | |
| tvregbackend=sindy2026.01 | 0.806 | |
| savgolbackend=pysr2026.01 | 0.893 | |
| tvregbackend=pysr2026.01 | 0.893 | |
| linearbackend=sindy2026.01 | 3.32 | |
| linearbackend=pysr2026.01 | 3.42 | |
| cubicbackend=sindy2026.01 | 9.76 | |
| cubicbackend=pysr2026.01 | 9.8 | |
| RBFbackend=sindy2026.01 | 13.2 | |
| RBFbackend=pysr2026.01 | 13.6 |