Kernel State Reconstruction on diabetes Student-t noise (test)
0.853Full Test MSEneural ode
Evaluation results
| Method | Links | |
|---|---|---|
| neural odebackend=pysr2026.01 | 0.853 | |
| gpbackend=sindy2026.01 | 1 | |
| MAATbackend=sindy2026.01 | 2.03 | |
| neural odebackend=sindy2026.01 | 2.39 | |
| kalmanbackend=pysr2026.01 | 5.09 | |
| kalmanbackend=sindy2026.01 | 6.22 | |
| MAATbackend=pysr2026.01 | 12.2 | |
| tvregbackend=pysr2026.01 | 37 | |
| savgolbackend=sindy2026.01 | 40.3 | |
| tvregbackend=sindy2026.01 | 40.3 | |
| pinnbackend=sindy2026.01 | 51.6 | |
| pinnbackend=pysr2026.01 | 80.8 | |
| gpbackend=pysr2026.01 | 128 | |
| linearbackend=sindy2026.01 | 154 | |
| cubicbackend=sindy2026.01 | 461 | |
| RBFbackend=pysr2026.01 | 584 | |
| RBFbackend=sindy2026.01 | 611 | |
| cubicbackend=pysr2026.01 | 1,200,000 | |
| linearbackend=pysr2026.01 | 1,500,000,000 | |
| savgolbackend=pysr2026.01 | 1,700,000,000,000 |