Kernel State Reconstruction on epo Student-t noise (test)
0.332Full Test MSEkalman
Evaluation results
| Method | Links | |
|---|---|---|
| kalmanbackend=sindy2026.01 | 0.332 | |
| kalmanbackend=pysr2026.01 | 0.348 | |
| tvregbackend=pysr2026.01 | 0.548 | |
| savgolbackend=sindy2026.01 | 0.555 | |
| tvregbackend=sindy2026.01 | 0.555 | |
| savgolbackend=pysr2026.01 | 0.564 | |
| pinnbackend=sindy2026.01 | 0.714 | |
| MAATbackend=pysr2026.01 | 0.808 | |
| gpbackend=sindy2026.01 | 1.14 | |
| MAATbackend=sindy2026.01 | 1.28 | |
| linearbackend=sindy2026.01 | 2.36 | |
| linearbackend=pysr2026.01 | 2.47 | |
| pinnbackend=pysr2026.01 | 2.53 | |
| RBFbackend=sindy2026.01 | 4.49 | |
| RBFbackend=pysr2026.01 | 4.6 | |
| cubicbackend=sindy2026.01 | 7.39 | |
| cubicbackend=pysr2026.01 | 7.85 | |
| gpbackend=pysr2026.01 | 8.45 | |
| neural odebackend=sindy2026.01 | 467 | |
| neural odebackend=pysr2026.01 | 2,900,000 |