Kernel State Reconstruction on colorectal Student-t noise (test)
0.0013Full Test MSEMAAT
Evaluation Results
| Method | Links | |
|---|---|---|
| MAATbackend=sindy2026.01 | 0.0013 | |
| MAATbackend=pysr2026.01 | 0.0017 | |
| pinnbackend=sindy2026.01 | 0.002 | |
| kalmanbackend=pysr2026.01 | 0.0113 | |
| kalmanbackend=sindy2026.01 | 0.0113 | |
| savgolbackend=pysr2026.01 | 0.0189 | |
| savgolbackend=sindy2026.01 | 0.0189 | |
| tvregbackend=pysr2026.01 | 0.0189 | |
| tvregbackend=sindy2026.01 | 0.0189 | |
| linearbackend=sindy2026.01 | 0.0744 | |
| linearbackend=pysr2026.01 | 0.0748 | |
| gpbackend=pysr2026.01 | 0.114 | |
| RBFbackend=pysr2026.01 | 0.145 | |
| RBFbackend=sindy2026.01 | 0.145 | |
| gpbackend=sindy2026.01 | 0.188 | |
| cubicbackend=sindy2026.01 | 0.216 | |
| cubicbackend=pysr2026.01 | 0.222 | |
| neural odebackend=sindy2026.01 | 4.51 | |
| neural odebackend=pysr2026.01 | 136 | |
| pinnbackend=pysr2026.01 | 1,100 |