Kernel State Reconstruction on tumor Student-t noise (test)
0.119Full Test MSEMAAT
Evaluation Results
| Method | Links | |
|---|---|---|
| MAATbackend=sindy2026.01 | 0.119 | |
| MAATbackend=pysr2026.01 | 0.223 | |
| pinnbackend=sindy2026.01 | 0.646 | |
| pinnbackend=pysr2026.01 | 0.796 | |
| kalmanbackend=pysr2026.01 | 0.813 | |
| kalmanbackend=sindy2026.01 | 0.84 | |
| savgolbackend=pysr2026.01 | 1.4 | |
| tvregbackend=pysr2026.01 | 1.41 | |
| savgolbackend=sindy2026.01 | 1.43 | |
| tvregbackend=sindy2026.01 | 1.43 | |
| gpbackend=sindy2026.01 | 3.15 | |
| gpbackend=pysr2026.01 | 3.5 | |
| linearbackend=sindy2026.01 | 5.63 | |
| linearbackend=pysr2026.01 | 5.68 | |
| RBFbackend=sindy2026.01 | 11 | |
| RBFbackend=pysr2026.01 | 11.1 | |
| cubicbackend=sindy2026.01 | 17.6 | |
| cubicbackend=pysr2026.01 | 18 | |
| neural odebackend=sindy2026.01 | 88.4 | |
| neural odebackend=pysr2026.01 | 3,200 |