State Reconstruction on seir Student-t noise Population and Biological Dynamics Datasets (test)
0Full Test MSEMAAT
Evaluation results
| Method | Links | |
|---|---|---|
| MAATSymbolic Regression Tool=pysr2026.01 | 0 | |
| pinnSymbolic Regression Tool=pysr2026.01 | 0 | |
| pinnSymbolic Regression Tool=sindy2026.01 | 0.0001 | |
| MAATSymbolic Regression Tool=sindy2026.01 | 0.0001 | |
| gpSymbolic Regression Tool=pysr2026.01 | 0.0007 | |
| kalmanSymbolic Regression Tool=pysr2026.01 | 0.0008 | |
| kalmanSymbolic Regression Tool=sindy2026.01 | 0.0009 | |
| gpSymbolic Regression Tool=sindy2026.01 | 0.001 | |
| savgolSymbolic Regression Tool=pysr2026.01 | 0.0014 | |
| tvregSymbolic Regression Tool=pysr2026.01 | 0.0014 | |
| savgolSymbolic Regression Tool=sindy2026.01 | 0.0014 | |
| tvregSymbolic Regression Tool=sindy2026.01 | 0.0014 | |
| linearSymbolic Regression Tool=pysr2026.01 | 0.0058 | |
| linearSymbolic Regression Tool=sindy2026.01 | 0.0059 | |
| RBFSymbolic Regression Tool=pysr2026.01 | 0.0112 | |
| RBFSymbolic Regression Tool=sindy2026.01 | 0.0112 | |
| cubicSymbolic Regression Tool=pysr2026.01 | 0.0166 | |
| cubicSymbolic Regression Tool=sindy2026.01 | 0.0167 | |
| neural odeSymbolic Regression Tool=sindy2026.01 | 1.32 | |
| neural odeSymbolic Regression Tool=pysr2026.01 | 3.4 |