Van der Pol Oscillator
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Eigenvalue Estimation | Van der Pol (VDP) Oscillator | Mean Estimation Error0.014 | 20 | |
| Equation Discovery | Van der Pol Oscillator Noise Levels: 0%, 1%, 5% (large) ODE | Mp Error Metric0.214 | 8 | |
| Time reparameterization for ODE solving | Van der Pol oscillator off-reference mu = 10^3.99 (test) | MSE y1 (tau)2.24 | 6 | |
| Learning deterministic mean dynamics | Van der Pol oscillator | True MSE1.5 | 4 | |
| Trajectory Prediction | Van der Pol Oscillator 40dB noise | Mean Prediction Error0.054 | 4 | |
| Trajectory Prediction | Van der Pol Oscillator 35dB noise | Mean Prediction Error0.061 | 4 | |
| Trajectory Prediction | Van der Pol Oscillator 30dB noise | Mean Prediction Error0.068 | 4 | |
| Trajectory Prediction | Van der Pol Oscillator 25dB noise | Mean Prediction Error0.077 | 4 | |
| Trajectory Prediction | Van der Pol Oscillator 20dB noise | Mean Prediction Error0.097 | 4 | |
| Symbolic ODE discovery | Van der Pol oscillator Benchmark 3 | Mean Relative L2 Error (u_t)0.115 | 2 |
Showing 10 of 10 rows