Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Equation Discovery on Van der Pol Oscillator Noise Levels: 0%, 1%, 5% (large) ODE
Loading...
0.214
Mp Error Metric
PINN-SR
0.18256
0.39478
0.607
0.81922
Oct 14, 2022
Mp Error Metric
RMSE (0% Noise)
RMSE (1% Noise)
RMSE (Large Trajectory)
MR Error Metric
Updated 4d ago
Evaluation Results
Method
Method
Links
Mp Error Metric
RMSE (0% Noise)
RMSE (1% Noise)
RMSE (Large Trajectory)
MR Error Metric
PINN-SR
Training Cost=~ 1213s
2022.10
0.214
-
-
-
0.75
PINN-SR
Training Cost=~1213s
2022.10
0.214
-
-
-
0.75
SINDy
Training Cost=~ 10s
2022.10
0.267
1
1.93
-
1
SINDy
Training Cost=~10s
2022.10
0.267
1
1.93
-
1
BSL
Training Cost=~ 133(+3)s
2022.10
1
0.2
2.82
18.04
1
RVM
Training Cost=~ 10s
2022.10
1
1
2.54
27.46
1
BSL
Training Cost=~133(+3)s
2022.10
1
0.2
2.82
18.04
1
RVM
Training Cost=~10s
2022.10
1
1
2.54
27.46
1
Feedback
Search any
task
Search any
task
