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Benchmarks
Dynamical System Identification on Van der Pol
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Derivative R2
AutoSINDy
0.79304
0.84677
0.9005
0.95423
May 10, 2026
Derivative R2
Simulation R2
Derivative MSE
Simulation MSE
Complexity Metric
Recovery Rate
Updated 22d ago
Evaluation Results
Method
Method
Links
Derivative R2
Simulation R2
Derivative MSE
Simulation MSE
Complexity Metric
Recovery Rate
AutoSINDy
2026.05
1
0.999
0.0012
0.001
12
100
Standard SINDy
2026.05
0.997
-0.724
0.019
3.761
176
80
Standard PySR
2026.05
0.801
-0.516
2.212
2.991
8.5
0
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